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PROPRIETARY & CONFIDENTIAL INFORMATION
A global leader in talent assessments and credentialing
Presence and clients across the globe including in the US, China, India, Middle East, Philippines and Africa
Driven by data science on millions of assessment data points enabling smart job matching & employability feedback.
AMCAT is the world’s largest job skills credential integrated with platforms such as LinkedIn, Monster.
4 million+ Annual test takers
(proctored)
3000+ Corporate clients, 100+
large MNCs
900+ Job roles matched,
credentialed
500K+ Job matches every
month
A Quick Snapshot
Backed by venture fund - Omidyar Networks
Leading employability research with dozens of patents and publications.
Repeatedly covered by global media including WSJ, Economist, Financial Times, Forbes, Times of India, Economic Times, etc.
Table of Content Description Slide No.
Executive Summary 1
Assessment Snapshot 2, 3
Demography 4
Demography (Category-wise) 5
Demography (State-wise) 6
Demography (Batch-wise & specialization-wise) 7
AMCAT Mean Scores and Comparison with National Average 8
National Average of Scores 9
AMCAT Mean Score – National Comparison (Category-wise) 10
AMCAT Mean Score – National Comparison (Category-wise) 11
AMCAT Mean Score – National Comparison (Batch-wise/Category-wise) 12
AMCAT Mean Score – National Comparison State-wise (1.1 All Batches) 13
AMCAT Mean Score – National Comparison State-wise (1.3 All Batches) 14
AMCAT Mean Score – National Comparison (Batch-wise) 15, 16
AMCAT Mean Score – National Comparison State-wise (1.1 – 4th Year) 17
AMCAT Mean Score – National Comparison State-wise (1.3 – 4th Year) 18
AMCAT Mean Score – National Comparison State-wise (1.1– 3rd Year) 19
AMCAT Mean Score – National Comparison State-wise (1.3 – 3rd Year) 20
AMCAT Mean Score – National Comparison State-wise (1.1 – 2nd Year) 21
Description Slide No.
AMCAT Mean Score – National Comparison State-wise (1.3 – 2nd Year) 22
AMCAT Mean Score – National Comparison State-wise (1.1 – 1st Year) 23
AMCAT Mean Score – National Comparison State-wise (1.3 – 1st Year) 24
AMCAT Mean Score - Comparison with Tier-1, Tier-2 and Tier-3 colleges 25
AMCAT Mean Score – National Comparison (Summary) 26
AMCAT Mean scores - Gains 27
AMCAT Mean Scores – Gains (1.1) 28, 29
AMCAT Mean Scores – Gains (1.3) 30, 31
AMCAT Mean Scores – Domain 32
AMCAT Mean Score – Domain Category-wise 33
AMCAT Mean Score – Domain (1.1) 34
AMCAT Mean Score – Domain (1.3) 35
Aptitude-Bucket Analysis 36
Aptitude-Bucket Analysis (Category-wise) 37, 38
Aptitude-Bucket Analysis(1.1) 39, 40
Aptitude-Bucket Analysis (1.3) 41, 42
Aptitude-Bucket Analysis (Batch-wise) 43, 44
Employability Analysis 45
Employability – Category-wise 46
Employability – State-wise (1.1) 47
Table of Content
Description Slide No.
Employability – State-wise (1.3) 48
Training Need Analysis 49
Training Requirement – Category-wise 50
Training Requirement (Batch/Category-wise) 51
Training Requirement (1.1) All Batches Combined 52
Training Requirement (1.3) All Batches Combined 53
Training Requirement – Batch-wise 54
Training Requirement (1.1) 4th Year 55
Training Requirement (1.3) 4th Year 56
Training Requirement (1.1) 3rd Year 57
Training Requirement (1.3) 3rd Year 58
Training Requirement (1.1) 2nd Year 59
Training Requirement (1.3) 2nd Year 60
Training Requirement (1.1) 1st Year 61
Training Requirement (1.3) 1st Year 62
Description Slide No.
Mean Scores, Standard Deviation and Training Need (4th Year) 63
Training Need (Category-wise) 4th Year 64
Training Need (1.1) 4th Year 65
Training Need (1.3) 4th Year 66
Training Need (College-wise) 4th Year - English 67 - 71
Training Need (College-wise) 4th Year – Quantitative Ability 72 - 76
Training Need (College-wise) 4th Year – Logical Ability 77 - 81
Feedback reports 82
Student Feedback Report 83
Campus Feedback Report 84
Findings 85
Recommendations 86
Technical Annexure 87 - 90
Executive Summary
Project was directed by NPIU in order to ascertain the skill gaps of student groups of category 1.1 (focus group) and
category 1.3 (mentor group). 118 engineering campuses from 4 categories were assessed as on 8th Dec coming under TEQIP Phase - III The broad objective of conducting employability assessments shall be given as below: 1) Conduct assessments of students for analyzing their current skill levels and training needs. 2) Provide personalized feedback reports to students 3) Provide a consolidated feedback report to colleges and suggesting approaches and tools to learning for improving their employability. Students were assessed across the following skills: Language, Cognitive, Personality & Domain Process: Departments involved – The National Project Implementation Unit (NPIU) support was critical to complete the
project to current status. SPIU has also been supporting the activity by engaging with institutes. Institute’s TEQIP coordinators and their teams have created synergy with Aspiring Minds team to make this program a success
Duration – It is projected that the assessment program of the remaining institutes should be finished by end of January month
Problems – Major challenge was to commence the assessment from initial months across the states. It is planned to design a more suitable schedule of assessment, under the guidance of NPIU, for future assessments
1
Assessment Snapshot
Category-wise Participation
Category Colleges Students Assessed Total Students Participation
1.1-CFI 8 1839 2978 62%
1.1-State 73 58401 87018 67%
1.3-CFTI 8 5914 11850 50%
1.3-State 29 42679 59105 72%
TOTAL 118 108833 160951 68%
The Assessment Snapshot presents the participation figures for the assessments conducted for different categories and also for multiple states
The highest participation was from 1.3 State colleges and lowest from 1.3 CFTI colleges.
2
Assessment Snapshot State-wise Participation
Category Colleges Students Assessed Total Students Participation
AP 3 1938 2150 90%
AR 1 384 550 70%
AS 6 3214 5240 61%
BR 8 4986 8050 62%
CG 5 5150 7457 69%
GJ 1 1972 2800 70%
HP 3 1738 2491 70%
HR 3 3132 4681 67%
JH 4 1665 2749 61%
JK 4 1371 3091 44%
KA 4 9534 12500 76%
KL 1 2278 2500 91%
MH 10 10628 14806 72%
ML 1 418 600 70%
Category Colleges Students Assessed Total Students Participation
MN 3 890 1060 84%
MP 6 8714 12600 69%
MZ 1 165 600 28%
NL 1 107 110 97%
OD 6 11552 15427 75%
PB 2 2208 2250 98%
RJ 11 6544 12495 52%
SK 1 94 400 24%
TN 7 12636 17465 72%
TR 1 586 1080 54%
UK 6 3685 5197 71%
UP 16 12335 18315 67%
UT-AN 1 326 340 96%
UT-CH 2 583 4803 12%
The highest participation was from colleges in Punjab (98%) and lowest was from colleges in UT-Chandigarh
3
Demography
4
Demography (Category-wise)
54% 40%
4%
2%
1.1-State
1.3-State
1.3-CFTI
1.1-CFI
Among the 1.1 CFI and 1.3 CFTI colleges, majority of the students assessed are from 1.3 CFTI colleges. An equal number of students are assessed in the 1.1. State and 1.3 State colleges, with candidates from 1.1 State colleges being slightly
more.
The Category wise demographics represent the assessed student percentage by each category
5
Demography (State-wise)
21%
19%
15% 10%
6%
6%
6%
5%
3%
3%
2% 1%
1%
3%
1.1 State and 1.1 CFI Uttar Pradesh
Orissa
Madhya Pradesh
Rajasthan
Uttarakhand
Chhattisgarh
Bihar
Assam
Himachal Pradesh
Jharkhand
Jammu and Kashmir
Tripura
Manipur
1.1 CFI
25%
22%
19%
7%
5%
5%
4% 4%
9%
1.3 States and 1.3 CFTI
Tamil Nadu
Maharashtra
Karnataka
Haryana
Kerala
Punjab
Gujarat
Andhra Pradesh
1.3 CFTI
In 1.1 State and 1.1 CFI colleges, more than 60% of the students assessed are from 4 states- UP, Orissa, MP and Rajasthan In 1.3 State and 1.3 CFTI colleges, 66% of assessed students are from TN, Maharashtra and Karnataka. At 9%, 1.3 CFTI colleges form a considerable number of students assessed in 1.3 States and 1.3 CFTI pool. But 1.1 CFI colleges’ assessed
students form 3% of the candidates assessed in 1.1 State and 1.1 CFI pool.
The State wise demographics represent the assessed student percentage across the Indian states 6
Demography (Batch-wise & specialization-wise)
27%
25% 25%
23% 3rd Year
4th Year
2nd Year
1st Year
17%
15%
13%
11% 10%
6%
3%
3%
3%
2%
17%
Mechanical Engineering
Civil Engineering
Computer Science &EngineeringElectrical Engineering
Electronics andCommunication EngineeringInformation Technology
Electronics and ElectricalEngineeringElectronics &TelecommunicationsChemical Engineering
Computer Engineering
Others*
* Data points below 2000 have been included in Others
Students assessed across all 4 batch years. Students assessed across various specializations.
A proportional number of candidates are assessed across all 4 batch years, with candidates from 3 rd year being marginally higher. 56% of the candidates assessed are from four specialization- Mechanical, Civil, Computer Science and Electrical Engineering.
The Batch wise and Specialization wise demographics display the assessed student percentage across all 4 batch years and across various specializations
7
AMCAT Mean Scores and Comparison with National Average
8
National Average of Scores
The national average score of the modules are calculated by sampling of data on more than 100,000 engineering students from multiple engineering colleges across multiple Indian states. The scores are calculated based on different demographics- Gender, Region, Tier of Cities, Top Campuses. The analysis and findings of these help us calculate the national average of the module. It is the score which majority of the candidates achieve. The given figure shows the sample distribution and the national average score for the module is 470. The data of candidates is sampled on a yearly basis and the national averages are annually updated.
3%
11%
17%
40%
15%
10%
4%
900
Sample Distribution
9
AMCAT Mean Score – National Comparison (Category-wise)
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
Category Number of Colleges
Assessed
English Quantitative Ability Logical Ability
National Average - 475
National Average - 495
National Average - 465
1.1-CFI 8 491 492 447
1.3-CFTI 8 520 617 498
1.1-State 73 442 448 430
1.3-State 29 462 435 432
Overall 118 454 450 434
The mean scores in 1.3 CFTI colleges are well above the national average. The mean scores in 1.1 CFI colleges is also very similar to the national average.
It is disheartening to see the shape of 1.1 State and 1.3 State colleges. Almost none of the mean scores in these colleges are even close to the national average.
There is a staggering difference of 182 between the mean scores of 1.3 CFTI and 1.1 State colleges for Quantitative Ability We can infer that colleges under Centre are performing better than those under the State.
The Category wise mean score table represent the average scores obtained by students in each category for English Comprehension, Quantitative Ability and Logical Ability
10
AMCAT Mean Score – National Comparison (Category-wise)
491 492 447
520
617
498 442 448 430
462 435 432
475 495 465
ENGLISH QUANTITATIVE ABILITY LOGICAL ABILITY
1.1-CFI 1.3-CFTI 1.1-State 1.3-State National Average
The Category wise mean score comparison compares the average scores obtained by students in each category for English Comprehension, Quantitative Ability and Logical Ability with the National Average of these modules
In 1.3 CFTI colleges, the mean scores are always above the national average for all the three modules.
11
AMCAT Mean Score – National Comparison (Batch-wise/Category-wise)
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
In 1.3 CFTI colleges, the mean scores are always above the national average from 1st year as top layer of students make it through their admissions.
The students from 1.1 CFI colleges have performed better than students from 1.3 State and 1.1 State colleges in all the years.
Category/ Batch
2019 2020 2021 2022
English (475)
Quantitative Ability (495)
Logical Ability (465)
English (460)
Quantitative Ability (465)
Logical Ability (450)
English (440)
Quantitative Ability (445)
Logical Ability (430)
English (435)
Quantitative Ability (440)
Logical Ability (425)
1.1-CFI 514 532 464 499 463 435 475 476 442 465 475 439
1.3-CFTI 547 634 507 517 610 498 485 594 489 516 618 492
1.1-State 457 479 450 450 450 433 428 421 415 426 435 417
1.3-State 484 476 458 469 440 437 449 413 420 450 416 415
The Batch wise/ Category wise mean score table display the batch wise average scores obtained by students in each category for English Comprehension, Quantitative Ability and Logical Ability
12
AMCAT Mean Score – National Comparison State-wise (1.1 All Batches)
State English Quantitative Ability Logical Ability
National Average - 475 National Average - 495 National Average - 465
AS 500 445 432
BR 404 469 428
CG 394 377 398
HP 439 393 408
JK 462 399 412
JH 408 414 418
MP 458 473 443
OD 464 447 437
RJ 415 433 424
UP 438 491 440
UK 437 414 419
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
MP is the only state that has mean scores close to the national average across all three sections.
81% of the states are not even in the close range of national average in Quantitative and Logical Ability.
63% of the states are not close to the national average in English.
The State wise mean score table provides the state wise average scores obtained by students in 1.1 colleges in all batches for English Comprehension, Quantitative Ability and Logical Ability
13
AMCAT Mean Score – National Comparison State-wise (1.3 All Batches)
State
English Quantitative Ability Logical Ability
National Average - 475 National Average - 495 National Average - 465
AP 464 466 439
GJ 431 462 422
HR 467 484 453
KA 452 398 415
KL 518 511 472
MH 473 475 455
PB 468 470 448
TN 457 395 412
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
Only Gujarat has performed below the national average in all the sections.
87% of the states have their mean scores similar or above the national average in English. 50% of states have performed close to or over national average in Quants and logical.
The State wise mean score table provides the state wise average scores obtained by students in 1.3 colleges in all batches for English Comprehension, Quantitative Ability and Logical Ability
14
AMCAT Mean Score – National Comparison (Batch-wise)
Batch English Quantitative Ability Logical Ability
National Average - 475 National Average - 495 National Average - 465
4th Year 471 485 455
3rd Year 462 455 438
2nd Year 439 422 419
1st Year 442 435 420
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
We observe a increased mean scores of 1st year students than 2nd year students. This can be attributed to the decline in engineering seats and only strongly interested candidates applying for engineering.
The 4th year scores are comparable to national average when compared to initial years.
The Batch wise mean score comparison compares the average scores obtained by students across all batches for English Comprehension, Quantitative Ability and Logical Ability with the National Average of these modules
15
AMCAT Mean Score – National Comparison (Batch-wise)
471
485
455 462
455
438 439
422 419
442 435
420
475
495
465
ENGLISH QUANTITATIVE ABILITY LOGICAL ABILITY
4th Year 3rd Year 2nd Year 1st Year National Average
The Batch wise mean score graph compares the average scores obtained by students across all batches for English Comprehension, Quantitative Ability and Logical Ability with the National Average of these modules
We observe that mean scores of students from 4th year batch is closest to the National Average.
16
AMCAT Mean Score – National Comparison State-wise (1.1 – 4th Year)
State English Quantitative Ability Logical Ability
National Average - 475 National Average - 495 National Average - 465
AS 518 470 451
BR 412 479 434
CG 409 399 416
HP 447 415 428
JH 415 423 428
JK 455 385 408
MP 474 511 466
OD 480 481 459
RJ 434 492 451
UK 447 437 437
UP 449 517 456
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
No state has mean scores above national average for all the sections.
Chhattisgarh, HP, Jharkhand, and Uttarakhand are not even close to the national average in any of the sections assessed.
The State wise mean score table displays the state wise average scores obtained by 4th year students in 1.1 colleges in all batches for English Comprehension, Quantitative Ability and Logical Ability
17
AMCAT Mean Score – National Comparison State-wise (1.3 – 4th Year)
State English Quantitative Ability Logical Ability
National Average - 475 National Average - 495 National Average - 465
AP 472 502 466
GJ 457 519 449
HR 463 473 458
KA 471 440 444
KL 526 526 485
MH 506 518 478
PB 449 457 441
TN 471 432 445
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
All the states assessed have mean scores comparable or above the national average for English and Logical.
Karnataka, Punjab and Tamil Nadu are below the national average in the quantitative ability section
The State wise mean score table displays the state wise average scores obtained by 4th year students in 1.3 colleges in all batches for English Comprehension, Quantitative Ability and Logical Ability
18
AMCAT Mean Score – National Comparison State-wise (1.1– 3rd Year)
State English Quantitative Ability Logical Ability
National Average – 460 National Average – 465 National Average – 450
AS 509 454 435
BR 410 476 434
CG 398 379 406
HP 436 382 403
JH 398 396 412
JK 476 418 423
MP 466 477 445
OD 465 442 436
RJ 416 425 426
UK 446 412 422
UP 460 521 455
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
No state has mean scores above the national average in all the sections except UP. The mean scores for only AS and MP are close to the national average in the 3 sections.
64% of the states have mean scores well below the national average for Quant. This figure is 45% for Logical and 36% for English.
The State wise mean score table displays the state wise average scores obtained by 3rd year students in 1.1 colleges in all batches for English Comprehension, Quantitative Ability and Logical Ability
19
AMCAT Mean Score – National Comparison State-wise (1.3 – 3rd Year)
State English Quantitative Ability Logical Ability
National Average – 460 National Average – 465 National Average - 450
AP 462 444 433
GJ 433 457 427
HR 482 497 464
KA 452 388 410
KL 523 516 474
MH 491 490 466
PB 470 461 448
TN 458 399 418
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
Only Gujarat has mean scores well below the national average for English.
Only KA and TN has mean scores well below the national average in Quant and Logical.
The State wise mean score table displays the state wise average scores obtained by 3rd year students in 1.3 colleges in all batches for English Comprehension, Quantitative Ability and Logical Ability
20
AMCAT Mean Score – National Comparison State-wise (1.1 – 2nd Year)
State English Quantitative Ability Logical Ability
National Average – 440 National Average – 445 National Average - 430
AS 463 394 401
BR 402 460 427
CG 397 376 394
HP 433 369 391
JH 413 428 422
JK 457 388 405
MP 448 448 428
OD 451 414 419
RJ 400 387 402
UK 418 390 399
UP 421 458 424
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
No state has mean scores above the national average in all 3 sections.
64% of the states have mean scores well below the national average for Quant. This figure is 55% for Logical and 36% for English.
The State wise mean score table shows the state wise average scores obtained by 2nd year students in 1.1 colleges in all batches for English Comprehension, Quantitative Ability and Logical Ability
21
AMCAT Mean Score – National Comparison State-wise (1.3 – 2nd Year)
State English Quantitative Ability Logical Ability
National Average – 440 National Average – 445 National Average - 430
AP 471 463 442
GJ 419 442 410
HR 459 456 438
KA 441 381 405
KL 513 486 462
MH 437 438 436
PB 479 473 452
TN 442 354 389
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
Only GJ has mean scores below (but close to) the national averages in all the sections.
AP, HR, KL and PB have mean scores above the national averages in all 3 sections.
The State wise mean score table provides the state wise average scores obtained by 2nd year students in 1.3 colleges in all batches for English Comprehension, Quantitative Ability and Logical Ability
22
AMCAT Mean Score – National Comparison State-wise (1.1 – 1st Year)
State English Quantitative Ability Logical Ability
National Average – 435 National Average – 440 National Average - 425
AS 492 439 427
BR 392 465 420
CG 375 357 380
HP 438 405 405
JH 409 418 412
JK 448 391 401
MP 432 430 419
OD 457 442 429
RJ 394 392 401
UK 425 412 408
UP 425 474 426
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
No state has mean scores above the national averages in all the sections except OD.
45% of the states are below the National average in Quant; 64% of the states are close to national average in Logical.
The State wise mean score table displays the state wise average scores obtained by 1st year students in 1.1 colleges in all batches for English Comprehension, Quantitative Ability and Logical Ability
23
AMCAT Mean Score – National Comparison State-wise (1.3 – 1st Year)
State English Quantitative Ability Logical Ability
National Average – 435 National Average – 440 National Average - 425
AP 458 499 437
GJ 413 425 400
HR 454 497 450
KA 444 389 403
KL 510 516 468
MH 455 449 439
PB 446 530 448
TN 458 401 407
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
Karnataka have performed below the national average for Quant and Logical.
Majority of the states have performed above national average in all 3 sections.
The State wise mean score table represents the state wise average scores obtained by 1st year students in 1.3 colleges in all batches for English Comprehension, Quantitative Ability and Logical Ability
24
Institute Set English
Mean Score Quantitative Ability
Mean Score Logical Ability Mean Score
TEQIP – 2019 Batch (Overall) 471 485 455
TEQIP – 2019 Batch (1.1 Colleges) 459 481 450
TEQIP – 2019 Batch (1.3 Colleges) 490 492 463
Tier 1 Colleges 537 532 502
Tier-2 Colleges 481 443 464
Tier-3 Colleges 449 399 446
AMCAT Mean Score - Comparison with Tier-1, Tier-2 and Tier-3 colleges
The AMCAT Mean Score table compares the average scores obtained by students of Tier 1, Tier 2 and Tier 3 colleges in English Comprehension, Quantitative Ability and Logical Ability
We observe that mean scores of students from Tier 1 colleges is the highest among all
25
Category-wise: Students from 1.3 CFTI category have performed above National Average in English, Quantitative Ability and Logical
Ability modules. Students from 1.1 CFI have performed above National Average in English module. Students from 1.1 State and 1.3 State have performed below National Average in English, Quantitative Ability and
Logical Ability modules. Students from 1.1 CFI have performed below National Average in Quantitative Ability and Logical Ability modules.
State-wise: 1.1
Students from Assam have performed above National Average in English Comprehension module. State-wise: 1.3
Students from Kerala have performed above National Average in English, Quantitative Ability and Logical Ability modules.
AMCAT Mean Score – National Comparison (Summary) 26
AMCAT Mean scores - Gains
27
AMCAT Mean Scores – Gains (1.1)
English Mean Scores Quantitative Ability Mean Scores
State 1st Year 2nd Year 3rd Year 4th Year
AS 439 394 454 470
BR 465 460 476 479
CG 357 376 379 399
HP 405 369 382 415
JH 418 428 396 423
JK 391 388 418 385
MP 430 448 477 511
OD 442 414 442 481
RJ 392 387 425 492
UK 412 390 412 437
UP 474 458 521 517
State 1st Year 2nd Year 3rd Year 4th Year
AS 492 463 509 518
BR 392 402 410 412
CG 375 397 398 409
HP 438 433 436 447
JH 409 413 398 415
JK 448 457 476 455
MP 432 448 466 474
OD 457 451 465 480
RJ 394 400 416 434
UK 425 418 446 447
UP 425 421 460 449
The AMCAT Mean Score- Gains (1.1) tables displays the average scores obtained by students across all batches of 1.1 Colleges in English Comprehension, Quantitative Ability and Logical Ability
28
AMCAT Mean Scores – Gains (1.1)
Logical Ability Mean Scores
A majority of states have positive year on year added growth and increase in students capacities for 1.1 State and 1.1 CFI.
Assam, Jharkhand, J&K, and UP colleges have distorted scores in English during 4 years and should focus slightly more on student’s English skills in later college years. These states along with Bihar can improve quant scores.
Similarly Jharkhand, J&K, UP and Bihar should focus on Logical ability during final and pre-final years.
State 1st Year 2nd Year 3rd Year 4th Year
AS 427 401 435 451
BR 420 427 434 434
CG 380 394 406 416
HP 405 391 403 428
JH 412 422 412 428
JK 401 405 423 408
MP 419 428 445 466
OD 429 419 436 459
RJ 401 402 426 451
UK 408 399 422 437
UP 426 424 455 456
29
AMCAT Mean Scores – Gains (1.3)
English Mean Scores Quantitative Ability Mean Scores
State 1st Year 2nd Year 3rd Year 4th Year
AP 458 471 462 472
GJ 413 419 433 457
HR 454 459 482 463
KA 444 441 452 471
KL 510 513 523 526
MH 455 437 491 506
PB 446 479 470 449
TN 458 442 458 471
State 1st Year 2nd Year 3rd Year 4th Year
AP 499 463 444 502
GJ 425 442 457 519
HR 497 456 497 473
KA 389 381 388 440
KL 516 486 516 526
MH 449 438 490 518
PB 530 473 461 457
TN 401 354 399 432
The AMCAT Mean Score- Gains (1.3) tables shows the average scores obtained by students across all batches of 1.3 Colleges in English Comprehension, Quantitative Ability and Logical Ability
30
AMCAT Mean Scores – Gains (1.3)
Logical Ability Mean Scores
We observed the following in 1.3 State and 1.3 CFTI Haryana and Punjab’s English scores have dipped
during last year in college. Karnataka and Gujarat’s have increased.
AP, Haryana and Punjab’s Quant scores have also declined in later years of college. Gujarat, Maharashtra and TN’s have increased.
In logical ability, the scores of Gujarat, Maharashtra, Kerala have improved and have declined for Haryana and Punjab.
State 1st Year 2nd Year 3rd Year 4th Year
AP 437 442 433 466
GJ 400 410 427 449
HR 450 438 464 458
KA 403 405 410 444
KL 468 462 474 485
MH 439 436 466 478
PB 448 452 448 441
TN 407 389 418 445
31
AMCAT Mean Scores – Domain
32
AMCAT Mean Score – Domain Category-wise
4th year students from 1.3 CFTI colleges have highest domain scores followed by 1.1 CFI and 1.3 State. These scores are lowest for students from 1.1 State Colleges.
Category
4th Year
Domain Mean Scores (National Weighted Mean – 422)
1.1-CFI 477
1.1-State 455
1.3-CFTI 501
1.3-State 465 Above National Average
Close to National Average (Mean Score – 25)
Below National Average
The AMCAT Mean Score- Domain table represent the domain average scores obtained by 4th year students from different college categories
33
AMCAT Mean Score – Domain (1.1)
State 4th Year
Domain Mean Scores (National Weighted Mean – 422)
AS 435
BR 441
CG 416
HP 439
JK 420
JH 430
MP 482
OD 445
RJ 459
UP 487
UK 442
4th year students from MP and UP are at the top and J&K and Chhattisgarh at bottom.
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
The AMCAT Mean Score- Domain (1.1) table shows the domain average scores obtained by 4th year students from various states in 1.1 Colleges
34
AMCAT Mean Score – Domain (1.3)
State 4th Year
Domain Mean Scores (National Weighted Mean – 422)
AP 488
GJ 507
HR 461
KA 436
KL 478
MH 495
PB 465
TN 445
4th year students from Gujarat and Maharashtra are at the top and Karnataka and TN at bottom
Above National Average
Close to National Average (Mean Score – 25)
Below National Average
The AMCAT Mean Score- Domain (1.3) table displays the domain average scores obtained by 4th year students from various states in 1.3 Colleges
35
Aptitude-Bucket Analysis
36
ENGLISH COMPREHENSION (475)
QUANTITATIVE ABILITY (495)
Aptitude-Bucket Analysis (Category-wise)
Score Levels 1.1 CFI 1.3 CFTI 1.1 State 1.3 State Overall
>= 480 915 (52%) 2645 (61%) 19359 (35%) 17545 (40%) 40464 (39%)
>=470 and <=479 70 (4%) 134 (3%) 1809 (3%) 1666 (4%) 3679 (3%)
<=469 781 (44%) 1544 (36%) 35239 (62%) 24129 (56%) 61693 (58%)
52%
4%
44%
61%
3%
36% 35%
3%
62%
40%
4%
56%
>= 480 >=470 and <=479 <=469
1.1 CFI 1.3 CFTI 1.1 State 1.3 State Overall
Score Levels 1.1 CFI 1.3 CFTI 1.1 State 1.3 State Overall
>= 500 813 (50%) 3358 (81%) 2118 (6%) 14661 (35%) 20950 (25%)
>=490 and <=499 55 (3%) 86 (2%) 1732 (5%) 1358 (3%) 3231 (4%)
<=489 772 (47%) 696 (17%) 31280 (89%) 26083 (62%) 58831 (71%)
50%
3%
47%
81%
2%
17%
6% 5%
89%
35%
3%
62%
>= 500 >=490 and <=499 <=489
1.1 CFI 1.3 CFTI 1.1 State 1.3 State Overall
The Category wise performance of students from all college categories are shown in English Comprehension, Quantitative Ability and Logical Ability according to the score levels. 37
LOGICAL ABILITY (465)
Aptitude-Bucket Analysis (Category-wise)
Score Levels 1.1 CFI 1.3 CFTI 1.1 State 1.3 State Overall
>= 470 786 (45%) 3045 (70%) 20022 (36%) 15807 (37%) 39660 (38%)
>=460 and <=469 60 (3%) 151 (4%) 2101 (4%) 1597 (4%) 3909 (4%)
<=459 905 (52%) 1095 (26%) 33310 (60%) 25418 (59%) 60728 (58%)
45%
3%
52%
70%
4%
26% 36%
4%
60%
37%
4%
59%
>= 470 >=460 and <=469 <=459
1.1 CFI 1.3 CFTI 1.1 State 1.3 State Overall
38
ENGLISH COMPREHENSION (475)
Aptitude-Bucket Analysis(1.1)
QUANTITATIVE ABILITY (495)
Assam has the highest percentage of candidates above national average and Chhattisgarh has the least for English UP has the highest percentage of students above national average and Chhattisgarh the least for Quants.
Score Levels AS BR CG HP JK JH MP OD RJ UP UK
>= 480 1744 (56%) 708 (21%) 644 (20%) 528 (31%) 565 (43%) 357 (22%) 3299 (41%) 4783 (42%) 1406 (24%) 3931 (33%) 1181 (32%)
>=470 and <=479 134 (4%) 98 (3%) 91 (3%) 71 (4%) 37 (3%) 38 (2%) 224 (3%) 399 (4%) 167 (3%) 377 (3%) 140 (4%)
<=469 1244 (40%) 2616 (76%) 2529 (77%) 1092 (65%) 727 (54%) 1228 (76%) 4495 (56%) 6179 (54%) 4221 (73%) 7749 (64%) 2318 (64%)
Score Levels AS BR CG HP JK JH MP OD RJ UP UK
>= 500 1108 (37%) 1475 (45%) 654 (21%) 373 (23%) 363 (28%) 427 (28%) 3577 (47%) 4228 (39%) 1938 (34%) 5867 (51%) 1030 (30%)
>=490 and <=499 118 (4%) 133 (4%) 83 (3%) 53 (3%) 37 (3%) 58 (4%) 213 (3%) 339 (3%) 191 (3%) 367 (3%) 120 (3%)
<=489 1749 (59%) 1702 (51%) 2372 (76%) 1202 (74%) 890 (69%) 1013 (68%) 3833 (50%) 6365 (58%) 3496 (63%) 5394 (46%) 2316 (67%)
The State wise performance of students from 1.1 colleges in different states are displayed for English Comprehension, Quantitative Ability and Logical Ability according to the score levels. 39
LOGICAL ABILITY (465)
Aptitude-Bucket Analysis (1.1)
MP and UP have the highest percentage of candidates above national average and Chhattisgarh has the least for Logical Ability.
Score Levels AS BR CG HP JK JH MP OD RJ UP UK
>= 470 1130 (26%) 1110 (24%) 724 (18%) 433 (20%) 393 (22%) 443 (21%) 3445 (29%) 4341 (27%) 1885 (24%) 4888 (29%) 1099 (23%)
>=460 and <=469 114 (3%) 153 (3%) 95 (2%) 59 (3%) 41 (2%) 71 (3%) 296 (3%) 460 (3%) 226 (3%) 416 (2%) 139 (3%)
<=459 3090 (71%) 3394 (73%) 3211 (80%) 1684 (77%) 1326 (76%) 1612 (76%) 7812 (68%) 11096 (73%) 5749 (73%) 11837 (69%) 3579 (74%)
40
ENGLISH COMPREHENSION (475)
Aptitude-Bucket Analysis (1.3)
QUANTITATIVE ABILITY (495)
Kerala has the highest percentage of candidates above national average and Gujarat has the least for English Kerala has the highest percentage of students above national average in Quantitative Ability and Tamil Nadu the least
Score Levels AP GJ HR KA KL MH PB TN
>= 480 783 (41%) 581 (30%) 1442 (42%) 3468 (37%) 1376 (61%) 4537 (44%) 931 (42%) 4785 (39%)
>=470 and <=479 92 (5%) 67 (3%) 133 (4%) 413 (4%) 70 (3%) 352 (3%) 79 (4%) 478 (4%)
<=469 1041 (54%) 1291 (67%) 1883 (54%) 5518 (59%) 823 (36%) 5512 (53%) 1170 (54%) 7036 (57%)
Score Levels AP GJ HR KA KL MH PB TN
>= 500 808 (43%) 808 (43%) 1618 (48%) 2307 (25%) 1216 (56%) 4519 (45%) 942 (46%) 2891 (24%)
>=490 and <=499 70 (4%) 54 (3%) 110 (3%) 310 (3%) 82 (4%) 316 (3%) 49 (2%) 375 (3%)
<=489 988 (53%) 1009 (54%) 1639 (49%) 6609 (72%) 862 (40%) 5265 (52%) 1079 (52%) 8677 (73%)
The State wise performance of students from 1.3 colleges in different states are displayed for English Comprehension, Quantitative Ability and Logical Ability according to the score levels. 41
LOGICAL ABILITY (465)
Aptitude-Bucket Analysis (1.3)
Kerala has the highest percentage of candidates above national average and Karnataka has the least for Logical Ability.
Score Levels AP GJ HR KA KL MH PB TN
>= 470 769 (40%) 627 (33%) 1625 (47%) 2533 (27%) 1299 (58%) 4863 (47%) 936 (43%) 3572 (30%)
>=460 and <=469 87 (5%) 62 (3%) 126 (4%) 358 (4%) 85 (4%) 372 (4%) 103 (5%) 424 (3%)
<=459 1053 (55%) 1229 (64%) 1678 (49%) 6394 (69%) 860 (38%) 5043 (49%) 1114 (52%) 8142 (67%)
42
ENGLISH COMPREHENSION (475)
QUANTITATIVE ABILITY (495)
Aptitude-Bucket Analysis (Batch-wise)
Score Levels 4th Year 3rd Year 2nd Year 1st Year Overall
>= 480 11890 (45%) 11838 (41%) 8657 (33%) 8079 (34%) 40464 (39%)
>=470 and <=479 903 (3%) 1018 (4%) 905 (3%) 853 (4%) 3679 (3%)
<=469 14069 (52%) 16012 (55%) 16671 (64%) 14941 (62%) 61693 (58%)
45%
3%
52%
41%
4%
55%
33%
3%
64%
34%
4%
62%
>= 480 >=470 and <=479 <=469
4th Year 3rd Year 2nd Year 1st Year Overall
Score Levels 4th Year 3rd Year 2nd Year 1st Year Overall
>= 500 12344 (48%) 11222 (41%) 8264 (33%) 8120 (35%) 39950 (39%)
>=490 and <=499 789 (3%) 933 (3%) 775 (3%) 734 (3%) 3231 (3%)
<=489 12849 (49%) 15511 (56%) 16303 (64%) 14168 (62%) 58831 (58%)
48%
3%
49%
41%
3%
56%
33%
3%
64%
35%
3%
62%
>= 500 >=490 and <=499 <=489
4th Year 3rd Year 2nd Year 1st Year Overall
The Batch wise performance of students across all batches are represented for English Comprehension, Quantitative Ability and Logical Ability according to the score levels.
43
LOGICAL ABILITY (465)
Aptitude-Bucket Analysis (Batch-wise)
Score Levels 4th Year 3rd Year 2nd Year 1st Year Overall
>= 470 12436 (48%) 11369 (40%) 8291 (32%) 7564 (32%) 39660 (38%)
>=460 and <=469 1047 (4%) 1128 (4%) 926 (4%) 808 (3%) 3909 (4%)
<=459 12551 (48%) 16192 (56%) 16781 64%) 15204 (65%) 60728 (58%)
48%
4%
48%
40%
4%
56%
32%
4%
64%
32%
3%
65%
>= 470 >=460 and <=469 <=459
4th Year 3rd Year 2nd Year 1st Year Overall
44
Employability Analysis
45
Employability – Category-wise
1.3 CFTI college has the highest employability among all the colleges across various roles. 1.1 State and 1.3 State colleges have similar employability with 1.3 state colleges being slightly better.
Category IT
Services IT
Product Hardware & Networking
Electronics & Semiconductor
Automotive Civil Design/ Construction
Electrical/ Energy &
Power Mechanical
KPO/ Analyst
Industrial/ Production
Total Students Employable
1.1-CFI 41% 16% 69% 16% 38% 32% 32% 31% 32% 27% 64%
1.3-CFTI 60% 29% 82% 35% 65% 41% 46% 47% 47% 57% 78%
1.1-State 26% 14% 54% 9% 16% 16% 18% 13% 19% 15% 48%
1.3-State 30% 10% 61% 12% 28% 18% 18% 19% 24% 21% 56%
The Category wise Employability table shows the employability figures of students from different category colleges in various job roles
46
Employability – State-wise (1.1)
State/ Industry
IT Services
IT Product
Hardware & Networking
Electronics & Semiconductor
Automobile/ manufacturing
Civil Design/ Construction
Electrical/ Energy &
Power Mechanical
KPO/ Analyst
Industrial/ Production
Total Employable
Students
AS 31% 11% 67% 9% 14% 16% 21% 14% 18% 7% 59%
BR 15% 0% 40% 5% 15% 12% 11% 4% 8% 5% 36%
CG 11% 4% 37% 1% 4% 17% 10% 8% 4% 5% 31%
HP 14% 2% 46% 1% 16% 14% 3% 9% 7% 20% 41%
JK 16% 0% 38% 4% 50% 14% 9% 50% 10% 50% 34%
JH 12% 3% 39% 5% 23% 2% 4% 9% 5% 4% 34%
MP 37% 25% 61% 19% 30% 27% 22% 24% 20% 26% 53%
OD 33% 15% 61% 14% 16% 19% 27% 13% 20% 16% 55%
RJ 20% 9% 52% 7% 14% 11% 11% 12% 9% 14% 48%
UP 27% 17% 56% 11% 18% 23% 20% 16% 15% 16% 51%
UK 18% 9% 48% 5% 12% 7% 7% 7% 9% 7% 42%
MP has the most and Chhattisgarh has the least employability using IT Services as a scale for employability.
The State wise Employability table shows the employability figures of students from 1.1 colleges in different job roles across various states.
47
Employability – State-wise (1.3)
State/ Industry
IT Services
IT Product
Hardware & Networking
Electronics & Semiconductor
Automobile/ manufacturing
Civil Design/ Construction
Electrical/ Energy &
Power Mechanical
KPO/ Analyst
Industrial/ Production
Total Students Employable
AP 29% 23% 63% 10% 27% 6% 6% 16% 14% 22% 61%
GJ 25% 30% 58% 10% 21% 11% 21% 18% 14% 18% 52%
HR 27% 10% 59% 8% 16% - - 19% 15% 18% 56%
KA 22% 4% 57% 10% 9% 3% 8% 8% 12% 8% 53%
KL 44% 18% 78% 30% 55% 20% 30% 33% 29% 31% 74%
MH 42% 16% 67% 17% 53% 31% 22% 31% 28% 34% 61%
PB 19% 8% 51% 2% 24% - 10% 11% 10% 18% 46%
TN 24% 4% 54% 9% 26% 12% 17% 17% 13% 19% 50%
Kerala is the most and Punjab has least employability using IT Services as a scale for employability.
The State wise Employability table represents the employability figures of students from 1.3 colleges in different job roles across various states.
48
Training Need Analysis
49
Training Requirement – Category-wise
Very Less Improvement Required
Moderate Improvement Required
Strong Improvement Required
Category English Quantitative Ability Logical Ability
1.1-CFI 491 492 447
1.3-CFTI 520 617 498
1.1-State 442 448 430
1.3-State 462 435 432
Overall 454 450 434
1.1 State Colleges require most improvement across all the sections whereas 1.3 CFTI colleges require very less improvement. Overall, there should be strong focus to improve students in all the sections with Logical Ability being at priority.
The Training Requirement- Batch/Category wise table highlights the need for training of the students from different college categories to improve their scores in English, Quantitative Ability and Logical Ability.
50
Training Requirement (Batch/Category-wise)
Very Less Improvement Required
Moderate Improvement Required
Strong Improvement Required
Category/ Batch
4th Year 3rd Year 2nd Year 1st Year
English Quantitative
Ability Logical Ability
English Quantitative
Ability Logical Ability
English Quantitative
Ability Logical Ability
English Quantitative
Ability Logical Ability
1.1-CFI 514 532 464 499 463 435 475 476 442 465 475 439
1.3-CFTI 547 634 507 517 610 498 485 594 489 516 618 492
1.1-State 457 479 450 450 450 433 428 421 415 426 435 417
1.3-State 484 476 458 469 440 437 449 413 420 450 416 415
Strong improvement is required for 1.1 State colleges across all batches. Logical Ability also require moderate to strong improvement in all years.
The Training Requirement- Batch/Category wise table brings out the need for training of the students from all college categories across batch years to improve their scores in English, Quantitative Ability and Logical Ability.
51
Training Requirement (1.1) All Batches Combined
Very Less Improvement Required
Moderate Improvement Required
Strong Improvement Required
State English Quantitative Ability Logical Ability
AS 500 445 432
BR 404 469 428
CG 394 377 398
HP 439 393 408
JK 462 399 412
JH 408 414 418
MP 458 473 443
OD 464 447 437
RJ 415 433 424
UP 438 491 440
UK 437 414 419
Almost all states require high improvement across all 3 sections.
All of the states require strong improvement in Logical Ability
90% of states need strong focus in Quantitative Ability
90% of states need high improvement in English
The Training Requirement- All Batches (1.1) wise table points out the need for training of the students from 1.1 colleges from all batch years in various states to improve their scores in English, Quantitative Ability and Logical Ability.
52
Training Requirement (1.3) All Batches Combined
Very Less Improvement Required
Moderate Improvement Required
Strong Improvement Required
State English Quantitative Ability Logical Ability
AP 464 466 439
GJ 431 462 422
HR 467 484 453
KA 452 398 415
KL 518 511 472
MH 473 475 455
PB 468 470 448
TN 457 395 412
Karnataka needs very less improvement across all 3 sections.
87% of states require strong improvement in Logical Ability
87% of states need strong focus in Quantitative Ability
75% of states need high improvement in English
The Training Requirement- All Batches (1.3) wise table points out the need for training of the students from 1.3 colleges from all batch years in various states to improve their scores in English, Quantitative Ability and Logical Ability.
53
Training Requirement – Batch-wise
Very Less Improvement Required
Moderate Improvement Required
Strong Improvement Required
Batch English Quantitative Ability Logical Ability
4th Year 471 485 455
3rd Year 462 455 438
2nd Year 439 422 419
1st Year 442 435 420
Even moderate improvement in 4th year students would help them score above the national averages in English, Quantitative and Logical ability.
Strong improvement is required for 2nd year college students.
The Training Requirement- Batch wise table shows the need for training of the students across all batch years to improve their scores in English, Quantitative Ability and Logical Ability.
54
Training Requirement (1.1) 4th Year
Very Less Improvement Required
Moderate Improvement Required
Strong Improvement Required
State English Quantitative Ability Logical Ability
AS 518 470 451
BR 412 479 434
CG 409 399 416
HP 447 415 428
JH 415 423 428
JK 455 385 408
MP 474 511 466
OD 480 481 459
RJ 434 492 451
UK 447 437 437
UP 449 517 456
81% of states require improvement in Logical Ability
72% of states need to focus in Quantitative Ability
72% of states need improvement in English
The Training Requirement-(1.1) table points out the need for training of the 4th year students from 1.1 colleges in various states to improve their scores in English, Quantitative Ability and Logical Ability.
55
Training Requirement (1.3) 4th Year
Very Less Improvement Required
Moderate Improvement Required
Strong Improvement Required
State English Quantitative Ability Logical Ability
AP 472 502 466
GJ 457 519 449
HR 463 473 458
KA 471 440 444
KL 526 526 485
MH 506 518 478
PB 449 457 441
TN 471 432 445
Punjab need high improvement across all 3 sections.
62% of states require improvement in Logical Ability
50% of states need to focus in Quantitative Ability
37% of states need high improvement in English
The Training Requirement-(1.3) table highlights the need for training of the 4th year students from 1.3 colleges in various states to improve their scores in English, Quantitative Ability and Logical Ability.
56
Training Requirement (1.1) 3rd Year
Very Less Improvement Required
Moderate Improvement Required
Strong Improvement Required
State English Quantitative Ability Logical Ability
AS 509 454 435
BR 410 476 434
CG 398 379 406
HP 436 382 403
JH 398 396 412
JK 476 418 423
MP 466 477 445
OD 465 442 436
RJ 416 425 426
UK 446 412 422
UP 460 521 455
Almost all the states require moderate to strong improvement in 3 sections.
All of the states require strong improvement in Logical Ability
90% of states need strong focus in Quantitative Ability
81% of states need high improvement in English
The Training Requirement-(1.1) table points out the need for training of the 3rd year students from 1.1 colleges in various states to improve their scores in English, Quantitative Ability and Logical Ability.
57
Training Requirement (1.3) 3rd Year
Very Less Improvement Required
Moderate Improvement Required
Strong Improvement Required
State English Quantitative Ability Logical Ability
AP 462 444 433
GJ 433 457 427
HR 482 497 464
KA 452 388 410
KL 523 516 474
MH 491 490 466
PB 470 461 448
TN 458 399 418
Kerala requires very less improvement.
62% of states require strong improvement in Logical Ability
62% of states need strong focus in Quantitative Ability
50% of states need high improvement in English
The Training Requirement-(1.3) table shows the need for training of the 3rd year students from 1.3 colleges in various states to improve their scores in English, Quantitative Ability and Logical Ability.
58
Training Requirement (1.1) 2nd Year
Very Less Improvement Required
Moderate Improvement Required
Strong Improvement Required
State English Quantitative Ability Logical Ability
AS 463 394 401
BR 402 460 427
CG 397 376 394
HP 433 369 391
JH 413 428 422
JK 457 388 405
MP 448 448 428
OD 451 414 419
RJ 400 387 402
UK 418 390 399
UP 421 458 424
All states require very strong improvement across all sections.
100% of states require strong improvement in Logical Ability and as well as in Quantitative Ability and English Comprehension.
The Training Requirement-(1.1) table represents the need for training of the 2nd year students from 1.1 colleges in various states to improve their scores in English, Quantitative Ability and Logical Ability.
59
Training Requirement (1.3) 2nd Year
Very Less Improvement Required
Moderate Improvement Required
Strong Improvement Required
State English Quantitative Ability Logical Ability
AP 471 463 442
GJ 419 442 410
HR 459 456 438
KA 441 381 405
KL 513 486 462
MH 437 438 436
PB 479 473 452
TN 442 354 389
Kerala may not require much improvement in English.
87% of states require strong improvement in Logical Ability
All the states need strong focus in Quantitative Ability
62% of states need high improvement in English
The Training Requirement-(1.3) table brings out the need for training of the 2nd year students from 1.3 colleges in various states to improve their scores in English, Quantitative Ability and Logical Ability.
60
Training Requirement (1.1) 1st Year
Very Less Improvement Required
Moderate Improvement Required
Strong Improvement Required
State English Quantitative Ability Logical Ability
AS 492 439 427
BR 392 465 420
CG 375 357 380
HP 438 405 405
JH 409 418 412
JK 448 391 401
MP 432 430 419
OD 457 442 429
RJ 394 392 401
UK 425 412 408
UP 425 474 426
All states require very strong improvement almost across all sections.
All the states require strong improvement in Logical Ability and a strong focus in Quantitative Ability too.
90% of states need high improvement in English
The Training Requirement-(1.1) table points out the need for training of the 1st year students from 1.1 colleges in various states to improve their scores in English, Quantitative Ability and Logical Ability.
61
Training Requirement (1.3) 1st Year
Very Less Improvement Required
Moderate Improvement Required
Strong Improvement Required
State English Quantitative Ability Logical Ability
AP 458 499 437
GJ 413 425 400
HR 454 497 450
KA 444 389 403
KL 510 516 468
MH 455 449 439
PB 446 530 448
TN 458 401 407
Kerala may not require very strong improvement across all sections.
87% of states require strong improvement in Logical Ability
50% of states need strong focus in Quantitative Ability
87% of states need high improvement in English
The Training Requirement-(1.3) table highlights the need for training of the 1st year students from 1.3 colleges in various states to improve their scores in English, Quantitative Ability and Logical Ability.
62
Mean Scores, Standard Deviation and Training Need (4th Year)
63
Training Need (Category-wise) 4th Year
Category
English Quantitative Ability Logical Ability
Mean (475)
SD (100)
SD Points away from National
Mean
Training Need
Mean (495)
SD (115)
SD Points away from National
Mean
Training Need
Mean (465)
SD (101)
SD Points away from National
Mean
Training Need
1.1-CFI 514 110 0.39 Low 532 163 0.32 Low 464 84 -0.01 Moderate
1.3-CFTI 547 115 0.72 Low 634 155 1.21 Low 507 77 0.41 Low
1.1-State 457 116 -0.18 Moderate 479 164 -0.14 Moderate 450 80 -0.15 Moderate
1.3-State 484 117 0.09 Low 476 166 -0.17 Moderate 458 80 -0.07 Moderate
Overall 471 118 -0.04 Moderate 485 167 -0.09 Moderate 455 81 -0.10 Moderate
The Training Need-Category wise table shows the mean, standard deviation and the need for training of the 4th year students from different category colleges to improve their scores in English, Quantitative Ability and Logical Ability.
64
Training Need (1.1) 4th Year
State
English Quantitative Ability Logical Ability
Mean (475)
SD (100)
SD Points away from National
Mean
Training Need
Mean (495)
SD (115)
SD Points away from National
Mean
Training Need
Mean (465)
SD (101)
SD Points away from National
Mean
Training Need
AS 518 108 0.43 Low 470 141 -0.22 Moderate 451 75 -0.14 Moderate
BR 412 100 -0.63 High 479 145 -0.14 Moderate 434 78 -0.31 Moderate
CG 409 106 -0.66 High 399 138 -0.83 High 416 83 -0.48 Moderate
HP 447 101 -0.28 Moderate 415 129 -0.69 High 428 75 -0.37 Moderate
JK 455 111 -0.20 Moderate 385 160 -0.96 High 408 81 -0.56 High
JH 415 98 -0.60 High 423 147 -0.63 High 428 74 -0.37 Moderate
MP 474 125 -0.01 Moderate 511 179 0.14 Low 466 84 0.01 Low
OD 480 120 0.05 Low 481 171 -0.12 Moderate 459 81 -0.06 Moderate
RJ 434 100 -0.41 Moderate 492 150 -0.02 Moderate 451 74 -0.14 Moderate
UP 449 115 -0.26 Moderate 517 161 0.19 Low 456 78 -0.09 Moderate
UK 447 109 -0.28 Moderate 437 147 -0.50 High 437 75 -0.28 Moderate
The Training Need (1.1) table displays the mean, standard deviation and the need for training of the 4 th year
students from 1.1 category colleges across various states to improve their scores in English, Quantitative Ability and Logical Ability.
65
Training Need (1.3) 4th Year
States
English Quantitative Ability Logical Ability
Mean (475)
SD (100)
SD Points away from National
Mean
Training Need
Mean (495)
SD (115)
SD Points away from National
Mean
Training Need
Mean (465)
SD (101)
SD Points away from National
Mean
Training Need
AP 472 90 -0.03 Moderate 502 166 0.06 Low 466 76 0.01 Low
GJ 457 106 -0.18 Moderate 519 165 0.21 Low 449 74 -0.16 Moderate
HR 463 104 -0.12 Moderate 473 157 -0.19 Moderate 458 74 -0.07 Moderate
KA 471 103 -0.04 Moderate 440 152 -0.48 Moderate 444 71 -0.21 Moderate
KL 526 111 0.51 Low 526 144 0.27 Low 485 74 0.19 Low
MH 506 130 0.31 Low 518 178 0.20 Low 478 81 0.13 Low
PB 449 103 -0.26 Moderate 457 152 -0.33 Moderate 441 72 -0.23 Moderate
TN 471 113 -0.04 Moderate 432 149 -0.55 High 445 84 -0.20 Moderate
The Training Need (1.3) table represents the mean, standard deviation and the need for training of the 4th year
students from 1.3 category colleges across various states to improve their scores in English, Quantitative Ability and Logical Ability.
66
Training Need (College-wise) 4th Year - English
S.No College Name State Category English
Mean (475)
SD (100)
Campus Percentile
SD Points away from National Mean
Training Need
1 Government College of Engineering Kalahandi Orissa 1.1-State 431 94 0.33 -0.44 Moderate
2 Government College of Engineering, Karad Maharashtra 1.3-State 473 103 0.49 -0.02 Moderate
3 Government College of Engineering, Jalgaon Maharashtra 1.3-State 427 99 0.31 -0.48 Moderate
4 Rajakiya Engineering College, Ambdkarnagar Uttar Pradesh 1.1-State 421 91 0.29 -0.54 High
5 Gaya College of Engineering , Tarka Bihar 1.1-State 414 72 0.27 -0.61 High
6 Samrat Ashok Technological Institute Madhya Pradesh 1.1-State 445 111 0.38 -0.3 Moderate
7 Jorhat Engineering College Assam 1.1-State 530 103 0.71 0.55 Low
8 Institute of Engineering & Technology, Dr RML Awadh University Uttar Pradesh 1.1-State 412 91 0.27 -0.63 High
9 Shri Guru Govind Singhji Institute of Engineering & Technology Maharashtra 1.3-State 468 110 0.47 -0.07 Moderate
10 Lok Nayak Jay Prakash Institute of Technology, Chhapra Bihar 1.1-State 376 93 0.16 -0.99 High
11 Government Engineering College, Banswara Rajasthan 1.1-State 394 81 0.21 -0.81 High
12 Indira Gandhi Engineering College Madhya Pradesh 1.1-State 401 101 0.23 -0.74 High
13 Institute of Engineering & Technology, Lucknow Uttar Pradesh 1.1-State 520 121 0.67 0.45 Low
14 Rajkiya Engineering College, Azamgarh Uttar Pradesh 1.1-State 417 93 0.28 -0.58 High
15 Government Engineering College Chhattisgarh 1.1-State 409 106 0.25 -0.66 High
16 Uma Nath Singh Institute of Engineering & Technology Uttar Pradesh 1.1-State 369 82 0.15 -1.06 High
17 Madan Mohan Malviya University of Technology Uttar Pradesh 1.1-State 478 115 0.51 0.03 Low
18 Rajkiya Engineering College Banda Uttar Pradesh 1.1-State 424 96 0.3 -0.51 High
19 Government Engineering College, Keonjhar Orissa 1.1-State 424 99 0.31 -0.51 High
20 Punjab Engineering College, Chandigarh Union Territory 1.3-State 565 114 0.82 0.9 Low
21 Guru Jambeshwar University of Science & Technology Haryana 1.3-State 442 93 0.37 -0.33 Moderate
67
Training Need (College-wise) 4th Year - English
S.No College Name State Category English
Mean (475)
SD (100)
Campus Percentile
SD Points away from National Mean
Training Need
22 Gauhati University Institute of Science and Technology Assam 1.1-State 487 111 0.55 0.12 Low
23 Parala Maharaja Engineering College Orissa 1.1-State 433 98 0.34 -0.42 Moderate
24 Dibrugarh University Institute of Engineering and Technology Assam 1.1-State 512 98 0.64 0.37 Low
25 Indian Institue of Information Technology Manipur 1.1-CFI 496 100 0.58 0.21 Low
26 Uttar Pradesh Textile Technology Institute, Kanpur Uttar Pradesh 1.1-State 430 108 0.33 -0.45 Moderate
27 Rajkiya Engineering College - Bijnor Uttar Pradesh 1.1-State 441 102 0.37 -0.34 Moderate
28 Government College of Engineering, Aurangabad Maharashtra 1.3-State 469 102 0.48 -0.06 Moderate
29 Basaveshwar Engineering College, Bagalkot Karnataka 1.3-State 428 92 0.32 -0.47 Moderate
30 PET MJP Rohilakhand University, Bareilly Uttar Pradesh 1.1-State 418 96 0.28 -0.57 High
31 Institute of Engineering & Technology, Bundelkhand University Uttar Pradesh 1.1-State 413 115 0.27 -0.62 High
32 Atal Bihari Vajpai Government Institute of Engineering & Technology Himachal Pradesh 1.1-State 417 88 0.28 -0.58 High
33 Dr. B.R. Ambedkar Institute of Technology Union Territory 1.1-State 433 79 0.34 -0.42 Moderate
34 Institute of Engineering & Technology, Dr BR Ambedkar University Uttar Pradesh 1.1-State 385 71 0.18 -0.9 High
35 Assam Engineering College, Guwahati Assam 1.1-State 538 112 0.73 0.63 Low
36 Government College of Engineering and Technology, Chak Jammu and Kashmir 1.1-State 494 110 0.58 0.19 Low
37 Malnad College of Engineering Karnataka 1.3-State 453 98 0.41 -0.22 Moderate
38 Bhagalpur College of Engineering, Bhagalpur Bihar 1.1-State 467 111 0.47 -0.08 Moderate
39 Nalanda College of Engineeirng, Gokhulpur Bihar 1.1-State 391 84 0.2 -0.84 High
40 College of Engineering and Technology, Udaipur Rajasthan 1.1-State 454 101 0.42 -0.21 Moderate
41 Nanhi Pari Seemant Engineering Institute, Pithoragarh Uttarakhand 1.1-State 412 82 0.26 -0.63 High
42 Motihari College of Engineering, Motihari Bihar 1.1-State 373 77 0.15 -1.02 High
68
Training Need (College-wise) 4th Year - English
S.No College Name State Category English
Mean (475)
SD (100)
Campus Percentile
SD Points away from National Mean
Training Need
43 Sri Venkateswara University College Of Engineering Andhra Pradesh 1.3-State 472 90 0.49 -0.03 Moderate
44 Government Engineering College, Ajmer Rajasthan 1.1-State 441 104 0.37 -0.34 Moderate
45 Kamla Nehru Institute of Technology, Sultanpur Uttar Pradesh 1.1-State 478 112 0.51 0.03 Low
46 Muzaffarpur Institute of Technology, Muzaffarpur Bihar 1.1-State 440 104 0.36 -0.35 Moderate
47 Government College of Engineering & Technology, Bikaner Rajasthan 1.1-State 422 97 0.3 -0.53 High
48 Baba Ghulam Shah Badshah University, Rajouri Jammu and Kashmir 1.1-State 421 91 0.29 -0.54 High
49 Sant Longowal Institute of Engineering and Technology Punjab 1.3-CFTI 449 103 0.4 -0.26 Moderate
50 Bundelkhand Institute of Engineering & Technology , Jhansi Uttar Pradesh 1.1-State 473 107 0.49 -0.02 Moderate
51 Kumaon Institute of Technology, Almora Uttarakhand 1.1-State 457 114 0.43 -0.18 Moderate
52 National Institute of Technology Manipur 1.1-CFI 480 103 0.56 0.05 Low
53 Government Engineering College - Jhalawar Rajasthan 1.1-State 383 72 0.18 -0.92 High
54 YMCA Institute of Engineering Haryana 1.3-State 491 114 0.56 0.16 Low
55 Government Engineering College - Bharatpur Rajasthan 1.1-State 381 84 0.17 -0.94 High
56 Ujjain Engineering College Madhya Pradesh 1.1-State 443 128 0.37 -0.32 Moderate
57 University Institute of Engineering and Technology Haryana 1.3-State 487 109 0.55 0.12 Low
58 Birla Vishwakarma Mahavidyalaya Gujarat 1.3-State 456 106 0.43 -0.19 Moderate
59 Bhuvaneshwar College of Engineering and Technology Orissa 1.1-State 510 121 0.76 0.35 Low
60 BVB College of Engineering and Technology Karnataka 1.3-State 510 98 0.7 0.35 Low
61 National Institute of Technology, Yupia Arunachal Pradesh 1.1-CFI 545 103 0.76 0.7 Low
62 School of Engineering, Cochin University of Science of Technology Kerala 1.3-State 526 111 0.7 0.51 Low
63 Bineswar Brahma Engineering College Chandrapara Assam 1.1-State 473 109 0.49 -0.02 Moderate
69
Training Need (College-wise) 4th Year - English
S.No College Name State Category English
Mean (475)
SD (100)
Campus Percentile
SD Points away from National Mean
Training Need
64 Veer Surendra Sai University of Technology Orissa 1.1-State 532 120 0.71 0.57 Low
65 Government Engineering College, Jagdalpur Bastar Chhattisgarh 1.1-State 398 100 0.22 -0.77 High
66 National Institute of Technology Nagaland 1.1-CFI 552 121 0.78 0.77 Low
67 Govind Ballabh Pant Engineering College Uttarakhand 1.1-State 492 102 0.57 0.17 Low
68 National Institute of Technology Sikkim 1.1-CFI 513 102 0.65 0.38 Low
69 University Institute of Chemical Technology Maharashtra 1.3-State 414 92 0.27 -0.61 High
70 Darbhanga Engineering College Bihar 1.1-State 388 92 0.19 -0.87 High
71 Rajiv Gandhi Government Institute of Engineering & Technology Himachal Pradesh 1.1-State 442 96 0.37 -0.33 Moderate
72 Jawaharlal Neharu Government Engineering College, Ghangoon Himachal Pradesh 1.1-State 465 108 0.46 -0.1 Moderate
73 National Institute of Technology, Shillong Meghalaya 1.1-CFI 508 114 0.63 0.33 Low
74 National Institute of Technology, Surathkal Karnataka 1.3-CFTI 559 117 0.8 0.84 Low
75 National Institute of Technology, Srinagar Jammu & Kashmir 1.1-CFI 552 107 0.78 0.77 Low
76 PSG College of Technology (PSGCT) Tamil Nadu 1.3-State 500 111 0.6 0.25 Low
77 Institute Of Technology Gopeswar Uttarakhand 1.1-State 385 91 0.18 -0.9 High
78 Institute of Chemical Technology, Mumbai Maharashtra 1.3-State 617 114 0.92 1.42 Low
79 Government Women's Engg College, Ajmer Rajasthan 1.1-State 448 96 0.39 -0.27 Moderate
80 Madhav Institute of Technology & Science, Gwalior Madhya Pradesh 1.1-State 498 115 0.59 0.23 Low
81 Women Institute Of Technology Uttarakhand 1.1-State 434 131 0.34 -0.41 Moderate
82 THDC Engineering College Uttarakhand 1.1-State 425 98 0.31 -0.5 Moderate
83 Jabalpur Engineering College, Jabalpur Madhya Pradesh 1.1-State 468 127 0.47 -0.07 Moderate
84 Government College of Engineering, Bargur Tamil Nadu 1.3-State 403 93 0.24 -0.72 High
70
Training Need (College-wise) 4th Year - English
S.No College Name State Category English
Mean (475)
SD (100)
Campus Percentile
SD Points away from National Mean
Training Need
85 Coimbatore Institute of Technology Tamil Nadu 1.3-State 473 112 0.49 -0.02 Moderate
86 Tripura Institute of Technology Tripura 1.1-State 401 100 0.23 -0.74 High
87 University college of Engineering & Technology Jharkhand 1.1-State 433 100 0.34 -0.42 Moderate
88 National Institute of Technology, Aizwal Mizoram 1.1-CFI 457 108 0.43 -0.18 Moderate
89 BVB's Sardar Patel College of Engineering Maharashtra 1.3-State 559 115 0.8 0.84 Low
90 Malaviya National Institute of Technology Rajasthan 1.3-CFTI 599 170 0.73 1.24 Low
91 National Institute of Technology, Raipur Chhattisgarh 1.3-CFTI 552 116 0.78 0.77 Low
92 Govt College of Engineering, Salem Tamil Nadu 1.3-State 487 147 0.26 0.12 Low
93 Shri Mata Vaishno Devi University Jammu and Kashmir 1.1-State 503 136 0.61 0.28 Low
94 Veermata Jijabai Technological Institute Maharashtra 1.3-State 596 123 0.89 1.21 Low
95 Johrat Institute of Science & Technology Assam 1.1-State 477 93 0.51 0.02 Low
96 Dumka Engineering College Jharkhand 1.1-State 388 94 0.19 -0.87 High
97 Government Engineering College, Raipur Chhattisgarh 1.1-State 423 112 0.3 -0.52 High
98 Govt College of Technology, Coimbatore Tamil Nadu 1.3-State 443 105 0.38 -0.32 Moderate
99 Techno India Ramgarh Jharkhand 1.1-State 415 97 0.28 -0.6 High
100 Shri Govindram Seksaria Institute of Technology And Science Madhya Pradesh 1.1-State 537 122 0.73 0.62 Low
101 MBM Engineering College Rajasthan 1.1-State 461 97 0.44 -0.14 Moderate
102 Department of Technology, Kolhapur Maharashtra 1.3-State 408 98 0.25 -0.67 High
103 Indira Gandhi Institute of Technology, Sarang Orissa 1.1-State 499 121 0.59 0.24 Low
71
Training Need (College-wise) 4th Year – Quantitative Ability
S.No College Name State Category Quantitative Ability
Mean (495)
SD (115)
Campus Percentile
SD Points away from National Mean
Training Need
1 Government College of Engineering Kalahandi Orissa 1.1-State 384 120 0.17 -0.97 High
2 Government College of Engineering, Karad Maharashtra 1.3-State 494 137 0.5 -0.01 Moderate
3 Government College of Engineering, Jalgaon Maharashtra 1.3-State 418 140 0.25 -0.67 High
4 Rajakiya Engineering College, Ambdkarnagar Uttar Pradesh 1.1-State 467 134 0.41 -0.24 Moderate
5 Gaya College of Engineering , Tarka Bihar 1.1-State 513 141 0.56 0.16 Low
6 Samrat Ashok Technological Institute Madhya Pradesh 1.1-State 463 167 0.39 -0.28 Moderate
7 Jorhat Engineering College Assam 1.1-State 468 139 0.41 -0.23 Moderate
8 Institute of Engineering & Technology, Dr RML Awadh University Uttar Pradesh 1.1-State 432 122 0.29 -0.55 High
9 Shri Guru Govind Singhji Institute of Engineering & Technology Maharashtra 1.3-State 484 145 0.46 -0.10 Moderate
10 Lok Nayak Jay Prakash Institute of Technology, Chhapra Bihar 1.1-State 403 139 0.21 -0.80 High
11 Government Engineering College, Banswara Rajasthan 1.1-State 404 133 0.21 -0.79 High
12 Indira Gandhi Engineering College Madhya Pradesh 1.1-State 418 145 0.25 -0.67 High
13 Institute of Engineering & Technology, Lucknow Uttar Pradesh 1.1-State 625 141 0.87 1.13 Low
14 Rajkiya Engineering College, Azamgarh Uttar Pradesh 1.1-State 491 132 0.49 -0.03 Moderate
15 Government Engineering College Chhattisgarh 1.1-State 403 137 0.21 -0.80 High
16 Uma Nath Singh Institute of Engineering & Technology Uttar Pradesh 1.1-State 385 129 0.17 -0.96 High
17 Madan Mohan Malviya University of Technology Uttar Pradesh 1.1-State 534 155 0.63 0.34 Low
18 Rajkiya Engineering College Banda Uttar Pradesh 1.1-State 489 129 0.48 -0.05 Moderate
19 Government Engineering College, Keonjhar Orissa 1.1-State 386 137 0.17 -0.95 High
20 Punjab Engineering College, Chandigarh Union Territory 1.3-State 570 183 0.74 0.65 Low
21 Guru Jambeshwar University of Science & Technology Haryana 1.3-State 428 136 0.28 -0.58 High
72
Training Need (College-wise) 4th Year – Quantitative Ability
S.No College Name State Category Quantitative Ability
Mean (495)
SD (115)
Campus Percentile
SD Points away from National Mean
Training Need
22 Gauhati University Institute of Science and Technology Assam 1.1-State 412 134 0.24 -0.72 High
23 Parala Maharaja Engineering College Orissa 1.1-State 406 142 0.22 -0.77 High
24 Dibrugarh University Institute of Engineering and Technology Assam 1.1-State 444 142 0.33 -0.44 Moderate
25 Indian Institue of Information Technology Manipur 1.1-CFI 553 179 0.69 0.50 Low
26 Uttar Pradesh Textile Technology Institute, Kanpur Uttar Pradesh 1.1-State 484 153 0.46 -0.10 Moderate
27 Rajkiya Engineering College - Bijnor Uttar Pradesh 1.1-State 475 151 0.43 -0.17 Moderate
28 Government College of Engineering, Aurangabad Maharashtra 1.3-State 486 169 0.47 -0.08 Moderate
29 Basaveshwar Engineering College, Bagalkot Karnataka 1.3-State 380 127 0.16 -1.00 High
30 PET MJP Rohilakhand University, Bareilly Uttar Pradesh 1.1-State 474 138 0.43 -0.18 Moderate
31 Institute of Engineering & Technology, Bundelkhand University Uttar Pradesh 1.1-State 410 140 0.23 -0.74 High
32 Atal Bihari Vajpai Government Institute of Engineering & Technology Himachal Pradesh 1.1-State 393 116 0.19 -0.89 High
33 Dr. B.R. Ambedkar Institute of Technology Union Territory 1.1-State 354 102 0.11 -1.23 High
34 Institute of Engineering & Technology, Dr BR Ambedkar University Uttar Pradesh 1.1-State 345 130 0.1 -1.30 High
35 Assam Engineering College, Guwahati Assam 1.1-State 518 136 0.58 0.20 Low
36 Government College of Engineering and Technology, Chak Jammu and Kashmir 1.1-State 439 144 0.31 -0.49 Moderate
37 Malnad College of Engineering Karnataka 1.3-State 396 134 0.19 -0.86 High
38 Bhagalpur College of Engineering, Bhagalpur Bihar 1.1-State 606 128 0.83 0.97 Low
39 Nalanda College of Engineeirng, Gokhulpur Bihar 1.1-State 460 136 0.38 -0.30 Moderate
40 College of Engineering and Technology, Udaipur Rajasthan 1.1-State 542 151 0.66 0.41 Low
41 Nanhi Pari Seemant Engineering Institute, Pithoragarh Uttarakhand 1.1-State 375 134 0.15 -1.04 High
42 Motihari College of Engineering, Motihari Bihar 1.1-State 400 116 0.2 -0.83 High
73
Training Need (College-wise) 4th Year – Quantitative Ability
S.No College Name State Category Quantitative Ability
Mean (495)
SD (115)
Campus Percentile
SD Points away from National Mean
Training Need
43 Sri Venkateswara University College Of Engineering Andhra Pradesh 1.3-State 502 167 0.52 0.06 Low
44 Government Engineering College, Ajmer Rajasthan 1.1-State 489 142 0.48 -0.05 Moderate
45 Kamla Nehru Institute of Technology, Sultanpur Uttar Pradesh 1.1-State 601 132 0.82 0.92 Low
46 Muzaffarpur Institute of Technology, Muzaffarpur Bihar 1.1-State 521 137 0.59 0.23 Low
47 Government College of Engineering & Technology, Bikaner Rajasthan 1.1-State 467 133 0.4 -0.24 Moderate
48 Baba Ghulam Shah Badshah University, Rajouri Jammu and Kashmir 1.1-State 322 115 0.07 -1.50 High
49 Sant Longowal Institute of Engineering and Technology Punjab 1.3-CFTI 457 152 0.37 -0.33 Moderate
50 Bundelkhand Institute of Engineering & Technology , Jhansi Uttar Pradesh 1.1-State 610 131 0.84 1.00 Low
51 Kumaon Institute of Technology, Almora Uttarakhand 1.1-State 444 152 0.33 -0.44 Moderate
52 National Institute of Technology Manipur 1.1-CFI 481 142 0.61 -0.12 Moderate
53 Government Engineering College - Jhalawar Rajasthan 1.1-State 379 119 0.16 -1.01 High
54 YMCA Institute of Engineering Haryana 1.3-State 528 173 0.61 0.29 Low
55 Government Engineering College - Bharatpur Rajasthan 1.1-State 396 124 0.2 -0.86 High
56 Ujjain Engineering College Madhya Pradesh 1.1-State 476 158 0.43 -0.17 Moderate
57 University Institute of Engineering and Technology Haryana 1.3-State 525 162 0.6 0.26 Low
58 Birla Vishwakarma Mahavidyalaya Gujarat 1.3-State 522 164 0.59 0.23 Low
59 Bhuvaneshwar College of Engineering and Technology Orissa 1.1-State 534 175 0.79 0.34 Low
60 BVB College of Engineering and Technology Karnataka 1.3-State 504 151 0.61 0.08 Low
61 National Institute of Technology, Yupia Arunachal Pradesh 1.1-CFI 589 163 0.79 0.82 Low
62 School of Engineering, Cochin University of Science of Technology Kerala 1.3-State 527 145 0.61 0.28 Low
63 Bineswar Brahma Engineering College Chandrapara Assam 1.1-State 398 129 0.2 -0.84 High
74
Training Need (College-wise) 4th Year – Quantitative Ability
S.No College Name State Category Quantitative Ability
Mean (495)
SD (115)
Campus Percentile
SD Points away from National Mean
Training Need
64 Veer Surendra Sai University of Technology Orissa 1.1-State 569 166 0.74 0.64 Low
65 Government Engineering College, Jagdalpur Bastar Chhattisgarh 1.1-State 379 128 0.16 -1.01 High
66 National Institute of Technology Nagaland 1.1-CFI 572 171 0.75 0.67 Low
67 Govind Ballabh Pant Engineering College Uttarakhand 1.1-State 507 136 0.54 0.10 Low
68 National Institute of Technology Sikkim 1.1-CFI 585 134 0.78 0.78 Low
69 University Institute of Chemical Technology Maharashtra 1.3-State 348 124 0.1 -1.28 High
70 Darbhanga Engineering College Bihar 1.1-State 444 134 0.33 -0.44 Moderate
71 Rajiv Gandhi Government Institute of Engineering & Technology Himachal Pradesh 1.1-State 398 116 0.2 -0.84 High
72 Jawaharlal Neharu Government Engineering College, Ghangoon Himachal Pradesh 1.1-State 437 140 0.31 -0.50 Moderate
73 National Institute of Technology, Shillong Meghalaya 1.1-CFI 471 155 0.42 -0.21 Moderate
74 National Institute of Technology, Surathkal Karnataka 1.3-CFTI 631 182 0.88 1.18 Low
75 National Institute of Technology, Srinagar Jammu & Kashmir 1.1-CFI 572 156 0.75 0.67 Low
76 PSG College of Technology (PSGCT) Tamil Nadu 1.3-State 457 158 0.37 -0.33 Moderate
77 Institute Of Technology Gopeswar Uttarakhand 1.1-State 390 133 0.18 -0.91 High
78 Institute of Chemical Technology, Mumbai Maharashtra 1.3-State 610 175 0.84 1.00 Low
79 Government Women's Engg College, Ajmer Rajasthan 1.1-State 434 125 0.3 -0.53 High
80 Madhav Institute of Technology & Science, Gwalior Madhya Pradesh 1.1-State 566 160 0.73 0.62 Low
81 Women Institute Of Technology Uttarakhand 1.1-State 390 137 0.18 -0.91 High
82 THDC Engineering College Uttarakhand 1.1-State 413 132 0.24 -0.71 High
83 Jabalpur Engineering College, Jabalpur Madhya Pradesh 1.1-State 504 184 0.53 0.08 Low
84 Government College of Engineering, Bargur Tamil Nadu 1.3-State 397 124 0.2 -0.85 High
75
Training Need (College-wise) 4th Year – Quantitative Ability
S.No College Name State Category Quantitative Ability
Mean (495)
SD (115)
Campus Percentile
SD Points away from National Mean
Training Need
85 Coimbatore Institute of Technology Tamil Nadu 1.3-State 414 142 0.24 -0.70 High
86 Tripura Institute of Technology Tripura 1.1-State 373 118 0.14 -1.06 High
87 University college of Engineering & Technology Jharkhand 1.1-State 449 149 0.34 -0.40 Moderate
88 National Institute of Technology, Aizwal Mizoram 1.1-CFI 427 147 0.28 -0.59 High
89 BVB's Sardar Patel College of Engineering Maharashtra 1.3-State 583 151 0.78 0.77 Low
90 Malaviya National Institute of Technology Rajasthan 1.3-CFTI 599 170 0.9 0.90 Low
91 National Institute of Technology, Raipur Chhattisgarh 1.3-CFTI 630 150 0.88 1.17 Low
92 Govt College of Engineering, Salem Tamil Nadu 1.3-State 487 147 0.18 -0.07 Moderate
93 Shri Mata Vaishno Devi University Jammu and Kashmir 1.1-State 523 162 0.6 0.24 Low
94 Veermata Jijabai Technological Institute Maharashtra 1.3-State 628 166 0.88 1.16 Low
95 Johrat Institute of Science & Technology Assam 1.1-State 457 133 0.37 -0.33 Moderate
96 Dumka Engineering College Jharkhand 1.1-State 382 142 0.16 -0.98 High
97 Government Engineering College, Raipur Chhattisgarh 1.1-State 425 150 0.27 -0.61 High
98 Govt College of Technology, Coimbatore Tamil Nadu 1.3-State 426 139 0.27 -0.60 High
99 Techno India Ramgarh Jharkhand 1.1-State 425 144 0.27 -0.61 High
100 Shri Govindram Seksaria Institute of Technology & Science Madhya Pradesh 1.1-State 596 171 0.81 0.88 Low
101 MBM Engineering College Rajasthan 1.1-State 591 137 0.8 0.83 Low
102 Department of Technology, Kolhapur Maharashtra 1.3-State 379 134 0.16 -1.01 High
103 Indira Gandhi Institute of Technology, Sarang Orissa 1.1-State 511 151 0.55 0.14 Low
76
Training Need (College-wise) 4th Year – Logical Ability
S.No College Name State Category Logical Ability
Mean (465)
SD (101)
Campus Percentile
SD Points away from National Mean
Training Need
1 Government College of Engineering Kalahandi Orissa 1.1-State 417 73 0.32 -0.48 Moderate
2 Government College of Engineering, Karad Maharashtra 1.3-State 478 67 0.55 0.13 Low
3 Government College of Engineering, Jalgaon Maharashtra 1.3-State 442 72 0.41 -0.23 Moderate
4 Rajakiya Engineering College, Ambdkarnagar Uttar Pradesh 1.1-State 443 68 0.41 -0.22 Moderate
5 Gaya College of Engineering , Tarka Bihar 1.1-State 463 71 0.49 -0.02 Moderate
6 Samrat Ashok Technological Institute Madhya Pradesh 1.1-State 448 82 0.43 -0.17 Moderate
7 Jorhat Engineering College Assam 1.1-State 451 73 0.44 -0.14 Moderate
8 Institute of Engineering & Technology, Dr RML Awadh University Uttar Pradesh 1.1-State 422 67 0.34 -0.43 Moderate
9 Shri Guru Govind Singhji Institute of Engineering & Technology Maharashtra 1.3-State 465 74 0.5 0.00 Low
10 Lok Nayak Jay Prakash Institute of Technology, Chhapra Bihar 1.1-State 409 75 0.29 -0.55 High
11 Government Engineering College, Banswara Rajasthan 1.1-State 401 82 0.26 -0.63 High
12 Indira Gandhi Engineering College Madhya Pradesh 1.1-State 428 74 0.36 -0.37 Moderate
13 Institute of Engineering & Technology, Lucknow Uttar Pradesh 1.1-State 502 67 0.64 0.37 Low
14 Rajkiya Engineering College, Azamgarh Uttar Pradesh 1.1-State 443 69 0.41 -0.22 Moderate
15 Government Engineering College Chhattisgarh 1.1-State 424 73 0.34 -0.41 Moderate
16 Uma Nath Singh Institute of Engineering & Technology Uttar Pradesh 1.1-State 398 78 0.25 -0.66 High
17 Madan Mohan Malviya University of Technology Uttar Pradesh 1.1-State 457 82 0.47 -0.08 Moderate
18 Rajkiya Engineering College Banda Uttar Pradesh 1.1-State 443 72 0.41 -0.22 Moderate
19 Government Engineering College, Keonjhar Orissa 1.1-State 426 77 0.35 -0.39 Moderate
20 Punjab Engineering College, Chandigarh Union Territory 1.3-State 457 118 0.47 -0.08 Moderate
21 Guru Jambeshwar University of Science & Technology Haryana 1.3-State 443 71 0.41 -0.22 Moderate
77
Training Need (College-wise) 4th Year – Logical Ability
S.No College Name State Category Logical Ability
Mean (465)
SD (101)
Campus Percentile
SD Points away from National Mean
Training Need
22 Gauhati University Institute of Science and Technology Assam 1.1-State 442 79 0.41 -0.23 Moderate
23 Parala Maharaja Engineering College Orissa 1.1-State 429 74 0.36 -0.36 Moderate
24 Dibrugarh University Institute of Engineering and Technology Assam 1.1-State 429 71 0.36 -0.36 Moderate
25 Indian Institue of Information Technology Manipur 1.1-CFI 461 51 0.48 -0.04 Moderate
26 Uttar Pradesh Textile Technology Institute, Kanpur Uttar Pradesh 1.1-State 448 78 0.43 -0.17 Moderate
27 Rajkiya Engineering College - Bijnor Uttar Pradesh 1.1-State 444 64 0.42 -0.21 Moderate
28 Government College of Engineering, Aurangabad Maharashtra 1.3-State 469 78 0.52 0.04 Low
29 Basaveshwar Engineering College, Bagalkot Karnataka 1.3-State 423 69 0.34 -0.42 Moderate
30 PET MJP Rohilakhand University, Bareilly Uttar Pradesh 1.1-State 435 67 0.38 -0.30 Moderate
31 Institute of Engineering & Technology, Bundelkhand University Uttar Pradesh 1.1-State 429 77 0.36 -0.36 Moderate
32 Atal Bihari Vajpai Government Institute of Engineering & Technology Himachal Pradesh 1.1-State 416 72 0.31 -0.49 Moderate
33 Dr. B.R. Ambedkar Institute of Technology Union Territory 1.1-State 426 59 0.35 -0.39 Moderate
34 Institute of Engineering & Technology, Dr BR Ambedkar University Uttar Pradesh 1.1-State 385 73 0.22 -0.79 High
35 Assam Engineering College, Guwahati Assam 1.1-State 476 71 0.54 0.11 Low
36 Government College of Engineering and Technology, Chak Jammu and Kashmir 1.1-State 422 62 0.34 -0.43 Moderate
37 Malnad College of Engineering Karnataka 1.3-State 437 72 0.39 -0.28 Moderate
38 Bhagalpur College of Engineering, Bhagalpur Bihar 1.1-State 477 50 0.55 0.12 Low
39 Nalanda College of Engineeirng, Gokhulpur Bihar 1.1-State 405 77 0.28 -0.59 High
40 College of Engineering and Technology, Udaipur Rajasthan 1.1-State 461 65 0.49 -0.04 Moderate
41 Nanhi Pari Seemant Engineering Institute, Pithoragarh Uttarakhand 1.1-State 416 75 0.31 -0.49 Moderate
42 Motihari College of Engineering, Motihari Bihar 1.1-State 413 68 0.3 -0.51 High
78
Training Need (College-wise) 4th Year – Logical Ability
S.No College Name State Category Logical Ability
Mean (465)
SD (101)
Campus Percentile
SD Points away from National Mean
Training Need
43 Sri Venkateswara University College Of Engineering Andhra Pradesh 1.3-State 467 76 0.51 0.02 Low
44 Government Engineering College, Ajmer Rajasthan 1.1-State 457 73 0.47 -0.08 Moderate
45 Kamla Nehru Institute of Technology, Sultanpur Uttar Pradesh 1.1-State 493 61 0.61 0.28 Low
46 Muzaffarpur Institute of Technology, Muzaffarpur Bihar 1.1-State 453 75 0.45 -0.12 Moderate
47 Government College of Engineering & Technology, Bikaner Rajasthan 1.1-State 441 75 0.41 -0.24 Moderate
48 Baba Ghulam Shah Badshah University, Rajouri Jammu and Kashmir 1.1-State 380 64 0.2 -0.84 High
49 Sant Longowal Institute of Engineering and Technology Punjab 1.3-CFTI 441 72 0.41 -0.24 Moderate
50 Bundelkhand Institute of Engineering & Technology , Jhansi Uttar Pradesh 1.1-State 488 63 0.59 0.23 Low
51 Kumaon Institute of Technology, Almora Uttarakhand 1.1-State 443 86 0.41 -0.22 Moderate
52 National Institute of Technology Manipur 1.1-CFI 448 73 0.55 -0.17 Moderate
53 Government Engineering College - Jhalawar Rajasthan 1.1-State 392 77 0.23 -0.72 High
54 YMCA Institute of Engineering Haryana 1.3-State 478 85 0.55 0.13 Low
55 Government Engineering College - Bharatpur Rajasthan 1.1-State 415 72 0.31 -0.50 Moderate
56 Ujjain Engineering College Madhya Pradesh 1.1-State 446 78 0.42 -0.19 Moderate
57 University Institute of Engineering and Technology Haryana 1.3-State 476 67 0.54 0.11 Low
58 Birla Vishwakarma Mahavidyalaya Gujarat 1.3-State 450 74 0.44 -0.15 Moderate
59 Bhuvaneshwar College of Engineering and Technology Orissa 1.1-State 480 81 0.54 0.15 Low
60 BVB College of Engineering and Technology Karnataka 1.3-State 461 67 0.58 -0.04 Moderate
61 National Institute of Technology, Yupia Arunachal Pradesh 1.1-CFI 476 91 0.54 0.11 Low
62 School of Engineering, Cochin University of Science of Technology Kerala 1.3-State 484 74 0.58 0.19 Low
63 Bineswar Brahma Engineering College Chandrapara Assam 1.1-State 410 75 0.29 -0.54 High
79
Training Need (College-wise) 4th Year – Logical Ability
S.No College Name State Category Logical Ability
Mean (465)
SD (101)
Campus Percentile
SD Points away from National Mean
Training Need
64 Veer Surendra Sai University of Technology Orissa 1.1-State 482 76 0.57 0.17 Low
65 Government Engineering College, Jagdalpur Bastar Chhattisgarh 1.1-State 392 87 0.23 -0.72 High
66 National Institute of Technology Nagaland 1.1-CFI 487 77 0.59 0.22 Low
67 Govind Ballabh Pant Engineering College Uttarakhand 1.1-State 457 63 0.47 -0.08 Moderate
68 National Institute of Technology Sikkim 1.1-CFI 490 67 0.6 0.25 Low
69 University Institute of Chemical Technology Maharashtra 1.3-State 405 66 0.28 -0.59 High
70 Darbhanga Engineering College Bihar 1.1-State 414 82 0.31 -0.50 Moderate
71 Rajiv Gandhi Government Institute of Engineering & Technology Himachal Pradesh 1.1-State 422 64 0.33 -0.43 Moderate
72 Jawaharlal Neharu Government Engineering College, Ghangoon Himachal Pradesh 1.1-State 438 82 0.39 -0.27 Moderate
73 National Institute of Technology, Shillong Meghalaya 1.1-CFI 443 93 0.41 -0.22 Moderate
74 National Institute of Technology, Surathkal Karnataka 1.3-CFTI 520 59 0.71 0.54 Low
75 National Institute of Technology, Srinagar Jammu & Kashmir 1.1-CFI 494 76 0.61 0.29 Low
76 PSG College of Technology (PSGCT) Tamil Nadu 1.3-State 453 81 0.45 -0.12 Moderate
77 Institute Of Technology Gopeswar Uttarakhand 1.1-State 408 59 0.28 -0.56 High
78 Institute of Chemical Technology, Mumbai Maharashtra 1.3-State 508 83 0.67 0.43 Low
79 Government Women's Engg College, Ajmer Rajasthan 1.1-State 448 67 0.43 -0.17 Moderate
80 Madhav Institute of Technology & Science, Gwalior Madhya Pradesh 1.1-State 489 72 0.59 0.24 Low
81 Women Institute Of Technology Uttarakhand 1.1-State 431 84 0.37 -0.34 Moderate
82 THDC Engineering College Uttarakhand 1.1-State 429 70 0.36 -0.36 Moderate
83 Jabalpur Engineering College, Jabalpur Madhya Pradesh 1.1-State 462 82 0.49 -0.03 Moderate
84 Government College of Engineering, Bargur Tamil Nadu 1.3-State 404 66 0.27 -0.60 High
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Training Need (College-wise) 4th Year – Logical Ability
S.No College Name State Category Logical Ability
Mean (465)
SD (101)
Campus Percentile
SD Points away from National Mean
Training Need
85 Coimbatore Institute of Technology Tamil Nadu 1.3-State 444 93 0.42 -0.21 Moderate
86 Tripura Institute of Technology Tripura 1.1-State 404 68 0.27 -0.60 High
87 University college of Engineering & Technology Jharkhand 1.1-State 439 70 0.4 -0.26 Moderate
88 National Institute of Technology, Aizwal Mizoram 1.1-CFI 413 87 0.3 -0.51 High
89 BVB's Sardar Patel College of Engineering Maharashtra 1.3-State 496 80 0.62 0.31 Low
90 Malaviya National Institute of Technology Rajasthan 1.3-CFTI 599 170 0.64 1.33 Low
91 National Institute of Technology, Raipur Chhattisgarh 1.3-CFTI 510 74 0.67 0.45 Low
92 Govt College of Engineering, Salem Tamil Nadu 1.3-State 487 147 0.34 0.22 Low
93 Shri Mata Vaishno Devi University Jammu and Kashmir 1.1-State 477 104 0.55 0.12 Low
94 Veermata Jijabai Technological Institute Maharashtra 1.3-State 517 75 0.7 0.51 Low
95 Johrat Institute of Science & Technology Assam 1.1-State 439 66 0.4 -0.26 Moderate
96 Dumka Engineering College Jharkhand 1.1-State 410 73 0.29 -0.54 High
97 Government Engineering College, Raipur Chhattisgarh 1.1-State 440 78 0.4 -0.25 Moderate
98 Govt College of Technology, Coimbatore Tamil Nadu 1.3-State 450 77 0.44 -0.15 Moderate
99 Techno India Ramgarh Jharkhand 1.1-State 430 76 0.36 -0.35 Moderate
100 Shri Govindram Seksaria Institute of Technology And Science , Indore Madhya Pradesh 1.1-State 494 88 0.61 0.29 Low
101 MBM Engineering College Rajasthan 1.1-State 484 60 0.57 0.19 Low
102 Department of Technology, Kolhapur Maharashtra 1.3-State 422 78 0.34 -0.43 Moderate
103 Indira Gandhi Institute of Technology, Sarang Orissa 1.1-State 484 68 0.58 0.19 Low
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Feedback reports
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Student Feedback Report
How did I perform?
AMCAT Scores
Personalized feedback
What is my personality?
Scores and their
description
Your personality
type
What jobs will I get?
Which job profiles you
best fit in
Cut-offs for different profiles
How can I improve?
Authoritative resources and
references
Time schedule
AMCAT Scores
Your Personality
Your Industry and Job Fitment
Module Feedback
References & Time schedule
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CAMPUS FEEDBACK REPORT
Score Analysis (Inferences & Performance Summary)
Training Suggestions
Company Match (Perspective on company shortlisting criteria)
Employability Prospects
Bird’s Eye view of Employability
Intra Campus comparison (Degree & stream comparison)
Perspective on students (Star performers, High potential Students)
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Findings: 1.3 CFTI college students have scored better than 1.1 CFI, 1.1 State and 1.3 State college student. It has been observed that the final year students across all categories have performed significantly better than the
rest of Batches. Performance of first, second & third students across 1.1 state & 1.3 state category is below the national average. MP is the only state in 1.1 state category where mean scores close to national average across all modules. Kerala is the only state in 1.3 state category where the mean scores are close to national average across all modules. 1.3 CFTI colleges have the highest employability among all the colleges 1.1 State Colleges require very high improvement across all the sections when compared to other colleges.
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Recommendations:
We need to understand requirements of companies and at the same time make students realize and understand the scope/career prospects the large global corporations and new age start-ups have in store for them. It is important that students understand the skill sets needed to work in corporations
Use of standardized employability assessments from the first year itself to recognize student gaps and provide them personalized feedback to improve. These skills need to be tested year-on-year to track improvement and also, measure newly acquired skills each year.
We need to make our students ready for the changing skill demands of the future therefore learning new skills, which will
be relevant and useful in future, is the need of the hour.
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Technical Annexure (1/4) AMCAT The AMCAT is a computer adaptive test which measures candidates on critical areas like communication skills, logical reasoning, quantitative skills and job specific domain skills thus helping recruiters identify the suitability of a candidate. By having a standardized aptitude test (i.e. a common aptitude test taken by millions of candidates), scores can be quickly compared across multiple candidates. The candidates can obtain a score varying from 100 to 900 in English, Logical, Quantitative Ability and Domain modules based on his performance. AMCAT is inherently fair since every test taker is evaluated on same parameters. Hence shortlisting can happen strictly on merit. A few prominent features of AMCAT are listed below:
• Adaptive: AMCAT is an Item Response Theory (IRT) driven statistical assessment technology with intelligent learning
system ensures highly accurate evaluation • Standardized: Accurate and comparable evaluation across location and time and establishes long term benchmarks of
quality • Valid: Used a few million times every year in recruitment and L&D scenarios and validated for 200+ job roles across various
industry sectors • Reliable: Adheres to global standards of reliability and repeatability and ensures un-biased, predictive evaluation • Large Question Banks: Has high quality, large statistically rated question banks which are evolving with exposure control,
automatic filtering, content balancing
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Technical Annexure (2/4) National Mean The national average score of the modules are calculated by sampling of data on about 169290 engineering students from multiple engineering colleges across multiple Indian states. The scores are calculated based on different demographics- Gender, Region, Tier of Cities, Metro and Non-Metro Cities, and Top Campuses. The analysis and findings of these help us calculate the national average of the module. It is the score which majority of the candidates achieve. The figure 1 shows the sample distribution and the national average score for a module. The candidates are sampled based on scores received in the modules and National Average is the score which maximum candidates achieve for the module. It is 470 for the module taken as an example. The data of candidates is sampled on a yearly basis and the national averages are annually updated. The analysis and findings are based on the results of the students on AMCAT: Aspiring Minds Computer Adaptive Test, which is India's largest and only standardized employability test. AMCAT covers all objective parameters such as English communication, Quantitative aptitude, Problem-solving skills, and knowledge of domain areas. The test was conducted under a proctored and credible environment ensured by Aspiring Minds.
Figure 1: Sample Distribution and National Average
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Technical Annexure (3/4) Tables below provides the sample size of various demographics like Gender, Region- Tier of City, College City, Residence City and College Variance that Aspiring Minds use to calculate the National Averages for various modules
Gender Sample Size Percentage
Female 67322 39.77%
Male 101968 60.23%
Tier Sample Size Percentage
Tier 1 69495 41.05%
Tier 2 60149 35.53%
Tier 3 39646 23.42%
City- Metro/ Non Metro Sample Size Percentage
Metro 48280 28.52%
Non-Metro 121010 71.48%
City- Metro/ Non Metro Sample Size Percentage
Metro 74056 43.75%
Non-Metro 95234 56.25%
Top 30 vs Rest colleges Sample Size Percentage
Top 30 15789 9.33%
Rest 153501 90.67%
Table 2: Region- Tier of City
Table 5: College Variance- Top 30 colleges Vs Rest
Table 4: Region- City of College Metro Vs Non-Metro
Table 1: Gender
Table 3: Region- City of Residence Metro Vs Non-Metro
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Technical Annexure (4/4)
Standard Deviation Standard deviation is the measurement of how a number varies from the average number in a group. A low standard deviation means that most data is very close to the average and a high standard deviation means that numbers are spread out. It is calculated using the formula in figure 2.
Figure 2
Employability
A person is said to be employable if he/she possesses the required skill set to perform well on the job. The skill sets are measured by the different modules under the AMCAT test and Aspiring Minds has established the cutoffs on each module and benchmarked it with multiple corporations. The criteria for employability is based on the studies conducted with various corporations in various sectors, benchmarking their current employees in different profiles through objective assessment based on AMCAT and establishing feedback through on-job performance data. These benchmarks serve as a standard for several large-sized companies across the nation. To calculate the employability of a candidate in the role of Software Engineer- IT Services, he should score equal to or above 950 marks together in Quants and Logical Ability section. He also has to score equal to or above 450 and 480 in Logical Ability and English sections respectively to be considered as employable for this role. The candidates who clear this criterion verses the total number of candidates give the national employability for the role of Software Engineer- IT Services.
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Thank You