Stop guessing your placement ROI.
The measurement gap
Investment goes in. Outcomes are invisible.
These are not hypothetical problems. They are the standard operating mode for placement infrastructure at most institutions right now.
You spend on training vendors every year.
Workshops, soft skills programmes, mock interviews. No way to measure whether any of it moved the needle on placements.
You can't compare departments objectively.
CSE places better than ECE, but is that skills, market conditions, or resume quality? You don't have the data to know.
Batch performance is reported, not analysed.
You get placement rates at the end of the year. No leading indicators, no early signals, no ability to course-correct.
Curriculum gaps show up in rejections, not syllabi.
You find out a batch lacked cloud or data skills because they failed the technical screen, not because any report flagged it.
Placement is a cost centre without a clear ROI story.
You invest in placement infrastructure without a consistent framework for measuring what it actually produced.
Vendor claims are unverifiable.
Training vendors tell you outcomes improved. You have no baseline from before their engagement and no objective post-engagement data.
The shift
A consistent rubric turns placement from anecdote into evidence.
When every student's resume is scored on the same six dimensions, every comparison becomes valid. You can measure vendor impact, track curriculum effectiveness, and present improvement data that withstands scrutiny.
6
Scoring dimensions, consistent across all batches and departments
15%
Average score lift after students act on full feedback
Pre/post
Vendor measurement framework built into the platform
What you get
How does ResumeGrade help management measure placement ROI and curriculum gaps?
ResumeGrade gives institutional leadership objective data on training vendor effectiveness, skill gaps by department, and year on year improvement using a consistent scoring rubric across all programmes.
Pre and post vendor measurement
Score your batch before a training programme begins. Rescore after. The delta is your objective ROI measurement.
Department to department comparison
Compare average readiness scores, at-risk rates, and shortlisting data across departments on a consistent rubric.
Cohort trend tracking
See how your institution's readiness scores evolve year over year. Spot structural improvements and persistent gaps.
Curriculum gap intelligence
Skill coverage scores show exactly which technical and professional skills are consistently missing across a department's batch.
Leading indicators, not just outcomes
Track readiness score distribution weeks before drive season, not just placement rates after the cycle ends.
Executive dashboard access
Institution-level view with summary metrics, trend charts, and department comparisons designed for leadership review.
Common questions
Questions management asks before committing
Run a batch scan before your training programme begins. This gives you a baseline score distribution. Rescore the same batch after the programme ends. The change in average score, improvements by dimension, and shift in at-risk count is your measurable outcome data.
Yes. All scores use the same rubric regardless of department or batch. You can compare CSE vs ECE vs MBA or 2025 batch vs 2026 batch with a consistent methodology.
The skill coverage dimension shows which specific skills are missing across the batch. For a CSE department, this might show that 68% of students lack cloud computing keywords. For an MBA batch, it might show gaps in financial modelling terminology. This maps directly to curriculum planning.
Yes. The platform generates summary views and exportable data that can be used in leadership reviews, governing body presentations, and institutional reporting. We can also provide a structured readiness report at the end of a pilot.
We can get a pilot running within one week of agreement. The pilot typically covers one batch or department over 21 days. Setup involves your placement team, not IT, and requires no integration with existing systems.
From the blog
Understanding at-risk students before placement season
How to identify students heading toward shortlist failure early enough to change the outcome.
Measure what your placement investment actually produces.
Start with a single department or batch pilot. We provide a readiness report at the end that you can present to leadership or a governing board.