One Number That Summarizes Your Placement Readiness Across All Dimensions
Our composite index aggregates your portfolio score, SQL proficiency, coding capability, aptitude readiness, and communication skill into a single 0-100 readiness score. Compare against peer benchmarks and track your improvement over time.
Why a Single Composite Score Matters
Placement readiness is multi-dimensional — portfolio, SQL, coding, aptitude, communication — but placement outcomes are binary: offer or no offer. A student with a 95th percentile portfolio and a 20th percentile aptitude score will clear product-company interviews and fail service-company written tests. A student with the reverse profile will clear service-company tests and fail product-company interviews. Neither student can easily answer the question 'am I placement ready?' because the answer depends on which hiring track they are targeting. The Placement Success Index solves this by computing two composite scores: a service-company readiness score (weighted toward aptitude, basic coding, and communication) and a product-company readiness score (weighted toward portfolio depth, SQL proficiency, and system design reasoning). You receive both scores. The gap between them tells you which track you are better prepared for.
The index is designed to be taken repeatedly — ideally at 3-month intervals during preparation. The trend line matters more than any single score. A student whose index moves from 35 to 65 over 6 months has demonstrated consistent improvement, which is itself a positive signal. A student whose index is stuck at 45 despite months of 'preparation' is investing time in activities that are not moving their readiness. The index makes that visible. It converts vague feelings of 'I am preparing' into measurable data: 'my SQL score improved by 12 points, my portfolio score is unchanged, I need to shift time from SQL practice to portfolio building.'
System Comparison
| INDEX COMPONENT | SERVICE-COMPANY WEIGHT | PRODUCT-COMPANY WEIGHT |
|---|---|---|
| Portfolio Depth | 10% (service companies rarely evaluate portfolios). | 40% (product companies evaluate portfolios as the primary screening signal). |
| SQL Proficiency | 15% (basic JOIN + GROUP BY tested in service-company technical rounds). | 25% (JOINs, window functions, query optimization tested in product-company interviews). |
| Aptitude Readiness | 35% (primary filter for service-company written tests). | 10% (rarely tested by product companies — portfolio replaces aptitude as the filter). |
Frequently Asked Questions
What is a 'good' Placement Success Index score?
A score of 70+ on either track indicates competitive readiness for that track's typical hiring process. A score of 70-85 indicates you will clear initial screening and the outcome depends on interview performance. A score of 85+ indicates you are in the top quartile of candidates and are likely to receive multiple offers. But the absolute score matters less than the trend — a student who moved from 40 to 65 in 3 months is a better candidate than a student who has been at 65 for 6 months, because improvement velocity signals learning capability.
Calculate Your Placement Success Index
Complete the full readiness assessment (portfolio audit, SQL test, coding challenges, aptitude mock, communication evaluation). Receive your composite index with service-company and product-company scores, peer percentile ranking, and a 90-day improvement plan.
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