ADeveloper
Writes correct code
Technically sound, but struggles with architectural reasoning.
For Talent Acquisition Specialists
Yesterday's hiring process won't identify tomorrow's developers.
Move beyond resumes, aptitude tests, uni-dimensional coding tests, AI-generated portfolios and AI-bot evaluations. SCAV™ identifies developers who can code, solve problems, work effectively with AI, and adapt to what's next.
The Shift
From
Coding ability
Can someone produce code?
→
To
Engineering capability
Can someone build reliable systems, solve unfamiliar problems, evaluate trade-offs, collaborate with AI and keep adapting?
These are not identical competencies. Consider
three developers.
BDeveloper
Writes less code
Demonstrates exceptional engineering judgement by leveraging AI intelligently.
CDeveloper
Learns faster than most
Outperforms peers within months of joining because of extraordinary velocity.
Traditional assessments rarely distinguish between these profiles.
Enter SCAV™
A multidimensional approach to measuring developer intelligence — combining technical execution, engineering reasoning, AI-augmented development and learning adaptability into a unified framework for evaluating engineering readiness.
SCAV™ does not replace existing assessment approaches. It extends them — recognising that engineering excellence emerges from the interaction of multiple capabilities, not from coding performance alone.
The Four Signals of Modern Developer Readiness
The Best
Developers
Today
Don't Just
Write Code.
Modern engineering requires more — a set of new hard skills.
Skills
ProficiencyCan they build quality code?Measures coding proficiency, code quality, problem-solving accuracy, and the ability to deliver reliable software solutions.
Capability
Engineering ExcellenceCan they solve real engineering problems?Evaluates analytical thinking, engineering reasoning, code thinking and the ability to navigate coding challenges.
AI Collaboration
AI EffectivenessCan they work effectively with AI?Assesses how developers leverage AI tools to accelerate development, improve outcomes, and enhance engineering productivity.
Learning Agility
Learning VelocityHow quickly can they learn and adapt?Measures learning agility, adaptability, and the ability to acquire new skills and perform in rapidly changing environments.
»It's not just about coding — it's about thinking, adapting, and solving what's next.
SCAV™ is the unified score that combines all four signals into one predictive indicator of developer potential and job readiness.
Two Ways to Hire with SCAV™
A simple path from role to quality hire.
Whether you assess your own applicants or shortlist from our benchmarked pool, SCAV™ compresses the journey from requisition to offer.
Path A
Hire with SCAV™
Bring your own applicant funnel. Assess every candidate across the four SCAV™ dimensions and shortlist with confidence.
1
Configure the role
Define the role profile and pick the SCAV™ dimensions that matter most.
2
Invite your applicants
Send a single assessment link — proctored, fair and role-calibrated.
3
Receive ranked profiles
SCAV™ scores, L1–L5 proficiency and structured interview guides per candidate.
4
Interview only the best
Focus panels on high-signal candidates with clear hiring recommendations.
3×faster shortlist
ReducedInterview:Hire Ratio
ComprehensiveHiring Intelligence
Path B
Hire from the SCAV™ talent pool
Skip sourcing. Access 40,000+ pre-assessed developers from the LNBE national benchmark and shortlist in minutes.
1
Describe your role
Tell us the stack, level and SCAV™ profile you need.
2
Filter the benchmarked pool
Slice by SCAV™ score, L1–L5 level, campus, region and dimension.
3
Review verified profiles
Every profile ships with a full SCAV™ Hiring Intelligence report.
4
Convert to offers
Interview shortlisted candidates and close hires in days, not weeks.
40k+SCAV™ profiles
50+campuses
Daysto hire
Sample SCAV™ Report
What every recruiter sees — a full-signal candidate view
Actual SCAV™ Hiring Intelligence ProfileRohan · 62/100 · 80th Percentile
Strong Interview Recommendation
SCAV™ Signal Scores
Skills
Capability
AI-Augmented Dev
Learning VelocityClassification
★Future Engineering Leader
Rohan combines efficient coding discipline and system-level thinking with strong AI-augmented workflows — a high potential to contribute effectively from day one.
Engineering Talent Quadrant
Engineering Strength (Skills + Capability) × Future Potential (AI-Augmented Dev + Velocity)
Hidden GemsLower Strength · High Potential
Future Engineering LeadersHigh Strength · High Potential
Development PriorityLower Strength · Lower Potential
Execution SpecialistsHigh Strength · Lower Potential
Future Potential →Engineering Strength →💡Rohan maps to Future Engineering Leaders — accelerate deployment into AI-enabled engagements.
Inaugural Edition · Introducing LNBE
India's Largest Employability Intelligence Initiative
The Litcoder National Benchmark Evaluation (LNBE) and integrated National Talent Intelligence Championship — one nationally benchmarked early-stage developer hiring pool.
First Time EverLive Nationwide
National Benchmark Established
What Recruiters Receive
One developer profile.Hundreds of hiring signals.
SCAV™ reports give you deep, benchmarked insights to identify, compare and hire
engineering talent with confidence.
| ☐ | Candidate | SCAV™ | Percentile | Skills | Capability | AI | Agility |
|---|---|---|---|---|---|---|---|
| ☑ | Akash Sharma | 78 | Top 15% | L5 | L4 | L5 | L4 |
| ☑ | Priya Reddy | 76 | Top 18% | L4 | L5 | L4 | L5 |
| ☑ | Meera Nair | 69 | Top 25% | L2 | L3 | L4 | L3 |
| ☑ | Aditya Kulkarni | 68 | Top 25% | L3 | L3 | L4 | L3 |
| ☑ | Vikram Singh | 65 | Top 30% | L3 | L2 | L3 | L4 |
Responsible Talent Intelligence
Built for responsible talent
decisions
SCAV™ supports human judgement. It does not replace it.
Privacy & Security
Enterprise-grade data governance and access controls.
Responsible AI
AI signals contribute to insight, never the sole decision basis.
Benchmark Integrity
National benchmarks support workforce planning, anonymized and aggregated.