SCAV™ Talent Intelligence Framework

What makes a great developer has changed.

Most talent systems haven't.

Developers today are expected to do more than just write code. They solve problems, collaborate with AI, adapt continuously and create value in increasingly complex engineering environments.

SCAV™ is a breakthrough, multi-dimensional talent intelligence framework designed to measure the precise capabilities that now define early-stage developer success.

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Developer working at a laptop
Engineering SkillsStrong fundamentals that build solutions
Problem Solving & CapabilityCode thinking, Problem Solving
AI-Augmented DevelopmentWork effectively with AI
Velocity & Learning AgilityLearn fast, deliver more
SCAV™ Developer Potential Score
87 /100Top 10%
National BenchmarkTop 10% among 60K+ developers

Similar Credentials. Very Different Potential.

Traditional signals often make talent appear similar. SCAV™ reveals the dimensions that differentiate future performance and growth.

CANDIDATE ACandidate A
CANDIDATE BCandidate B
8.6CGPA8.6
Tier 1College TierTier 1
680Coding Score680
72
Skills
48
86
Capability
54
82
AI-Augmented Development
46
78
Velocity
42
Overall SCAV™ Score82/100
Overall SCAV™ Score48/100
The four signals

SCAV™ measures what actually matters.

Modern engineering requires a new set of skills. SCAV™ provides a multidimensional view of the key factors that drive developer success — beyond resumes and one-dimensional tests.

SKILLS

Can they build quality code? Measures coding proficiency, code quality, problem-solving accuracy, and the ability to deliver reliable software solutions.

CAPABILITY

Can they solve real engineering problems? Evaluates analytical thinking, engineering reasoning, code thinking and the ability to navigate coding challenges.

AI-AUGMENTED DEVELOPMENT

Can they work effectively with AI? Assesses how developers leverage AI tools to accelerate development, improve outcomes, and enhance engineering productivity.

VELOCITY & LEARNING AGILITY

How quickly can they learn and adapt? Measures learning agility, adaptability, and the ability to acquire new skills and perform in rapidly changing environments.

Solutions

How are you looking to use
SCAV™?

Choose the area that best matches your goals.

For Recruiting Teams

Hire Better. Interview Less. Predict More.

  • Improve interview-to-hire ratios
  • Identify forward-deployable engineers
  • Reduce screening effort
  • Improve quality of hires
  • Discover talent beyond traditional hiring channels
Explore Recruiting  →

For Talent Management Teams

Identify Tomorrow's Top Performers—Today.

  • Identify HiPo talent earlier
  • Build stronger succession pipelines
  • Accelerate internal mobility
  • Prioritise development investments
  • Improve AI workforce readiness
Explore Talent Intelligence  →

For Campuses

SCAV Evaluation – Opens a hundred new placement opportunities

  • Improve placement outcomes
  • Increase access to quality employers
  • Nationally benchmark student talent
  • Identify hidden potential early
Explore Campus Solutions  →

For Independent Students & Developers

Stand Out. Get Recognised. Get Discovered.

  • Build a verified developer profile
  • Benchmark yourself nationally
  • Compete for Elite recognition
  • Get discovered by hiring organisations
  • Receive personalised insights to accelerate your career
Explore Developer Path  →

LNBE Championship

The National Benchmark for Early-Stage Developer Readiness

  • Compete on a national stage
  • Benchmark against top engineering talent
  • Earn verified SCAV recognition
  • Get discovered by leading employers
  • Unlock elite placement opportunities
Explore LNBE Championship  →
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Talent teams building the next
generation of engineering