Before you start
Estimated Time
About 5 minutes
A quick check, not a long exam — 10 short questions.
10 Questions
One per skill category
From core programming through to responsible AI.
What You'll Get
A personalized readiness report
Your score, skill breakdown, gaps and a recommended direction.
Ten categories.
One complete picture.
Each section evaluates a distinct capability — from core programming through to responsible AI practice.
Programming
Core coding fluency across languages and paradigms.
AI Fundamentals
Core AI/ML concepts, terminology and how models work.
LLM Engineering
Prompting, context design and working with LLM APIs.
RAG
Retrieval-augmented generation and grounding AI in real data.
AI Agents
Tool use, orchestration and autonomous task execution.
AI Evaluation
Testing, benchmarking and measuring AI system quality.
AI Workflow Integration
Embedding AI into existing products and processes.
Cloud & Deployment
Shipping and operating AI systems in production.
AI System Design
Architecting reliable, scalable AI-powered systems.
Responsible AI
Safety, bias, privacy and ethical AI practices.
Tell us a little
about where you are.
A few quick details help ITtoAI personalize your assessment and results.