Know your
next career move.

Explore how real technology roles map onto AI-enabled roles — and see exactly what skills, projects and learning close the gap.

9 career paths · Skills, projects, learning & assessment focus for each

Select your
current role.

Each card shows the AI role it maps to. Pick yours to see the full path.

Software EngineerAI Engineer

CURRENT SKILLS

System DesignAPIsData StructuresDebugging

AI SKILLS REQUIRED

LLM EngineeringAI AgentsRAGAI Evaluation

SKILL GAP

AI AgentsAI Evaluation

RECOMMENDED PROJECTS

AI Research Agent

Advanced

An autonomous AI agent that uses tools to research, synthesise and report on technical topics.

Enterprise RAG Assistant

Advanced

A production-grade Retrieval-Augmented Generation system for enterprise document search and Q&A.

RECOMMENDED LEARNING

  • LLM engineering fundamentals
  • Building and evaluating AI agents
  • Retrieval-augmented generation patterns

ASSESSMENT PATH

LLM EngineeringAI AgentsRAGAI Evaluation
Check My AI Readiness