AI Career Resources

Use these guides to plan your learning, prepare for interviews, and build a portfolio in AI, data and cloud engineering.

Choose a direction

Start with AI career opportunities to compare roles and the skills they involve. Choose one role, identify the skills you need to develop, and build a small project that demonstrates them.

Prepare for interviews

Work through our AI and machine learning interview questions, then practise explaining a complete design using the LLM system design interview framework. Explain your assumptions, evaluation criteria, cost estimates and failure handling.

Build evidence of your skills

Choose a guide from our tutorials and document your implementation. Include setup instructions, test inputs, observed results and limitations. A reproducible project gives you concrete decisions to discuss in an interview.

Find current vacancies

This page provides learning and preparation resources rather than live job listings. For vacancies, visit employers’ official careers pages and verify the role, location and application deadline before applying.