Data and AI Guides & Resources
Practical guides for your Data & AI career
Start with a guide that matches your next decision. You can assess a role’s daily work, plan a learning project or prepare evidence for an application.
For portfolio and interview preparation, focus on work you can explain and reproduce. The guides include suggested exercises and questions to help you check the quality of your evidence.
Check each guide’s sources and limitations before using it. Tools, qualifications and working arrangements vary by employer; a recommendation does not guarantee eligibility, hiring or pay.
Why Dataaxy
Everything you need for a focused Data & AI job search
Specialist job catalogue
Explore roles across Data Analytics, Data Engineering, Data Science, Machine Learning, and AI.
Focused search tools
Save a search and use job alerts to follow the roles, locations, and work setups that fit.
Public talent profiles
Show recruiters your skills, availability, preferred roles, and work preferences in one place.