Build toward the role, not a pile of tabs.
Roe career guides focus on capabilities, learning sequence, and evidence you can use to decide what to learn next.
AI Engineer
AI engineering is the work of turning models into useful product behaviour: retrieval, evaluation, workflows, reliability, and deployment.
Data Scientist
Data scientists turn messy data into decisions, models, experiments, and explanations that teams can trust.
Cloud Engineer
Cloud engineers design, deploy, secure, and operate systems on cloud platforms without turning every service into chaos.
Staff Engineer
Staff engineering is technical leadership through architecture, judgment, influence, and delivery across team boundaries.
Engineering Manager
Engineering management is the work of improving team outcomes through people systems, delivery judgment, feedback, and prioritization.
Turn this into today's learning plan.
Roe turns an outcome into the next useful lesson, then checks and reviews what sticks.
