Roadmaps
Career tracks written as phased roadmaps you can work through end to end. Start with AI Engineer — that's the one we've finished. The others are on the way.
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AI Agents Engineer
WIP
Designs autonomous systems that perceive, reason, plan, and act. Specializes in agent loops, memory, tool use, and evaluation.
Data Analyst
WIP
Lives in SQL and BI tools. Turns operational data into dashboards, reports, and answers the rest of the company can use.
Data Scientist
WIP
Asks the right questions, runs the right experiments, and turns data into decisions the business can act on.
ML Engineer
WIP
Trains, deploys, and maintains models in production. Bridges Data Science and SWE.
MLOps Engineer
WIP
Builds the platform every other ML role runs on. CI/CD, infrastructure, observability, and cost control for machine learning.