Progression
Career Paths
Role levels, IC / TM / TL progression stages, and the competencies expected at each point along the Data Science Team career ladder.
Understanding Roles & Levels
Explore the specific expectations, baselines, and signals of growth for each level in the framework. Select a tab below to dive deeper into the details.
Level 1: Associate Data Scientist
1 - 2 Years
Associate Data Scientist
Build fundamentals across ALL skills. Deliver scoped outputs. Focus on breadth, fundamentals, and early ownership.
Exit CriteriaCan complete end-to-end small projects and shows clear strength in at least 1-2 areas.