Machine Learning Engineer → Data Scientist
54
today
2 points higher. That difference is within the 5-point model resolution, so this path is not presented as meaningfully lower exposure.
82% modeled skills overlap. The exposure label uses the current occupation scores; skill names below come from the current role-skill mappings.
Shared skills
- ML
- Programming
Target skills to investigate
- Statistics
Durable strengths to lead with
- Frame business problems
- Communicate findings to leaders
- Deliver oral or written presentations of the results of mathematical modeling and data analysis to management or other end users.
- Apply sampling techniques to determine groups to be surveyed or use complete enumeration methods.