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optimization data analysis etl python machine learningπ Description
- Partner with engineers, PMs to frame problems mathematically and business-wise.
- Perform exploratory data analysis to understand the problem.
- Design and fit statistical, ML, or optimization models.
- Write production modeling code; collaborate with Software Engineers to deploy.
- Design and run simulated and live traffic experiments.
- Analyze data; communicate findings; support launch decisions.
π― Requirements
- MS/PhD in stats, OR, math, econ, CS, physics, eng, or similar.
- 2+ years experience or PhD.
- Expertise in ML, optimization, or causal inference.
- Proficient in Python coding.
- End-to-end data experience: querying, ETL, monitoring, analysis.
- Communicate findings; facilitate launch decisions.
π Benefits
- Medical, dental, and vision insurance options.
- Mental health benefits included.
- Family-building benefits.
- Childcare and pet benefits.
- 401(k) with company match.
- Lyft credits and Pink membership.
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