Related skills
optimization production python machine learning statistics๐ Description
- Drive ML roadmap; develop algorithms/models powering systems.
- Collaborate with Engineers/PMs to frame problems.
- Perform exploratory data analysis to understand problems.
- Build and evaluate statistical, ML, or optimization models.
- Write production modeling code; deploy with engineers.
- Design and run simulated and live traffic experiments.
๐ฏ Requirements
- M.S. or Ph.D. in ML, Stats, CS, Math, or quantitative field.
- 4+ years of professional tech experience.
- Proven experience building and evaluating ML models.
- Proficiency with Python in production coding environment.
- End-to-end data skills: querying, aggregation, analysis, visualization.
- Strong communication and collaboration skills.
๐ Benefits
- Medical, dental, and vision insurance.
- Mental health benefits.
- Family building benefits.
- 401(k) plan.
- Paid time off: holidays and PTO.
- 18 weeks paid parental leave.
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