Related skills
optimization data analysis python machine learning statisticsπ Description
- Partner with data scientists, engineers, and PMs to frame problems mathematically.
- Write production-quality code; build and deploy ML/Optimization models.
- Perform data analysis and build proofs-of-concept for ML/Optimization.
- Evaluate ML systems against business goals; deploy in live systems.
- Establish metrics and methodologies to monitor product health and impact.
- Drive cross-functional collaboration across teams.
π― Requirements
- M.S. or Ph.D. in ML, OR, Statistics, CS or other quantitative field.
- 2+ years of algorithms experience in a tech company.
- Proficiency with Python and production coding environment.
- Passion for solving unstructured mathematical problems and building impactful ML models.
- Strong ML methodologies knowledge; proven experience with optimization or ML models.
- Strong verbal and written communication and collaboration skills.
π Benefits
- Great medical, dental, and vision insurance options.
- Mental health benefits.
- 401(k) plan with company matching.
- 12 holidays plus PTO for salaried staff; 15 days for hourly.
- 18 weeks of paid parental leave.
- Lyft credits and complimentary Pink membership.
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