Related skills
optimization data analysis python machine learning operations researchπ Description
- Partner with data scientists, engineers, PMs to frame problems within business context
- Write production-quality code and deploy ML/optimization models
- Build and deploy models, tooling beyond off-the-shelf libraries
- Analyze data and create proofs-of-concept for ML/OR solutions
- Evaluate ML systems against business goals; implement in live systems
- Establish metrics to monitor health and impact on outcomes
π― Requirements
- M.S. or Ph.D. in ML, OR, Statistics, CS, or quantitative field
- 2+ years of algorithms experience in tech
- Proficiency with Python in production coding environment
- Passion for solving unstructured math problems and building impactful ML models
- Strong ML/Optimization model development and evaluation
- Strong verbal and written communication and collaboration
π Benefits
- Medical, dental, and vision insurance
- Mental health benefits
- Family building benefits
- 401(k) with company match
- 18 weeks paid parental leave
- Subsidized commuter benefits
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