Staff ML Engineer
Tasks
- Analyze demand patterns
- Analyze fleet performance
- Analyze traffic dynamics
- Balance system utilization with service quality
- Collaborate with engineering product operations teams
- Deploy and iterate machine learning solutions in production
- Design online algorithms for real time decision making
- Develop machine learning models
- Develop optimization algorithms for dispatch system
- Model competing demands on system
- Translate operational complexity into tractable formulations
Perks/Benefits
- Career development
- Community groups
- Free gym membership
- Health insurance
- Hybrid work
- Sports lessons
- Team events
Skills/Tech-stack
Machine Learning | Online algorithms | Optimization Algorithms | Python | Reinforcement Learning | Statistical Analysis
Education
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