Staff ML Engineer
Core
Building real-time intelligence for mass-scale automated dispatch systems to optimize public transportation networks.
Role type
Staff ML Engineer (Operations & Optimization)
Builds
Real-time dispatch algorithms and optimization systems for public transit networks
Domain
Transportation technology / Operations Research / Machine Learning
Deliverable
production ML models
Required skills
Reinforcement learning, Optimization algorithms, Statistical analysis, Python, Applied research, Production deployment
Preferred skills
Advanced degree in CS/Mathematics, 8+ years industry experience, Hands-on ML expertise
Technologies
Python
Responsibilities
Develop ML models and optimization algorithms for real-time dispatch; Design online algorithms for real-time decision-making; Model and mathematically represent competing operational demands; Analyze demand patterns and fleet performance; Collaborate with engineering and operations teams to deploy algorithms to production
