Staff Machine Learning Engineer - League of Legends
Tasks
- Build models recommenders ranking systems decision logic
- Collaborate with product designers analysts and engineers
- Conduct peer reviews and documentation
- Define instrumentation and telemetry
- Design and run experiments for model quality and player impact
- Drive multi month work independently
- Establish monitoring observability and support for live machine learning
- Improve in game systems and matchmaking quality
- Integrate models into game systems and services
- Own end to end machine learning solutions
- Set technical direction for machine learning domain
- Translate telemetry into evaluation frameworks
Perks/Benefits
- 401k match
- Dental insurance
- Flexible work schedule
- Life insurance
- Medical insurance
- Paid time off
- Parental leave
Skills/Tech-stack
Causal Inference | Contextual Bandits | Decision logic | Experimentation | Feature Stores | Generative Models | Imitation Learning | Instrumentation | Latency optimization | ML observability | Machine Learning | Model Serving | Multi-Objective Optimization | Objective optimization | Ranking Systems | Recommender Systems | Reinforcement Learning | Simulation training | Telemetry | Uplift Modeling
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Regions
Countries
States
Cities
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