Principal Machine Learning Engineer - Unpublished R&D Product
Riot Gamesabout 3 hours ago
Los Angeles, CA, USA
Staff+
H1B Sponsor
Responsibilities
- Define the strategic direction of the AI/ML space on the team.
- Work closely with developers to discover opportunities for AI-powered enhancements.
- Lead the application of AI/ML systems to solve developer problems.
- Collaborate with developers to scope, architect, implement, and test AI/ML solutions.
- Stay updated on technical developments in AI/ML and apply them to team challenges.
- Partner with central teams to create reusable training and evaluation pipelines.
- Advance engineering best practices, including code quality and automated testing.
- Mentor team members in advanced AI/ML methods and contribute to team health.
- Identify technical risks and propose innovative solutions.
Requirements
- 10+ years of professional experience in software engineering.
- Experience delivering AI/ML systems in production, ideally in real-time environments.
- Strong background in reinforcement learning, decision-making under uncertainty, or similar areas.
- Experience working in a AAA game engine like Unity or Unreal.
- Proven ability to navigate ambiguity and solve complex problems.
- Experience collaborating with teammates across multiple disciplines.
- Strong communication skills for technical and non-technical audiences.
- B.S. in computer science or equivalent experience.
- Proficiency in C++.
Benefits
- Open paid time off policy and flexible work schedules.
- Medical, dental, and life insurance.
- Parental leave for you, your spouse/domestic partner, and children.
- 401k with company match.
Tech Stack
C++PyTorchTensorFlowUnity
Categories
AI & MLGaming