Staff Machine Learning Engineer - Game Tech Group, ML Platform
Riot Gamesabout 4 hours ago
Responsibilities
- Design and operate AI & ML inference infrastructure, including deployment pipelines and orchestration.
- Develop CI/CD workflows for rapid iteration and safe promotion from development to production.
- Optimize infrastructure for high throughput, low latency, and high availability across varied model architectures.
- Establish and evolve ML deployment best practices, including multi-version models and rollback strategies.
- Improve developer experience by reducing operational complexity and simplifying platform onboarding.
- Influence long-term platform architecture and technical direction across Riot’s ML ecosystem.
- Collaborate with researchers and game teams to understand product needs and build reusable platform capabilities.
- Use modern AI-assisted development tools to accelerate iteration while maintaining engineering quality.
Requirements
- 6+ years of experience in engineering, with a focus on ML/AI, platform, or infrastructure teams.
- Experience operating inference platforms and production ML infrastructure.
- Familiarity with one or more inference serving frameworks.
- Knowledge of GPU orchestration, performance tuning, and cost-aware scheduling.
- Experience with CI/CD workflows and infrastructure-as-code.
- Experience building and operating services within distributed architectures.
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.