Principal Machine Learning Engineer (Gamedev)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Principal Machine Learning Engineer (Gamedev): Responsible for the strategy, design, and implementation of AI/ML-driven capabilities for one of Riot’s new games with an accent on empowering the team to deliver great player experiences. Focus on conceptualizing, planning, implementing, and maintaining AI-powered solutions to increase developer efficiency.
Location: Los Angeles, USA
Salary: $229,200.00 - $319,500.00 USD + incentive compensation + equity + 401K with company match + medical, dental, vision, and life insurance + short and long-term disability + open PTO.
Company
Riot Games is dedicated to creating games and experiences that make it better to be a player, emphasizing collaboration and unique perspectives.
What you will do
- Define the strategic direction of the AI/ML space on the team.
- Discover and conceptualize opportunities for AI-powered workflow enhancements.
- Lead the application of AI/ML systems to solve developer problems.
- Collaborate with developers to scope, architect, implement, and test AI/ML-based solutions.
- Partner with central teams to create reusable training and evaluation pipelines.
- Advance engineering best practices, including code quality and automated testing.
Requirements
- 10+ years of professional experience in software engineering.
- Experience delivering AI/ML systems in production, ideally within real-time or interactive environments.
- Strong background in reinforcement learning, imitation learning, decision-making under uncertainty, LLM, or AI planning.
- Experience working in a AAA game engine (i.e. Unity, Unreal, etc.).
- Proven ability to navigate ambiguity and solve complex problems with minimal support.
- Proficiency in C++.
Nice to have
- Experience implementing tools for developers.
- Proficiency working with modern ML/data science libraries and frameworks such as PyTorch/TensorFlow, pandas, etc.
- Experience implementing framework-level UI systems.
- Experience in infrastructure and MLOps.
- Experience mentoring technical ICs and contributing to engineering culture.
Culture & Benefits
- Focus on work/life balance with an 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.
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