10 дней назад
Gameplay Data Science Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Gameplay Data Science Engineer (AI) (Machine Learning/Reinforcement Learning): Building game-bot behaviors and gameplay-focused AI frameworks within the game engine with an accent on Utility AI, gameplay data analysis, and scalable data pipelines. Focus on designing reinforcement-learning algorithms, optimizing AI systems for consoles and dedicated servers, and translating creative gameplay requirements into stable technical solutions.
Location: Hybrid in Los Angeles (Chatsworth) or Vancouver (Great Northern Way)
Company
operates within EA Studios and develops games.
What you will do
- Lead R&D efforts for game bots using machine learning, reinforcement learning, and neural networks.
- Design, implement, and maintain gameplay-focused AI frameworks, including Utility AI systems, directly in the game engine.
- Collaborate with gameplay teams and designers to translate creative vision into technical specifications and scalable AI solutions.
- Develop algorithms and data pipelines to structure and analyze gameplay data, improving bot performance and decision-making.
- Optimize AI systems and pipelines for high performance and stability across consoles and dedicated servers.
Requirements
- 5+ years of experience in data science, machine learning engineering, or gameplay programming within the games industry.
- Strong proficiency in C/C++ and Python for engine-level implementation and algorithmic development.
- Hands-on experience with reinforcement learning, supervised and unsupervised learning, and Utility AI architectures.
- Experience with large-scale computing frameworks, big-data techniques, and scalable data pipelines.
- Strong foundation in mathematics, statistics, and optimization theory applied to game AI and machine learning.
- Bachelor's or advanced degree in Computer Science, Data Science, Engineering, or equivalent practical experience.
Culture & Benefits
- Hybrid work arrangement in Los Angeles or Vancouver.
- Work is connected to EA Studios and focuses on game AI research and development.
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