Напиши текст вакансии для должности "ML/RL Engineer". Название компании: "Wargaming". Расположение: Санкт-Петербург. График работы: Полный день. Опыт работы: Более 6 лет. Ключевые навыки: 

Wargaming is looking for ML/RL Engineer. You will join Rapid Prototyping Group to work on ML/RL related projects. You will be using modern reinforcement learning techniques to improve game development pipelines and enable new game experiences. In particular, we are working on developing game agents that learn to imitate human players using machine learning. This project spans across multiple games, offices and departments. You will collaborate with other teams working on ML and data science projects. What will you do?   Design and implement ML/RL pipelines and their integration into our games   Implement selected RL techniques allowing AI agents to play the game from image data   Implement and maintain automated data flows; scale ML infrastructure   Collaborate and communicate with other ML and game teams. Support other teams integrating ML prototypes into their production workflows   Develop tools that will help team members and stakeholders gather insights from in-game data and experiment results   Modify game code to allow effective implementation of RL algorithms   Work in close collaboration with game teams to identify and prototype projects involving ML/RL features.   What are we looking for?   Bachelor degree (or higher) in Computer Science or relevant field   Professional exposure to ML/RL fields (research or applications of machine learning)   7-10 years of total commercial programming experience  Excellent knowledge of Python and C/C++  Experience with graphics programming   Experience working with large code bases   Experience with modern server-side stack (design, implementation, deployment, support)   Cloud computing architecture (AWS/Azure/GCP)   Pre-Advanced English level.   What additional skills will help you stand out?   Game domain knowledge   Other languages C#, Java, Rust, Lua etc   Experience with open source ML libraries such as Tensorflow, PyTorch, XGBoost, Scikit-Learn   Experience with reinforcement learning   Experience developing ML experimentation platforms, libraries or tools.   About Wargaming: Wargaming is an award-winning online game developer and publisher headquartered in Nicosia, Cyprus. Operating since 1998, Wargaming has grown to become one of the leaders in the gaming industry with 5,500 employees and 18 offices spread worldwide. Over 200 million players enjoy Wargaming&#39;s titles across all major gaming platforms. Our flagship products include the free-to-play hits World of Tanks and World of Warships, as well as World of Tanks Blitz — the critically acclaimed mobile tank shooter with cross-platform support. A career in our company is always an interesting challenge, as well as the experience that you gain working together with world-class experts. Are you up to the challenge?! Please see Wargaming Candidate Privacy Policy for details on how Wargaming uses your personal data.