CD PROJEKT RED
Tech / AI / Software
MachineLearning&GameTechArchitect
Neural analysis suggests this role is
optimal for mid candidates.
“Machine Learning & Game Tech Architect at CD PROJEKT RED. Skills: Machine Learning, Game Tech Architecture, AI System Integration, Hybrid Game and ML Systems. Architecture of hybrid game and ML systems. Primary contact for integrating machine learning into game systems”
Industry & Context.
What They're Looking For.
Must Have
A minimum of 7 years of experience designing, implementing, and maintaining API’s and applications., Familiarity with classical AI concepts, such as symbolic processing and production systems., Familiarity with Machine Learning: experience using leading ML libraries and platforms like TensorFlow, PyTorch and Keras., Proficiency in C, C++, Rust, GO, or other system-level programming languages., Proficiency in Python., A track record of introducing ML solutions to traditional computer systems: experience in bringing ML systems into production, and inclination towards applied research., History of working with high-performance computing and familiarity with the best practices in software optimization., Familiarity with game engines and real-time simulations.
Nice to Have
Familiarity with modelling human behaviour and Reinforcement Learning is a plus., Master's degree in the fields of Computer Science, Mathematics, Statistics or other data-rich domains, or have an equivalent level of expertise from industry experience., Unreal Engine experience., Residence in the Eastern Time Zone (North America) preferred.
What You'll Do.
Architecture of hybrid game and ML systems
Primary contact for integrating machine learning into game systems
develop and maintain learning and non-learning systems
Keep current on the latest developments in both ML and game technologies
Identifying and exploring relevant applications for the company
Support programming and ML teams throughout development
Establish and maintain quality guidelines for our ML applications
Disseminate ML knowledge across the organization
Improve the function of one’s team
either through individual achievement or through leadership
How You'll Work.
Team & Collaboration
Support programming and ML teams throughout development; Maintain rich, thoughtful, candid communication with peers in order to ensure the very best results.; Gather, acknowledge, and respond to internal feedback, adjusting design and technological choices as necessary.
Communication Scope
Maintain rich, thoughtful, candid communication with peers
Process & Methodology
Making a plan, Driving it, Being accountable to the results
Full Job Description
To create revolutionary, story-driven RPGs which go straight to the hearts of gamers — this is our mission. Want to dive deeper into our company’s culture? Explore our social media and check out our [YouTube channel](https://www.youtube.com/CDPRED) and [Beyond the Game Blog](https://www.cdprojektred.com/en/blog) where we share behind-the-scenes insights and stories direct from our team members! CD PROJEKT RED is looking for a Machine Learning & Game Tech Architect to join our R&D AI Team! In this role, you’ll be the key architect behind complex AI and game system integration, enabling novel experiences and serving as a bridge between machine learning and game developers. Responsibilities * Responsible for the architecture of hybrid game and ML systems, serving as the primary contact for integrating machine learning into game systems. * Design, develop and maintain learning and non-learning systems. * Keep current on the latest developments in both ML and game technologies, identifying and exploring relevant applications for the company. * Support programming and ML teams throughout development. * Establish and maintain quality guidelines for our ML applications. * Disseminate ML knowledge across the organization. * Improve the function of one’s team, either through individual achievement or through leadership. * Maintain rich, thoughtful, candid communication with peers in order to ensure the very best results. * Gather, acknowledge, and respond to internal feedback, adjusting design and technological choices as necessary. ## Qualifications * A minimum of 7 years of experience designing, implementing, and maintaining API’s and applications. * Familiarity with classical AI concepts, such as symbolic processing and production systems. * Familiarity with Machine Learning: experience using leading ML libraries and platforms like TensorFlow, PyTorch and Keras. * Familiarity with modelling human behaviour and Reinforcement Learning is a strong plus. * Proficiency in C, C+
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