Machine Learning & Game Tech Architect
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AI Summary
Architect hybrid game and machine learning systems to enable novel gameplay experiences. Serve as the primary bridge between ML research and game development teams while maintaining quality guidelines.
Company 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 and Beyond the Game Blog where we share behind-the-scenes insights and stories direct from our team members!
Job Description
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++, 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.
- Intellectually curious. Humble and curious, constantly seeking learning opportunities, not limiting oneself to the bounds of role or company.
- Autonomous: Proactive and self-driven. Capable of taking ambitious high-level goals, making a plan, driving it, and being accountable to the results.
Nice to haves:
- 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.
Additional Information
Work mode: Fully Remote
Health & Well-Being
- Private medical healthcare — a selection of medical plans with dental care and unlimited rehabilitation to choose from, which are also accessible for your partner and relatives.
- Life insurance — comprehensive pension and insurance plans to protect you and your loved ones.
- Annual screenings for cancer prevention covered by the company.
- Psychological and psychiatrist care — free mental health support and various well-being initiatives.
- Sports card — gain access to a wide number of sporting and fitness facilities across the city.
- Menstrual leave — employees who menstruate can take one extra day off when experiencing period pain.
- RED Parents Network — support for working parents, including childcare benefits, and family-friendly events.
- RED Summer Camp for Kids — a fun summer program for children aged 5–12, majoritively paid by the company.
Perks & Professional Growth
- A welcome pack filled with goodies — to help you feel right at home once you join the team.
- Trainings, lectures, and courses — workshops and trainings for each employee, knowledge-sharing initiatives, online tutorials, and e-learning classes are all available. There’s always something to learn!
- REDs have access to the cafeteria platform through which they can receive subscription benefits, additional medical packages or vouchers and codes to shops, cinemas, and public transport reimbursement.
- Gifts for newborn rebels and regular chances to nab some cool swag!
Social Activities & Life in the Office
- Dog-friendly office — dog owner? Bring your pooch with you and look after them while working! There’s always a furry friend or two to meet at the studio.
- Social events — we host regular gatherings at the studio where we can all unwind, play games, and just have some fun together.
- Healthy selections — canteens.
- Truly international working environment — a chance to meet and work with a diverse selection of people from all around the world.
- Sustainability is an ongoing commitment for us, and our campus has electric car charging points, green zones, and much more. Read all about it on our Beyond the Game Blog.
- A designated space for your bicycle, as well as bicycle repair equipment and showers available whenever you need them.
- An onsite, well-equipped gym with a climbing wall, daily Gym Assistant support, and yoga and boxing classes.
- No dress-code — we like to keep it casual.
Estimated pay range for this position: 37 000 – 50 900 PLN gross monthly.
Final offers are dependent on job-related factors like experience and qualifications.
Type of contract: Employment Contract ("Umowa o pracę").
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