Machine Learning & Game Tech Architect

37 000 - 50 900 PLN/ mies.Umowa o pracę (brutto)
SeniorFull-time·Umowa o pracę
#343278·Dodano dziś·0
Źródło: CD PROJEKT RED
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Tech Stack / Keywords

Machine LearningAPIAITensorFlowPyTorchC++RustGo

Firma i stanowisko

To create revolutionary, story-driven RPGs which go straight to the hearts of gamers — this is our mission.


Wymagania

  • 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.

Obowiązki

  • 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.

Oferta

  • 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.
  • 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.
  • 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!
  • Dog-friendly office — dog owner? Bring your pooch with you and look after them while working!
  • Social events — regular gatherings at the studio to unwind, play games, and have 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 initiatives including electric car charging points, green zones, and more.
  • A designated space for your bicycle, bicycle repair equipment, and showers available.
  • An onsite, well-equipped gym with a climbing wall, daily Gym Assistant support, and yoga and boxing classes.
  • No dress-code — casual work environment.
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CD PROJEKT RED

CD PROJEKT RED

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