Machine Learning Engineer
Posted 4 hours 26 minutes ago by NLP PEOPLE
Rebellion has been independently developing and publishing incredible video games for 30 years, founded by Jason & Chris Kingsley. In addition to games, the company runs its own film studio, board game division, book publishing arm, and through 2000AD publishes comics and graphic novels such as Judge Dredd.
Job OverviewWe're seeking a skilled and innovative Machine Learning Engineer to join our cutting edge ML Team. You'll be part of a small, highly collaborative group dedicated to pushing the boundaries of AI/ML technology in gaming.
Position SummaryThis mid level position is ideal for someone ready to take ownership of projects, mentor junior engineers, and deliver impactful solutions that help shape the future of our game products.
Key Responsibilities- Generate game levels and 3D worlds.
- Enhance our game products.
- Develop custom tools for our teams.
- Integrate ML and deep learning (DL) models into our production workflows and real time gaming environments.
- Implementation, and optimisation of ML algorithms and tools for game level generation and enhancement.
- Collaborate with cross disciplinary teams (art, design, code) to integrate ML models into real time game workflows.
- Conduct and direct experiments to improve accuracy, performance, and scalability of ML/DL models.
- Manage and maintain ML systems, libraries, and pipelines, ensuring robust deployment into production.
- Analyse diverse datasets to inform model architecture and feature engineering.
- Stay current with state of the art ML/DL research and evaluate new technologies for practical application.
- Mentor and guide junior ML engineers, sharing best practices and reviewing their work.
- Present technical findings, progress, and recommendations to stakeholders and leadership.
- MSc in Computer Science, Mathematics, or a similar technical discipline; advanced certifications are a bonus.
- Proficiency in Python and C++ with a proven track record of delivering robust, scalable ML systems.
- Professional experience as a Machine Learning Engineer or similar role, with expertise in machine learning algorithms and statistical methods.
- Hands on experience with supervised, unsupervised, semi supervised, and reinforcement learning; 3D ML/DL exposure is highly desirable.
- Strong understanding of data structures, software architecture, and data modelling, with experience handling diverse datasets (tabular, computer vision, point cloud, game data).
- Proficient with ML frameworks (NumPy, OpenCV, scikit learn, PyTorch/PyTorch3D, TensorFlow, Keras).
- Experience with CI/CD pipelines, version control (GitLab, Perforce), cloud platforms (preferably AWS) and scalable deployment workflows.
- Outstanding problem solving and analytical capabilities, coupled with the ability to work autonomously and collaborate effectively with other disciplines.
- 22 days holidays + Christmas closure (typically 4 days) & bank holidays (increasing with service at 5 years - one day each year until you reach 31 days).
- Private Medical Insurance, healthcare cash plan, including dental and Vision.
- Life Assurance, Income Protection & Critical Illness Cover.
- Enhanced Family Leave.
- Interest free, tax free loans.
- Enhanced Pension Scheme.
- EAP - a range of Mental Health and Wellbeing Support.
- Loads of additional benefits, including a wide range of discounts, freebies, and social events.
The role is based at our riverside headquarters in Oxford, offering a creative and relaxed atmosphere. We provide a relocation package, including moving assistance, temporary accommodation, and full support to ensure a smooth transition. We believe in face to face collaboration and encourage working from our Oxford headquarters, but we understand flexibility matters and are open to discussing hybrid options.
Right to Work StatementThis role is only open to applicants who have the permanent right to work in the UK. We are unable to provide or take over visa sponsorship.
CompanyRebellion