Machine Learning Engineer
Rebellion, United Kingdom
Job Description
We want you to #JOINTHEREBELLION!
For 30 years we’ve been creating incredible video games at our multiple studios, but Rebellion is more than just games. We have our own film and mo-cap studio, we create board games, publish books, and through 2000AD, publish comics and graphic novels such as the amazing Judge Dredd.
We operate across multiple UK locations, with studios based in Oxford, Warwick, Liverpool, and Wakefield. Work-life balance is important to us, and we want everyone at Rebellion to work in the way that works best for them. So, if you are based in the UK, we are always open to discussing how we can support flexible/hybrid working options.
We are on the lookout for a talented Machine Learning Engineer to join our brand-new Machine Learning department.
This is an exciting opportunity to play a pivotal role and to become a pillar in a small team dedicated to advancing our propriety technology. As a valuable team member, you’ll be a focal point for the Machine Learning department and gain cross-functional experience to interact with diverse departments ranging from Game Design to Art, contributing to the holistic game development process.
As a Machine Learning Engineer, you will conjure up artificial intelligence systems in our game engine, utilising custom tools and ML/DL models to help create 3D Worlds and Game Levels with cutting-edge ML/DL techniques. This is a great chance to immerse yourself in the thrilling world of research, suggest and build innovative models, and lead the charge in product development.
As part of our team, you’ll be handling both open-source satellite imagery data and in-house game-level datasets, performing data analysis, model building, training and validating models before deploying them into the production environment.
Responsibilities:
- Report to the Head of the Machine Learning Department.
- Suggest, design, and implement appropriate machine learning algorithms and tools.
- Work with other disciplines, such as art and design, and understand their work methodologies and use this information to develop and integrate machine learning applications with our game development tools.
- Run machine learning tests and experiments.
- Analyse and fine-tune machine learning tests
- Train and retrain systems as needed.
- Create and build suitable machine learning libraries and frameworks for our game development tools and released games.
Requirements
- Ability to write robust code in Python and C++
- Proven experience as a Machine Learning Engineer or similar role.
- Deep knowledge of math, probability, statistics, and machine learning algorithms.
- Working experience in supervised, semi-supervised, unsupervised, and reinforcement learning of machine learning/deep learning.
- Understanding of data structures, data modelling, and software architecture.
- Working experience with tabular data, computer vision/imaginary data, and game datasets is a plus.
- Practical experience using NumPy, OpenCV, Pillow, Pandas, scikit-learn, scikit-image, PyTorch, TensorFlow, and Keras.
- CI/CD and version control using GitLab and Perforce.
- Experience in one of the following AWS/Azure/GCP, preferably Azure (a plus).
- Excellent communication and cross-discipline skills.
Benefits
We offer an extensive benefits package to our team including:
- 26 days holiday + 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 amp; Critical Illness Cover
- Enhanced Family Leave
- Interest Free, Tax-Free loans
- Enhanced Pension Scheme
- EAP a range of Mental Health and Wellbeing Support
- Plus loads more including a wide range of discounts, freebies, and social events!
About Us
Whichever team you join at Rebellion we are proud of our open, friendly, and creative atmosphere. We love what we do, and we have fun doing it! As a big indie developer, we have complete creative freedom over our titles which allows us to work on a massive variety of projects across all the major platforms.
Find out more about us here
Our size, stability, and the variety of in-house expertise across multiple industries, makes Rebellion completely unique! We work in our own way, and we celebrate that as the key to our success. We foster an inclusive culture where you are encouraged to be yourself, to express your creativity and your talent. We are people focused and will sup