Machine Learning Analyst

We invite you to #JOINTHEREBELLION!

Over the last 30 years, we've been developing and publishing videogames independently at our various studios, which were set up by Jason & Chris Kingsley. But Rebellion is more than just about games. We have a film and motion-capture studio, we produce board games, publish novels, and via 2000AD, publish comics and graphic novels like the renowned Judge Dredd.

We operate from several UK-based locations, which includes studios in Oxford, Warwick, Liverpool, and Wakefield. Maintaining a healthy work-life equilibrium is vital to us, and we want everyone at Rebellion to work in a mode that suits them best. Therefore, if you're located in the UK, we're always open to discussing flexible/hybrid working possibilities.

We're currently in search of an enthusiastic and highly motivated Machine Learning Analyst to join our brand-new Machine Learning department.

This exciting opportunity offers you the chance to play a crucial role and become a fundamental component in a small team that's committed to advancing our proprietary technology. As a vital part of our team, you'll be the centerpiece of our Machine Learning department and gain cross-functional experience with the potential to interact with varied departments that range from Game Design to Art, thereby contributing to comprehensive game development.

As a Machine Learning Analyst, you'll help build artificial intelligence systems in our game engine. Utilizing custom-sized tools and ML/DL models to generate 3D Worlds and Game Levels using cutting-edge ML/DL techniques. This is an exceptional opportunity to dive into the exhilarating world of research, suggest and construct innovative models, and assist in leading the way in product development.

Being part of our team necessitates an interest in both open-source satellite imagery data and in-house game-level data. You will assist with data analysis, data preparation for creating models, help with training, and verifying models.

Responsibilities:

• Attend to the Head of the Machine Learning Department.
• Propose and help design and execute suitable machine learning algorithms and tools.
• Assist in carrying out machine learning tests and experiments.
• Help analyze machine learning tests.
• Aid with training and retraining systems as required.

• Assist in creating and building machine learning libraries and frameworks relevant for our game development tools and released games.

Requirements

• A robust interest in the Machine Learning and Game development fields.
• Proficiency to code in Python and C++

• Solid knowledge of math, probability, statistics, and machine learning algorithms.
• Some experience in supervised, semi-supervised, unsupervised, and reinforcement learning of machine learning/deep learning.
• Understanding of data structures, data modeling, and software architecture.
• Experience with tabular data, computer vision/imaginary data, and game data sets is preferable.
• A practical experience using NumPy, OpenCV, Pillow, Pandas, scikit-learn, scikit-image, PyTorch, TensorFlow, and Keras during coursework or internships.

• CI/CD and version control using GitLab and Perforce are advantageous.
• Experience in one of these AWS/Azure/GCP, mostly Azure, would be desirable.
• Excellent communication skills and the ability to work harmoniously within a team.

Benefits

We extend an extensive benefits package to our team that includes:

• 26-day vacation + Bank holidays (which increases with service at 5 years – one day each year up to a total of 31 days)
• Private Medical Insurance, including dental and vision healthcare and a healthcare cash plan
• Life Assurance, Income Protection & Critical Illness Cover

• Enhanced Family Leave
• Interest Free, Tax-Free loans
• Enhanced Pension Scheme
• An Employee Assistance Program including a wide range of Mental Health and Wellbeing Support
• Many more benefits, including a wide range of discounts, freebies, and social events.

About Us

No matter which team you join at Rebellion, we take pride in our open, friendly, and creative environment. We love what we do, and we have fun doing it! As a major indie developer, we enjoy total creative freedom over our projects which enables us to work on a broad variety of projects across all major platforms.

Our size, stability, and trends in in-house expertise across multiple industries make Rebellion unique! We work in our own style and celebrate it as our key to success. We cultivate an inclusive culture where you are encouraged to be yourself, express your creativity, and your talent. We focus on people and will support you indefinitely to be your absolute best. We recognize the importance of enjoying what you do and maintaining a healthy work-life balance. We provide a friendly, creative, and laid-back working environment with well-managed projects and a broad array of benefits and development opportunities for all our teams to ensure your physical and Mental Well-being is fully supported.

We are presently recruiting a diverse team and perpetuating our culture of growth and inclusion. Rebellion encourages innovation in all sectors and we look forward to hearing how you can help us improve. We promote all demographics of culture, gender, ethnicity, neurodiversity and beyond, because a representative team means better products.

If you are interested in a career with Rebellion, but this job doesn't seem like a match for you, we are recruiting for numerous positions across the studio and are always happy to receive speculative applications via our website. Visit our Careers webpage to see all our live vacancies: