Machine Learning Engineering
Role details
Job location
Tech stack
Job description
experience, as well as to company efficiency and time to market in developing games and features. Implement cutting-edge ML algorithms for personalization in gaming, staying abreast of the latest advancements in the field, and testing to see what works best for our games and data. Designing experiments and prototypes to test the viability and efficiency of new AI models. Convert prototypes into production level code that can be easily managed and deployed through the ML Lifecycle. Design, develop, and evaluate A/B tests to measure the effectiveness of personalization algorithms and optimise player experience. Continuously monitor and analyse player data to identify new opportunities for personalization and improve existing algorithms. A Bachelor's degree or higher in a quantitative field (e.g., Experience in applying machine learning algorithms to solve real-world problems. Experience with software development concepts like CI/CD, Version Control, Containers (Docker & Kubernetes) and
Requirements
proven track record of deploying ML models to production and established MLOps concepts. A good command of analytical programming and visualisation languages and libraries (SQL, python, matplotlib, etc.) as well as some of the supporting tools and platforms (e.g. git, MLFlow, Kubernetes, Kubeflow, Trino, AirFlow). A strong understanding of statistical concepts (hypothesis testing, sampling, probability distributions). Experience with A/B testing methodologies in an online gaming context. Experience working in the games industry. 25 days paid holiday in addition to bank holidays to relax and refresh throughout the year Hybrid Working 20 days remote working: Work from anywhere in the world, or use the time to cover mandatory office days to WFH, 20 days of the year. Join in regular events and rewards that celebrate cultural events, our achievements and our team spirit. Private Medical Cover: Have peace of mind with private medical cover, ensuring your health is in good hands. English & Spanish Classes: Enhance your English and Spanish skills with our provided language classes. Continuous Professional Development: Propel your career with continuous opportunities for professional development.