Tripledot Studios
Technology
SeniorMachineLearningEngineer
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“Senior Machine Learning Engineer at Tripledot Studios. Skills: Machine Learning, MLOps, Personalization, Generative AI. Implement cutting-edge ML algorithms. Design experiments and prototypes”
What You'll Achieve.
Contribute to main games KPIs; Improve company efficiency; Reduce time to market
Industry & Context.
Root cause analysis
What They're Looking For.
Must Have
Bachelor's degree or higher in quantitative field, Understanding of industry standard ML techniques, Experience applying ML algorithms, Experience with CI/CD, Experience with Version Control, Experience with Containers, Proven track record deploying ML models, Understanding of statistical concepts, Excellent communication and collaboration skills, Experience using generative AI copilots
Nice to Have
Experience with complex ML techniques, Experience with Reinforcement Learning, Experience with A/B testing methodologies, Experience working in games industry
What You'll Do.
Implement cutting-edge ML algorithms
Design experiments and prototypes
Translate research findings into applications
Create algorithm prototypes
Convert prototypes into production code
Manage and deploy ML models
and evaluate A/B tests
Optimize player experience
Monitor and analyse player data
Identify new opportunities for personalization
Improve existing algorithms
Document work clearly and concisely
Foster knowledge sharing
How You'll Work.
Team & Collaboration
Interact with data teams; Interact with engineering teams; Interact with product teams; Work with AI/ML Eng; Work with Data engineers; Work with analysts; Work with product owners; Work with central groups; Work with game studios
Communication Scope
Technical documentation
Process & Methodology
ML Lifecycle
Full Job Description
Who are we? Tripledot Studios is one of the largest independent mobile games companies in the world. We are a multi-award-winning organisation, with a global 2,500+ strong team across 12 studios. Our expanded portfolio includes some of the biggest titles in mobile gaming, collectively reaching top chart positions around the world and engaging over 25 million daily active users. Tripledot’s guiding principle is that when people love what they do, what they do will be loved by others. We’re building a company we’re proud of. One filled with driven, incredibly smart and detail-orientated people, who LOVE making games. Our ambition is to be the most successful games company in the world, and we’re just getting started. The role is working within our AI group The group AI team is a central function that works both with other central groups like marketing and game solutions and the game studios which are part of Tripledot. Within the group AI team, you’ll be working with other AI/ ML Eng, Data engineers, analysts and product owners. Role Overview Within the various studios and other central teams, you will interact with data, engineering, and product teams. The role will be directly contributing to main games KPIs such as retention, revenue, player experience, as well as to company efficiency and time to market in developing games and features. Progression opportunities will be within the AI group or to studios in the group. Key Responsibilities 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. Translate research findings into real-world applications by creating algorithm prototypes in our codebase. Convert prototypes into production level code that can be easily managed and deployed through the ML Lifecycle. Design, develop, and evaluate A/B tests t
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