Tripledot Studios, a leading mobile games company, seeks a Senior Machine Learning Engineer to join its central AI team. The role focuses on implementing cutting-edge ML algorithms for personalization, deploying models to production, and optimizing player experience through A/B testing. You will collaborate with data engineers and product teams to drive key KPIs like retention and revenue.
Responsibilities
Implement cutting-edge ML algorithms for personalization in gaming.
Design experiments and prototypes to test new AI models.
Translate research into algorithm prototypes and production code.
Design, develop, and evaluate A/B tests for player experience optimization.
Monitor and analyze player data to identify personalization opportunities.
Document work and foster knowledge sharing within the team.
Requirements
Bachelor's degree in quantitative field or equivalent experience.
Strong understanding of ML techniques from classification to reinforcement learning and generative methods.
Experience applying ML to real-world problems.
Proficiency with CI/CD, version control, Docker & Kubernetes.
Track record of deploying ML models to production with MLOps.
Strong skills in SQL, Python, matplotlib, and tools like git, MLFlow, Kubeflow, Trino, AirFlow.
Tripledot Studios is a mobile games studio that designs, develops, and creates casual mobile games. Founded in 2017 by industry veterans, the company aims to produce high-quality gaming experiences for a global audience.