2K's Applied AI Team is seeking a Sr. Applied Scientist to innovate and improve their flagship title, NBA 2K, by building production-grade algorithmic systems that enhance the player experience across various core areas.
Requirements
- 4+ years of experience in applied science, machine learning, or data science roles, including experience deploying ML models in production environments.
- Strong background in machine learning (traditional and/or deep learning), statistical modeling, and experimentation.
- Proficiency in Python and SQL; experience with distributed computing (e.g., Spark).
- Working knowledge of ML frameworks like scikit-learn, PyTorch, TensorFlow, and pipeline tools for model training and deployment.
- Demonstrated ability to own projects end-to-end and deliver measurable business value.
- Experience with discrete optimization, reinforcement learning, recommender systems, and simulation-based modeling.
- Familiarity with production ML infrastructure, including cloud services (AWS), containerization, and model orchestration/serving.
Responsibilities
- Research, build, and deploy advanced machine learning and optimization models to improve gameplay and player engagement.
- Work across areas like matchmaking, ranking systems, personalization, and in-game economy modeling.
- Collaborate with game development, LiveOps, tech and data engineers, and product managers to scope high-impact problems and deliver solutions.
- Lead technical discussions, advocate for best practices in model development and deployment, and ensure scientific rigor.
- Stay informed on state-of-the-art techniques, evaluate their applicability, and lead efforts to integrate promising methods into our systems.
Other
- Master’s or Ph.D. in a quantitative field such as Computer Science, Statistics, Applied Math, Physics, Operations Research, or a related discipline.
- Excellent communication skills, with the ability to explain complex ideas to both technical and non-technical audiences.
- Knowledge of the gaming industry and experience working with game-related AI solutions.
- Interest in basketball and a willingness to engage with video games as products.
- The pay range for this position in California at the start of employment is expected to be between $140,000 - $173,000 per Year.
