Counter-Strike 2 Expert Data Scientist

Другое

• We are looking for a Counter-Strike 2 expert with strong data science skills to join our team. You understand the professional scene, in-game strategies, and CS2 data. Your goal is to translate deep in-game knowledge into predictive edge for our prematch and live models using premium datasets. You will be the connection between the more theoretical quant world of mathematical models and more practical side of game experts going from match to match assessing prematch and in-game situations. You are proactive, organized, and possess a high sense of ownership.
• AI completely changed our daily work - we are excited to hear about your AI experience and experiments and how and where it helps improve your workflow. You will be using AI tools daily for your job and will have space and support to improve your skills in this area.
• Prematch Modeling: Own and improve our CS2 prematch models and the core library behind them (match, player, and team models).
• Collaboration: Act as the analytical link between our data science team and game experts and turn feedback into features.
• Internal Tools & Visualization: Develop and maintain our internal dashboards to help game experts visualize player statistics, team trends, and meta shifts.
• Growth path: After mastering prematch predictions set your path towards live models.
• Expert knowledge of the CS2 competitive scene.
• Experience with Python programming with a focus on Data Science.
• Solid foundation of statistics, mathematics and ML.
• Clear communication with non-technical colleagues.
• Predictive modelling of CS2 (or other esports / sports)
• AI tools in your work, incl. own workflows or agents
• Rating systems
• Visualization tools
• Valorant knowledge
• Esports betting