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python ai simulation adtech llms📋 Description
- Design and build simulation environments modeling CTV auction mechanics and advertiser competition
- Develop counterfactual frameworks for evaluating bidding strategies offline
- Build AI agents to explore strategy spaces and automate experiments in simulations
- Use LLMs and generative AI to accelerate ML workflows (synthetic data, code, analysis)
- Use simulation to de-risk ML deployments and validate strategies before live traffic
- Define the technical direction for simulation and AI infrastructure; mentor engineers
🎯 Requirements
- Strong production Python skills and experience building simulation or modeling systems
- Probabilistic modeling, stochastic processes, or agent-based simulation
- Hands-on with modern AI tools: LLMs, code generation, agentic workflows
- Adtech experience: auction theory, RTB mechanics, programmatic advertising
- Translate business questions into rigorous simulation frameworks
- Clear written communication and ownership of end-to-end systems
🎁 Benefits
- Equity eligibility and opportunities for growth
- PinFlex: flexible working model including remote options
- Inclusive, supportive culture with equal opportunity
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