Machine Learning Engineer, tvScientific
1 day ago
Remote, United States or San Francisco, CA, USA
Mid Level / Senior
H1B Sponsor
Base Salary
$124k - $255k/yr
Responsibilities
- Design and build simulation environments that model CTV auction mechanics.
- Develop counterfactual frameworks for evaluating bidding strategies and budget allocation.
- Build AI agents to explore strategy spaces and automate experimentation.
- Utilize LLMs and generative AI for synthetic data generation and rapid prototyping.
- Validate new bidding and optimization strategies using simulations.
- Define technical direction for simulation and AI infrastructure and mentor team members.
Requirements
- Strong production Python skills and experience in building simulation systems.
- Deep understanding of probabilistic modeling and stochastic processes.
- Hands-on experience with modern AI tools and good judgment in their application.
- Adtech experience with knowledge of auction theory and programmatic advertising.
- Ability to translate business questions into rigorous simulation frameworks.
- Clear written communication skills for defining technical directions.
- Ownership of projects from scoping to shipping with minimal direction.
Tech Stack
Apache SparkAWSCC++PythonRustScala
Categories
AI & MLData Science