Pinterest

Machine Learning Engineer, tvScientific

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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