Senior Machine Learning Engineer, Vector Bidding Science

Unity Technologies

Remote, United States
Base: $148,700 - $229,900 usd; bonus/equity: emplo...
Remote
State-of-the-art machine learning experience
Reinforcement learning and control theory
Python and pytorch deep learning frameworks
This role involves defining the technical vision and architecting next-generation scalable real-time bidding systems powered by cutting-edge AI

Job Summary

  • This role involves defining the technical vision and architecting next-generation scalable real-time bidding systems powered by cutting-edge AI.
  • Candidates will develop state-of-the-art bidding and pacing algorithms to automatically maximize advertisers' returns using massive datasets.
  • Unity offers comprehensive benefits including health insurance, employee stock ownership, competitive retirement plans, and generous vacation days.

Matching Summary

This role involves defining the technical vision and architecting next-generation scalable real-time bidding systems powered by cutting-edge AI.

Salary

Base: $148,700 - $229,900 USD; Bonus/Equity: Employee stock ownership mentioned; Benefits: Comprehensive health, life, disability insurance, and retirement plans

Skills & Requirements

Must-have

  • State-of-the-art machine learning experience
  • Reinforcement learning and control theory
  • Python and PyTorch deep learning frameworks
  • Online experimentation and A/B testing
  • End-to-end project leadership

Nice-to-have

  • Distributed computing frameworks like Spark or Ray
  • Real-time ad system and DSP bidding logic
  • Game-theoretic modeling for market prices
  • AI development tools like GitHub Copilot
  • Survival analysis for price estimation

Key Requirements

  • Hands-on experience with complex bidding problems
  • Strong software engineering skills in Python
  • Proven ability to lead projects end-to-end

Work Rights

Not specified

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