Staff Machine Learning Engineer, Vector Bidding Science

Unity Technologies

Mountain View, CA, United States
Base: $172,200 - $300,300 usd; bonus/equity: not s...
On-site
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 the next generation of scalable real-time bidding systems powered by cutting-edge AI

Job Summary

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

Matching Summary

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

Salary

Base: $172,200 - $300,300 USD; Bonus/Equity: Not specified; Benefits: Comprehensive health, life, disability insurance, employee stock ownership

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 pricing
  • AI coding tools usage experience
  • Survival analysis for market 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

Tailored Resume

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