Staff Machine Learning Engineer, Vector Bidding Science

Unity

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 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 that automatically maximize advertisers' returns using massive datasets.
  • Unity offers comprehensive benefits including employee stock ownership, competitive retirement plans, and generous vacation days to support team well-being.

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: $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 design
  • End-to-end project leadership in ambiguous environments

Nice-to-have

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

Key Requirements

  • Hands-on experience with complex bidding or pricing problems
  • Proven ability to lead projects end-to-end
  • Sufficient knowledge of English for global communication

Work Rights

Not specified

Tailored Resume

Cover Letter