Machine Learning Engineer (L5 - Senior) , Ads Inventory Management & Forecasting

World's leading entertainment service with 283 million paid memberships in over 190 countries, offering TV series, films and games.
United States
$100,000 - $720,000
Machine Learning
Senior Software Engineer
Remote
5,000+ Employees
5+ years of experience
AI · Enterprise SaaS · Entertainment

Description For Machine Learning Engineer (L5 - Senior) , Ads Inventory Management & Forecasting

Netflix, the world's leading entertainment service, is seeking a Senior Machine Learning Engineer to join their Ads Inventory Management & Forecasting team. This role is part of Netflix's ambitious initiative in the Connected TV advertising space, following their launch of an ad-supported tier in November 2022. The position offers a competitive salary range of $100,000 - $720,000, with the unique Netflix approach of letting employees choose their preferred mix of salary and stock options annually.

The role focuses on building state-of-the-art realtime inventory forecasting solutions using ML models and high-performance ad server simulations. You'll be working within the Ads Platform Engineering teams, developing systems that enable publisher inventory management solutions and support various monetization strategies. The team leverages Netflix's world-class content delivery ecosystem and innovations in client and server-side ad insertions.

Key responsibilities include developing ML model deployment infrastructure, handling large-scale data processing with tools like Spark, and building scalable simulation solutions. The ideal candidate should have strong experience in productionizing predictive models for advertising campaigns and understanding the advertising marketplace landscape.

Netflix offers comprehensive benefits including health plans, mental health support, 401(k) with employer match, stock options, and generous time-off policies. The company is known for its unique culture that values inclusion, innovation, and freedom with responsibility. This remote position offers the opportunity to work with cutting-edge technology while helping Netflix become a market leader in the rapidly growing Connected TV advertising space.

Last updated 8 hours ago

Responsibilities For Machine Learning Engineer (L5 - Senior) , Ads Inventory Management & Forecasting

  • Build state-of-art realtime inventory forecasting solutions
  • Develop ML models and high performance ad server simulations
  • Build systems for publisher inventory management solutions
  • Support various monetization strategies including dynamic pricing
  • Work on rate card management and product packaging
  • Implement inventory split and yield optimization

Requirements For Machine Learning Engineer (L5 - Senior) , Ads Inventory Management & Forecasting

Python
  • Experience in building end-to-end ML model deployment and inference infra for low-latency real-time ad systems
  • Experience in handling data at extremely large volumes with big data tools like Spark
  • Experience with productionized predictive models for advertising campaigns
  • Experience building Scalable Simulation solutions
  • Familiar with ads budgeting and pacing systems, models, and algorithms
  • Understanding of advertising marketplace and landscape
  • Ability to collaborate with cross-functional stakeholders

Benefits For Machine Learning Engineer (L5 - Senior) , Ads Inventory Management & Forecasting

Medical Insurance
Dental Insurance
Vision Insurance
401k
Mental Health Assistance
Parental Leave
  • Health Plans
  • Mental Health support
  • 401(k) Retirement Plan with employer match
  • Stock Option Program
  • Disability Programs
  • Health Savings and Flexible Spending Accounts
  • Family-forming benefits
  • Life and Serious Injury Benefits
  • 35 days annually for paid time off (hourly employees)
  • Flexible time off (salaried employees)

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