Machine Learning Engineer 5 – Ads Signals, Targeting

This is a fully remote position, open to applicants in United States.

📋 Description

• Develop comprehensive ML model deployment and inference infrastructure for low-latency, real-time advertising systems.

• Create machine learning models aimed at ad targeting and lookalike audience expansion.

• Design and implement user and contextual signals along with audience-targeting features for advertising platforms.

• Manage exceptionally large data volumes utilizing big data technologies like Spark.

• Collaborate with stakeholders across science, product, engineering, operations, design, and consumer research.

• Productionize and deploy models at scale effectively.

• Contribute to the development of high-performance advertising systems that monetize Netflix content while achieving advertiser goals.

• Maintain member privacy and ensure that ads are relevant, appropriate, and brand-safe.

⛳️ Requirements

• Proven experience in creating end-to-end ML model deployment and inference infrastructure for low-latency, real-time ad systems.

• Experience in developing machine learning models for ad targeting and lookalike audience expansion.

• Professional background in designing and implementing user and contextual signals along with audience-targeting features for ad platforms.

• Proficient in Java, C++, Python, or Scala.

• Strong grasp of multi-threading and memory management principles.

• Experience in managing data at extremely large scales using big data tools such as Spark.

• In-depth understanding of data privacy, governance, and security concepts, including Privacy by Design principles.

• Familiarity with ad targeting utilizing machine learning models.

• Experience in the CTV space and awareness of its unique challenges.

🏝️ Benefits

• 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

• Paid leave of absence programs

• Full-time hourly employees accrue 35 days annually for paid time off to be used for vacation, holidays, and sick paid time off

• Full-time salaried employees are immediately entitled to flexible time off

• Annual choice of compensation allocation between salary and stock options