6 days ago
Base Salary
$466k - $750k/yr
Responsibilities
- Design and build near-real-time feature computation engines for high-throughput training and low-latency inference.
- Operate and manage feature computation pipelines and feature-serving infrastructure across multiple ML domains.
- Build systems for performant data loading, transformation, and writing to accelerate model training.
- Create frameworks that streamline the availability of new data for training and serving.
- Develop feature stores and embedding stores that enable feature discovery, sharing, and retrieval.
- Improve ML practitioner productivity by simplifying the definition and access of features and labels for experimentation and productization.
- Collaborate with ML practitioners, domain experts, and the broader AI Platform organization.
Requirements
- Experience building ML or data infrastructure.
- Experience building and operating 24/7 high-traffic, low-latency online applications.
- Experience with large-scale data processing frameworks such as Spark, Flink, and Kafka.
- Experience with data storage and serving technologies such as Iceberg and Cassandra.
- Experience optimizing Java and/or Python codebases.
- Experience with public clouds, especially AWS.
- Strong empathy for and commitment to providing a strong user experience for ML practitioners.
- Self-driven, highly motivated, and collaborative.
- Preferred: experience building and operating ML feature stores such as Chronon.
- Preferred: experience with embedding-based retrieval systems.
- Preferred: experience working with notebooks such as Jupyter or Polynote.
Benefits
- Annual salary and a stock option program, with no bonuses; the stated compensation range is $500,000.00–$860,000.00 and varies by location.
- Health plans, mental health support, a 401(k) retirement plan with employer match, disability programs, health savings and flexible spending accounts, family-forming benefits, and life and serious injury benefits.
- Paid leave of absence programs.
- Full-time salaried employees are immediately entitled to flexible time off.
- Full-time hourly employees accrue 35 days annually for vacation, holidays, and sick paid time off.
- Disability accommodations and an inclusive, equal-opportunity workplace.
Tech Stack
Categories
Data EngineeringML Engineering
About Netflix
Netflix builds and operates a global streaming service for TV series, films, games, and live programming, and produces original content through its in-house studio. It serves consumers in 190+ countries via subscription and ad-supported plans on internet-connected devices. Founded in 1997 and headquartered in Los Gatos, California, Netflix is a public company traded on NASDAQ (NFLX).