Software Engineer L5 - Data and Feature Infrastructure, Machine Learning Platform
Description For Software Engineer L5 - Data and Feature Infrastructure, Machine Learning Platform
Netflix, a global entertainment leader with 283M+ subscribers, is seeking a Staff Software Engineer for their Machine Learning Platform team. This role focuses on building cutting-edge data and feature infrastructure to power ML models across various domains including personalized recommendations, payments, games, and ads. The position offers an opportunity to work on next-generation ML data and feature platforms, improving ML practitioner productivity through innovative solutions. You'll be responsible for developing real-time feature computation engines, managing feature serving infrastructure, and creating frameworks that streamline data availability. The role combines technical expertise in ML infrastructure with a focus on user experience, offering competitive compensation ($100K-$720K) and comprehensive benefits. Working remotely, you'll collaborate with ML practitioners and domain experts to deliver high-quality solutions that drive Netflix's ML innovation across multiple business areas.
Responsibilities For Software Engineer L5 - Data and Feature Infrastructure, Machine Learning Platform
- Design and build a near-real-time feature computation engine
- Operate and manage feature computation pipelines and feature serving infrastructure
- Build and scale systems that accelerate training through performant data loading
- Create frameworks to streamline data availability for training and serving
- Develop feature stores that enable feature discovery and sharing
- Increase ML practitioners productivity through feature and label management
Requirements For Software Engineer L5 - Data and Feature Infrastructure, Machine Learning Platform
- Experience in building ML or data infrastructure
- Strong empathy and passion for providing a fantastic user experience to ML practitioners
- Experience in building and operating 24/7 high-traffic and low-latency online applications
- Experience with large-scale data processing frameworks such as Spark, Flink, and Kafka
- Experience in working with and optimizing Scala and/or Python codebases
- Experience with public clouds, especially AWS
- Self-driven and highly motivated team player
Benefits For Software Engineer L5 - Data and Feature Infrastructure, Machine Learning Platform
- 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
- Flexible time off
- Paid leave of absence programs
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