[Remote] Software Engineer 4/5 – Data and Feature Infrastructure, AI Platform
Note: The job is a remote job and is open to candidates in USA. Netflix, Inc. is a leading entertainment company that seeks to push the boundaries of storytelling through innovative technology. The role involves building a next-generation ML data and feature platform to enhance the productivity of ML practitioners and improve the efficiency of ML features and labels.
Responsibilities
- Design and build a near-real-time feature computation engine to generate ML features for both high-throughput training and low-latency inference applications
- Operate and manage the feature computation pipelines and feature serving infrastructure for various ML models across multiple ML domains
- Build and scale systems that accelerate training through performant data loading, transformation, and writing
- Create frameworks to streamline and expedite the availability of new data for training and serving
- Develop feature stores that enable feature discovery and sharing
- Increase the productivity of ML practitioners by making it easy to define and access features and labels for experimentation and productization
Skills
- 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
- Experience in building and operating ML feature stores
- Experience with Functional Programming
- Experience working with Notebooks such as Jupyter or Polynote
Benefits
- Health Plans
- Mental Health support
- A 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
Company Overview
Company H1B Sponsorship