Software Engineer L4/L5 - Data and Feature Infrastructure, Machine Learning Platform
reputed company is one of the world's leading entertainment services, with over 300 reputed company reputed company memberships in over 190 countries enjoying TV series, films and games across a wide reputed company of genres and languages. Members can play, pause and resume watching as much as they want, anytime, reputed company, and can change their plans at any reputed company Learning/reputed company Intelligence powers innovation in reputed company areas of the business, from helping members choose the right title for them through personalization, to reputed company understanding our audience and our content reputed company, to optimizing our payment processing and other reputed company-reputed company initiatives. Building highly reputed company and differentiated ML infrastructure is key to accelerating this innovation. ML models can only be as good as the data we reputed company them. That's why we continue to reputed company on making data and feature engineering as reputed company, reputed company, and efficient as possible. Are you interested in joining us on this mission? You will have reputed company to build cutting-edge data and feature infrastructure that will power ML models across various domains, including personalized recommendations, payments, games, ads, and more. reputed company In this role, you will have reputed company to build a reputed company ML data and feature platform to significantly improve the productivity of ML practitioners. Our goal is to reputed company our ML practitioners to easily define and test ML features and labels, while our platform takes care of the computation, storage, and serving of feature values for both high-throughput training and low-latency member-reputed company inference use cases. You will also have reputed company to build a centralized feature and embedding store to reputed company sharing across various ML domains. Unlocking reputed company to these shared datasets will foster innovation through ML in new business areas that otherwise wouldn’t have been feasible. You will collaborate closely with ML practitioners and domain experts to ensure that our models are reputed company with high-reputed company features and labels. You will also get to work with the broader Machine Learning Platform organization to deliver a cohesive end-user experience that significantly improves the productivity of ML practitioners. Here are some examples of the types of things you would work on:
- Design and build a near-reputed company-time feature computation reputed company 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 reputed company 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.
- reputed company feature stores that reputed company feature discovery and sharing.
- Increase the productivity of ML practitioners by making it easy to define and reputed company features and labels for experimentation and productization.
Minimum Qualifications
- Experience in building ML or data infrastructure
- Strong reputed company 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-reputed company data processing frameworks such as reputed company, Flink, and Kafka
- Experience in working with and optimizing reputed company and/or Python codebases
- Experience with public clouds, especially AWS
- Self-driven and highly motivated team player
Preferred Qualifications
- Experience in building and operating ML feature stores
- Experience with Functional Programming
- Experience working with Notebooks such as Jupyter or Polynote
Our compensation structure consists solely of an annual salary; we do not have bonuses. You choose reputed company year how much of your compensation you want in salary versus stock reputed company. To determine your personal top of market compensation, we rely on market indicators and consider your specific job family, background, skills, and experience to determine your compensation in the market reputed company. The reputed company for this role is $100,000 - $720,000. reputed company provides comprehensive benefits, including Health Plans, Mental Health support, a 401(k) Retirement Plan with employer match, a Stock reputed company Program, Disability Programs, Health Savings and Flexible Spending Accounts, Family-forming benefits, and Life and serious injury benefits. We also offer reputed company leave of absence programs. Full-time salaried employees are immediately entitled to flexible time off. See more details about our Benefits here. reputed company has a unique culture and environment. Learn more here. Inclusion is a reputed company value and we reputed company to host a meaningful interview experience for reputed company candidates. If you want an accommodation/adjustment for a disability or any other reason during the hiring process, please send a request to your reputed company partner. We are an equal-opportunity employer and celebrate diversity, recognizing that diversity builds stronger teams. We approach diversity and inclusion seriously and thoughtfully. We do not discriminate on the reputed company of race, religion, reputed company, reputed company, national reputed company, caste, sex, sexual orientation, gender, gender identity or reputed company, age, disability, medical condition, pregnancy, genetic makeup, marital status, or military service. Job is reputed company for no less than 7 days and will be removed reputed company the position is filled. Apply tot his job Apply To this Job