Software Engineer 4/5 - Training Platform, AI Platform
Netflix
At Netflix, our mission is to entertain the world. Together, we are writing the next episode - pushing the boundaries of storytelling, global fandom and making the unimaginable a reality. We are a dream team obsessed with the uncomfortable excitement of discovering what happens when you merge creativity, intuition and cutting-edge technology. Come be a part of what's next.
Machine Learning/Artificial Intelligence powers innovation in all areas of the business, from helping members choose the right title for them through personalization, to better understanding our audience and our content slate, to optimizing our payment processing and other revenue-focused initiatives. Building highly scalable and differentiated ML infrastructure is key to accelerating this innovation. The Opportunity We are looking for a driven Software Engineer to join the Training Platform team under our AI Platform (AIP) org. AIP's charter is to maximize the business impact of all AI use cases at Netflix through highly reliable and flexible AI tooling and infrastructure that supports key product functions such as personalized recommendations, studio algorithms, virtual productions, growth intelligence, and content demand modeling among others. In this role you will get to:- Design and build the platform that powers large-scale machine learning model training, fine-tuning, model transformation and evaluations workflows and use cases from the entire company
- Co-design and optimize the systems and models to scale up and increase the cost-effectiveness of machine learning model training
- Design easy-to-use APIs and interfaces for experienced ML practitioners, as well as non-experts to easy access the training platform
- Experience in ML engineering on production systems dealing with training or inference of deep learning models.
- Proven track record of building and operating large-scale infrastructure for machine learning use cases
- Experience with cloud computing providers, preferably AWS
- Comfortable with ambiguity and working across multiple layers of the tech stack to execute on both 0-to-1 and 1-to-100 projects
- Adopt and promote best practices in operations, including observability, logging, reporting, and on-call processes to ensure engineering excellence.
- Excellent written and verbal communication skills
- Comfortable working in a team with peers and partners distributed across (US) geographies & time zones.
- Understand modern and real-world Machine Learning model development workflows and experience partnering closely with ML modeling engineers
- Familiarity with cloud-based AI/ML services (e.g., SageMaker, Bedrock, Databricks, OpenAI, etc.)
- Experience with large-scale distributed training and different parallelism techniques for scaling up training, such as FSDP and tensor/pipeline parallelism
- Expertise in the area of Generative AI, specifically when it comes to training foundation models, fine tuning them, and distilling them to smaller models
Vacancy posted 1 day ago
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