Machine Learning Scientist 4/5 - Generative Models
Core
Design and develop ML solutions to generate promotional assets (artwork, trailers, synopses) that help Netflix members discover stories and games.
Role type
Senior Machine Learning Scientist (Generative Models & NLP)
Builds
Algorithmic strategies for title promotion and content discovery
Domain
Streaming entertainment, Generative AI, Natural Language Processing
Deliverable
production ML models
Required skills
Designing and analyzing rigorous experiments, Deep Learning, Natural Language Processing/Understanding and Generation, LLM post-training approaches, Python programming, PyTorch or TensorFlow
Preferred skills
Research in summarization or generated-text evaluation, background in vision models such as diffusion models
Technologies
PyTorch, TensorFlow
Responsibilities
Design rigorous experiments to test hypotheses, Lead end-to-end ML development (research, training, evaluation), Partner with engineers to integrate models into business applications, Act as a subject matter expert to define and execute roadmaps, Track advancements in the field to improve promotional writing, Engage with the ML community
Seniority
Senior, hands-on IC with strategic ownership
