Machine Learning Scientist 5

Netflix • Los Gatos, CA

1d

About The Position

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. The Studio Media Algorithms team is at the forefront of innovation to enhance and support the vision of the creators of movies, TV shows and other multimedia work. This team's work is responsible for increasing member value, and driving efficiency of the content creation process, ultimately creating more joy for viewers all over the world. We are looking for a Research Scientist with demonstrated experience in computer vision (CV) and/or related areas such as natural language processing (NLP) or computer graphics (CG) to research and develop core algorithms and models that will be incorporated into the tools used by content creators throughout the production lifecycle, including live action, animation, and games.

Requirements

• Research experience with a successful track record of delivering quality results and/or academic publications in top ML, CV, CG, or NLP venues
• Deep familiarity with modern generative model architectures, including diffusion models (e.g., MMDiT) and/or autoregressive models (e.g., GPT-style).
• Experience with the full stack of model development: data curation, annotation/captioning, distributed training, post-training techniques (e.g., fine-tuning, RL), and/or robust evaluation.
• Expertise in designing and training deep learning (DL) architectures for media understanding and generation, with a broad understanding of DL methods and literature
• Deep mathematical skills with knowledge of statistical methods and optimization
• Extensive experience with DL frameworks such as Tensorflow or PyTorch
• Strong programming skills in languages such as Python, Java, or C++
• Great interpersonal skills for collaboration with technical and non-technical partners
• Advanced degree in Computer Science or related field

Nice To Haves

• Cutting-edge work on modern generative methods and their building blocks
• Expertise in 3D vision and/or graphics
• Domain experience in content production, such as live action, games, or animation, and a track record of developing tools/solutions in these (or closely relevant) areas

Responsibilities

• Design, train/post-train/fine-tune, and evaluate foundational algorithmic solutions with applications in a variety of domains in the VFX, animation, and games space, pushing forward the state of the art in CV as needed
• Develop reusable foundational components and best practices, such as dataset curation, large-scale training, and post-training processes, which can be used by other scientists and engineers across teams
• Work cross-functionally with engineers, scientists, artists, and product leaders to help identify and prioritize strategic research investment opportunities and problem requirements
• Expand technical depth and domain expertise into new/adjacent areas as the business needs and the state of technology evolve

Benefits

• 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
• paid leave of absence programs
• 35 days annually for paid time off to be used for vacation, holidays, and sick paid time off
• flexible time off

What This Job Offers

• Job Type: Full-time
• Career Level: Senior