Machine Learning Scientist 5 – GenAI for Games

🔥 7 minutes ago

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Logo of Netflix

Netflix

10,000+ employees

Founded 1997

📱 Media

👥 B2C

Media • B2C

Netflix is a global streaming entertainment company and content producer whose stated mission is "to entertain the world. " It operates a consumer-facing subscription platform offering on-demand TV shows, films, and original programming, and also runs a public careers site emphasizing culture, inclusion, and hiring accommodations. The provided text highlights Netflix’s focus on recruiting talent worldwide, its work-life and culture pages, and its public-facing employer materials.

📋 Description

• Lead the research and development of Large Language Models (LLMs) and Vision-Language Models (VLMs) • Design and own the fine-tuning and alignment of LLMs and VLMs in PyTorch • Lead efforts in model compression including knowledge distillation and structural pruning • Adapt, optimize, and integrate speech models with language models • Develop and optimize Diffusion-based models for Image, Video, and 3D generation • Strategically evaluate and integrate SOTA open-source and commercial models

🎯 Requirements

• Strong foundation in deep learning architectures • Deep expertise in Transformers and Diffusion architectures • Proven track record in algorithmic model optimization (e.g., distillation, quantization-aware training, or pruning) • Skilled in data cleaning, curation, and creation of synthetic data • Ability to prioritize impact by deciding when to use commercial APIs/OSS weights vs. proprietary R&D • Expert proficiency in Python and deep learning frameworks (such as PyTorch) • Prior experience optimizing models for heterogeneous hardware (Mobile, Cloud GPU, and custom edge devices) • Expertise in audio-visual multimodal models and video generation

🏖️ 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 (for full-time hourly employees) • Flexible time off (for full-time salaried employees)

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