Software Engineer, Applied Machine Learning
Core
Extend image, video, audio, and 3D generative models with new capabilities using conditioning, generation, editing, training-free methods, and fine-tuning.
Role type
Senior Applied Machine Learning Engineer (Generative Media)
Builds
Scalable and reliable generative model APIs and reusable components for model inference pipelines.
Domain
Generative AI, Computer Vision, Media and Entertainment
Deliverable
production ML models
Required skills
Python, PyTorch, Diffusion models, Flow-based models, Hugging Face, Diffusers, Model fine-tuning, Inference optimization, API development, Scalable system design
Preferred skills
Experience in startup or digital media/entertainment industry, Independent execution from concept to production
Technologies
PyTorch, Hugging Face, Diffusers
Responsibilities
Fine-tune generative models and build APIs for customer customization, Develop reusable components and abstractions for model capabilities, Optimize inference for low latency and high GPU utilization, Build and maintain scalable generative model APIs, Collaborate with customers to develop solutions for generative media use cases
Seniority
Senior, hands-on IC
