Senior Machine Learning Engineer
Core
Build and customize machine learning models to generate visuals, motion, and language that capture brand personality for content creation.
Role type
Senior Machine Learning Engineer (Generative AI)
Builds
Scalable pipelines for image, video, and text generation; productized APIs for content generation features.
Domain
Generative AI, Creative Content Production
Deliverable
production ML models
Required skills
Python, PyTorch, fine-tuning open-source models, modern inference and training tooling (LoRA, PEFT, DeepSpeed, Ray, Hugging Face), building evaluation frameworks, data pipeline construction
Preferred skills
TypeScript, Next.js, frontend integration
Technologies
PyTorch, diffusers, transformers, LoRA, PEFT, DeepSpeed, Ray, Hugging Face
Responsibilities
Evaluate hosted models and build scalable pipelines for multimodal generation; create brand-aligned generation systems for tone, color, and style; build internal evaluation frameworks to measure realism and brand match; prototype and ship research ideas as productized APIs; integrate ML systems into production with design and engineering teams; build data pipelines connecting engagement metrics to model tuning.
Seniority
Senior, hands-on IC
