# Machine Learning Engineer

**Company:** [Krea](https://hotfix.jobs/companies/krea)
**Location:** San Francisco, CA
**Role:** ML Engineering
**Skills:** Diffusion Models, Ipadapters, Controlnets, Deep Learning, PyTorch, TensorFlow, Distributed Training, Image Generation, Video Generation, High-Performance Computing
**Posted:** 2025-07-31

> Develops and trains large-scale diffusion models for image/video generation, controllability modules like IPAdapters/ControlNets, and novel research techniques for production. Requires proven experience with image/video models at scale and deep learning frameworks.

## Job Description

## Responsibilities
- Train foundation diffusion models for image and video generation.
- Train controllability modules such as IPAdapters or ControlNets.
- Develop novel research techniques and put them into production.
- Conduct large-scale experiments on high-performance computing clusters, optimizing data pipelines for massive image datasets.

## Requirements
- Proven track record in working with image or video models at scale (publications or open-source contributions a plus).
- Strong background in deep learning frameworks and distributed training paradigms.
- Ability to iterate rapidly, and propose creative research directions.

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**Apply:** https://hotfix.jobs/jobs/6763467b-d778-4c55-bf10-ea7883b3d785
**Canonical:** https://hotfix.jobs/jobs/6763467b-d778-4c55-bf10-ea7883b3d785