Machine Learning Engineer - Inference Team

Note: The job is a remote job and is open to candidates in USA.

Stability AI is seeking passionate Machine Learning Engineers to join their Inference team, focusing on the creative applications of generative AI models. The role involves leading the design and development of customer-facing multi-modal ML inference systems and collaborating with various teams to optimize and deploy cutting-edge models.

Responsibilities

• Lead efforts to drive the design, development of customer-facing multi modal ML inference systems
• Work with the Platform and Inference teams on building inference systems for the next generation of models, where you will work on areas such as optimization, model tuning and deployment
• Partner with leading cloud providers to deliver hosted Stability AI inference solutions
• Be a strategic thought partner for leaders across the organization on driving business impact through machine learning
• Be part of the team to bring new Stability models and pipelines into existence
• Prototype and productionize inference platform improvements and new features

Skills

• 7+ years working on productionizing machine learning systems, including inference pipeline development
• Expert level knowledge on writing and running python services at scale
• 5+ years working on python scientific stack, pyTorch and at least one high-performance inference framework (e.g. Triton and TensorRT)
• Deep understanding of Diffusion Architecture
• Experience profiling and optimizing deep neural networks on Nvidia GPUs, using profiling tools such as NVIDIA Nsight
• Experience with python-based image manipulation/encoding/decoding frameworks, such as OpenCV
• Experience deploying to cloud orchestration systems such as Kubernetes and cloud providers such as AWS, GCP, and Azure
• Experience with Docker
• Ability to rapidly prototype solutions and iterate on them with tight product deadlines
• Strong communication, collaboration, and documentation skills
• Experience with the open-source ML ecosystem (HuggingFace, W&B, etc.)

Company Overview

Stability AI is an artificial intelligence company focused on developing open-source generative AI models. It was founded in 2019, and is headquartered in London, England, GBR, with a workforce of 51-200 employees. Its website is

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