Forward Deployed Machine Learning Engineers help customers deploy generative AI applications on Cloudflare Workers AI, optimizing model performance and integrating new models into the catalog.
Available Location: Sydney
About the Department
Emerging Technologies & Incubation (ETI) is where new and bold products are built and released within Cloudflare. Rather than being constrained by the structures which make Cloudflare a massively successful business, we are able to leverage them to deliver entirely new tools and products to our customers. Cloudflare's edge and network make it possible to solve problems at massive scale and efficiency which would be impossible for almost any other organization.
About the Team
Workers AI is Cloudflare's AI inference service, enabling customers to use a wide variety of AI models both within Cloudflare's Workers development platform and via API. The Workers AI team owns the whole stack that powers the product, from front-end development all the way to low-level inference code. Accordingly we're a team with a diverse array of technical skills, but everyone on the team is curious and passionate about the possibilities of generative AI.
What You'll Do
Forward Deployed Machine Learning Engineers work closely with Cloudflare's customers to help them bring their AI applications to life on Cloudflare Workers AI. This will involve all of the following:
Examples of desirable skills, knowledge, and experience
About the Department
Emerging Technologies & Incubation (ETI) is where new and bold products are built and released within Cloudflare. Rather than being constrained by the structures which make Cloudflare a massively successful business, we are able to leverage them to deliver entirely new tools and products to our customers. Cloudflare's edge and network make it possible to solve problems at massive scale and efficiency which would be impossible for almost any other organization.
About the Team
Workers AI is Cloudflare's AI inference service, enabling customers to use a wide variety of AI models both within Cloudflare's Workers development platform and via API. The Workers AI team owns the whole stack that powers the product, from front-end development all the way to low-level inference code. Accordingly we're a team with a diverse array of technical skills, but everyone on the team is curious and passionate about the possibilities of generative AI.
What You'll Do
Forward Deployed Machine Learning Engineers work closely with Cloudflare's customers to help them bring their AI applications to life on Cloudflare Workers AI. This will involve all of the following:
- Helping customers package and deploy models for Workers AI
- Adding new open-source models to the Workers AI model catalog to support customer initiatives
- Optimizing model deployment and performance
- Deeply understand and debug customers' generative AI applications
Examples of desirable skills, knowledge, and experience
- Experience deploying generative AI models using popular open source libraries and inference engines (transformers, vllm, sglang)
- Comfortable with image generation pipelines including using diffusers library and comfyUI
- Experience implementing and optimizing generative AI models in pytorch
- Familiarity with popular application frameworks such as LangChain and Cloudflare agents
- Experience working directly with customers to meet their requirements is essential
Top Skills
Cloudflare
Langchain
PyTorch
Sglang
Transformers
Vllm
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