> Markdown version of [/jobs/ext/2711215-principal-of-machine-learning-infrastructure-researcher](https://www.wearedevelopers.com/jobs/ext/2711215-principal-of-machine-learning-infrastructure-researcher). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Principal of Machine Learning Infrastructure Researcher - **Company:** Lightmatter, Inc. - **Location:** United States - **Experience:** Expert - **Salary:** $300,000.0 - $350,000.0 - **Contract:** Permanent contract - **Skills:** Artificial Intelligence, Ethernet, InfiniBand, Machine Learning, Graphics Processing Unit (GPU), Deep Learning, Information Technology, Build Tools, Machine Learning Operations - **Published:** September 4, 2026 - **Apply:** https://startup.jobs/principal-machine-learning-infrastructure-researcher-lightmatter-company-8365541 ## About the Role * PhD in Computer Science, Electrical Engineering, or a related field and at least 10 years of industry or research experience in the field. * Solid background in Machine Learning systems research and experience with performance evaluation and performance modeling. * Hands-on experience with machine learning / deep learning methods and extensive knowledge of Large Language Model training and inference frameworks. * Academic publications in relevant journals and industry conferences. * Strong knowledge of AI systems, including compute (GPUs, TPUs, etc.) and networking (Ethernet, Infiniband, NVLink, etc.) technologies, and their various topologies, paradigms, and trade-offs. * Proven track record leading a team to deliver published results., * Demonstrated ability to creatively problem-solve and apply first-principles thinking to generate novel ideas, particularly in ambiguous, evolving environments. * Exceptional skills in communicating complex research outcomes and technical concepts to partners and internal stakeholders, while embodying our value of speaking truth. * Ability to work across research, product, and business functions, rolling up your sleeves to bridge gaps and accelerate outcomes, while demonstrating the core value of "We are one Lightmatter." * Adaptable and versatile, thriving in a high-speed, high-precision environment. * Experience in managing engineers and leading projects, with the ability to lift up the team, and work with high standards and high collaboration. ## Description * Stay up to date on the latest advancements in Machine Learning research. * Build tools to model the performance of Passage-enabled systems when running both training and inference workloads for the latest AI models. * Collaborate with our product and solutions architecture teams to design compelling reference platforms for our customers, powered by Lightmatter technology. * Function as the Machine Learning expert in the room. * Publish academic papers at top industry conferences and journals. Help support the publication of whitepapers, blog posts, and other marketing collateral. * Lead a small team of Machine Learning engineers ## Related Videos - [The Gashlycrumb Tinies of AI Networking You Must Know (or Languish!)](https://www.wearedevelopers.com/videos/2067-the-gashlycrumb-tinies-of-ai-networking-you-must-know-or-languish) - [Efficient deployment and inference of GPU-accelerated LLMs​](https://www.wearedevelopers.com/videos/929-efficient-deployment-and-inference-of-gpu-accelerated-llms) - [Modern Data Architectures need Software Engineering](https://www.wearedevelopers.com/videos/1030-modern-data-architectures-need-software-engineering) - [MLOps - What’s the deal behind it?](https://www.wearedevelopers.com/videos/392-mlops-what-s-the-deal-behind-it) - [Docker network without Docker](https://www.wearedevelopers.com/videos/1418-docker-network-without-docker) - [Building a framework-independent component library](https://www.wearedevelopers.com/videos/1679-building-a-framework-independent-component-library) ## Related Articles - [What Are Large Language Models?](https://www.wearedevelopers.com/magazine/304-what-are-large-language-models) - [MLOps – What’s the deal behind it?](https://www.wearedevelopers.com/magazine/125-mlops-what-s-the-deal-behind-it) - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development) - [MLops – Deploying, Maintaining And Evolving Machine Learning Models in Production](https://www.wearedevelopers.com/magazine/115-mlops-deploying-maintaining-and-evolving-machine-learning-models-in-production) - [Stephan Gillich - Bringing AI Everywhere](https://www.wearedevelopers.com/magazine/489-stephan-gillich-bringing-ai-everywhere)