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Member of Technical Staff - Applied ML Engineer
Member of Technical Staff - Applied ML EngineerLiquid AI, Inc • San Francisco, CA, United States
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Member of Technical Staff - Applied ML Engineer

Member of Technical Staff - Applied ML Engineer

Liquid AI, Inc • San Francisco, CA, United States
30+ days ago
Job type
  • Full-time
Job description

Work With Us

At Liquid, we're not just building AI models-we're redefining the architecture of intelligence itself. Spun out of MIT, our mission is to build efficient AI systems at every scale. Our Liquid Foundation Models (LFMs) operate where others can't : on-device, at the edge, under real-time constraints. We're not iterating on old ideas-we're architecting what comes next.

We believe great talent powers great technology. The Liquid team is a community of world-class engineers, researchers, and builders creating the next generation of AI. Whether you're helping shape model architectures, scaling our dev platforms, or enabling enterprise deployments-your work will directly shape the frontier of intelligent systems.

This Role Is For You If :

  • You have hands-on experience optimizing and deploying local LLMs - running models like Llama, Mistral or other open-source LLMs locally through tools like vLLM, Ollama or LM Studio
  • You're passionate about customizing ML models to solve real customer problems - from fine-tuning foundation models to optimizing them for specific use cases, you know how to make models work for unique requirements
  • You have a knack for lightweight ML deployment and can architect solutions that work efficiently in resource-constrained environments - whether that's optimizing inference on CPUs, working with limited memory budgets, or deploying to edge devices
  • You have a sharp eye for data quality and know what makes data effective - able to spot ineffective patterns in sample data, help design targeted synthetic datasets, and craft prompts that unlock the full potential of foundation models for specific use cases

Desired Experience :

  • You have customized an existing product for a customer
  • You're versatile across deployment scenarios - whether it's containerized cloud deployments, on-premise installations with strict security requirements, or optimized edge inference, you can make models work anywhere
  • What You'll Actually Do :

  • Own the complete deployment journey - from model customization to serving infrastructure, ensuring our solutions work flawlessly in variable customer environments
  • Deploy AI systems to solve use cases others can not - implementing solutions that push beyond base LFMs can deliver and redefine what's possible with our technology
  • Work alongside our core engineering team to leverage and enhance our powerful toolkit of Liquid infrastructure
  • What You'll Gain :

  • The ability to shape how the world's most influential organizations adopt and deploy LFMs - you'll be hands-on building solutions for customers who are reimagining entire industries
  • Own the complete journey of delivering ML solutions that matter - from model customization to deployment architecture to seeing your work drive real customer impact
  • About Liquid AI

    Spun out of MIT CSAIL, we're a foundation model company headquartered in Boston. Our mission is to build capable and efficient general-purpose AI systems at every scale-from phones and vehicles to enterprise servers and embedded chips. Our models are designed to run where others stall : on CPUs, with low latency, minimal memory, and maximum reliability. We're already partnering with global enterprises across consumer electronics, automotive, life sciences, and financial services. And we're just getting started.

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    Member Of Technical Staff • San Francisco, CA, United States

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