Causal Labs
AI & Machine LearningDirect Ashby career site

Forward Deployed Engineer

Location
San Francisco, CA · On-site
Job type
Full-time
Level
Mid-level
Listed
22 days ago

Skills & highlights for this role

  • data infrastructure
  • system integration
  • production software development

About the role

Our mission is general causal intelligence; AI that is capable of (1) predicting the future and (2) identifying the actions to alter it.

To achieve this breakthrough, we are building a Large Physics foundation Model (LPM) because physical systems, unlike text or images, are governed by verifiable cause and effect. We believe that scaling on physics will enable an understanding of causality required to predict and control physical systems, starting with weather.

Our founding team has built and deployed AI against the physical world in robotics, drug discovery, and particle physics at institutions like DeepMind, Waymo, Cruise, Insitro, Nabla Bio, and CERN.

About the role

We look for engineers who are excited to tackle unsolved problems. They thrive in high stakes situations, sitting next to the people in the field who depend on the answers. As a Forward Deployed Engineer, you embed with the institutions using our models to make consequential decisions about the physical world. Your mission is to make sure we build the right solution for a customer's mission: delivering the data infrastructure, integrations, and AI systems that work in practice, not just in theory - and expanding our core product to solve new problems as you discover them.

Willingness to travel to and spend extended time on-site with customers is required.

Responsibilities

  • Embed with strategic customers to understand their mission and ensure we build the solution that actually solves it
  • Deliver scalable data infrastructure and integrations inside real customer environments
  • Design and ship AI systems that hold up under real-world conditions, data, and constraints
  • Surface new problems as you find them in the field, and extend our core platform to handle them
  • Work hands-on across the stack - technical, resourceful, and close to the user

What we're looking for

We value a relentless approach to problem-solving, rapid execution, and the ability to quickly learn in unfamiliar domains.

  • Strong, versatile engineering skills and the resourcefulness to solve unfamiliar problems with whatever it takes
  • Experience building and shipping real systems in production - data infrastructure, integrations, applications
  • Comfort working directly with customers and adapting fast to their environments and constraints
  • Willingness to travel and embed on-site wherever the mission needs you
  • A bias toward real-world impact over elegance: solutions that work for the user, under pressure

About the Deployment Team

A model only matters if it changes what happens in the real world. Our deployment teams embed directly with the institutions that make the highest-stakes decisions about physical systems. They turn our models into results those institutions can depend on and carry everything we learn in the field back into the product. Deployment works in small, cross-functional pods and partners closely with Product Engineering, which builds the platform the pods deploy.

Read the original posting

From Causal Labs's careers page, first listed on Rolev.ai on October 17, 2026. Rolev.ai is not the employer.

How Rolev.ai helps with this application

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Common questions

Where is the Forward Deployed Engineer job at Causal Labs located?

This Forward Deployed Engineer position at Causal Labs is located in San Francisco, CA (On-site). Always check Causal Labs's application page for specific state eligibility or relocation policies.

What qualifications are required for Forward Deployed Engineer at Causal Labs?

For the Forward Deployed Engineer role, Causal Labs highlights experience with data infrastructure, system integration, production software development. Rolev.ai can score your existing resume against these requirements and show any skill gaps before you apply.

How do I apply for the Forward Deployed Engineer position at Causal Labs?

This listing links directly to Causal Labs's Ashby application page. You can apply directly on Causal Labs's site, or use Rolev.ai to check your resume fit, generate a zero-hallucination tailored resume and cover letter for this posting, and autofill the Ashby application form in 1 click with the Rolev.ai Chrome extension. You always review the form and press Submit yourself.