Staff Engineer, AI Production & Customer Platforms

Causal Labs; San Francisco (CA); On-site; USD 150,000 - 190,000; Full time

Job summary

Causal Labs is building a Large Physics foundation Model to enable reliable predictions and actions in real-world environments. As a software engineer, you will own the path from trained models to customer value—from production systems to the surfaces customers touch and the demos that turn frontier research into a practical product.

You will work across backend, APIs, cloud infrastructure, and frontend dashboards, delivering reliable, real-time predictions while collaborating with customers and

Qualifications

• Strong generalist software engineering across the stack.
• Experience deploying ML systems in production.

Responsibilities

• Build and operate production systems delivering model predictions within real-time deadlines.
• Design and build the product surface: APIs, data delivery, dashboards.
• Own packaging, security, observability, and upgrade machinery for customer environments.
• Create demos and prototypes with and for prospective customers.
• Work directly in customer environments: integrate data and ship on-site.
• Design tooling/playbooks for generalizing solutions.

Skills

Backend APIs

Cloud infra

Frontend frameworks

Customer demos

Model serving

End-to-end ownership

Tools

Kubernetes

Docker

Terraform

CI/CD

Job description

Causal Labs is building a Large Physics foundation Model to enable reliable predictions and actions in real-world environments. As a software engineer, you will own the path from trained models to customer value—from production systems to the surfaces customers touch and the demos that turn frontier research into a practical product.

You will work across backend, APIs, cloud infrastructure, and frontend dashboards, delivering reliable, real-time predictions while collaborating with customers and