Travel-Ready Field Engineer: Physics AI/ML Surrogate Models

Saragossa; San Mateo (CA); On-site; USD 140,000 - 200,000; Full time

Benefits offered by this job

Travel opportunities

Job summary

Saragossa is a Physics AI startup that accelerates design cycles by combining high-fidelity simulation with machine learning. You’ll work with surrogate models, PINNs, and neural operators to apply models in real engineering contexts for demanding customers.

You’ll collaborate with engineering teams, script in Python, and use PyTorch or JAX to drive practical solutions that improve simulations. Travel to client sites will be needed, and you’ll own the customer relationship through deployment and

Qualifications

• Experience applying surrogate models, PINNs, or neural operators to real-world engineering problems.
• Ability to script Python to automate workflows and integrate models in production contexts.
• Strong communication skills to translate technical findings to customers and product teams.

Responsibilities

• Engage with customer engineering teams to understand design challenges.
• Demonstrate and validate physics-based models in client environments.
• Collaborate with engineering to translate field feedback into roadmap inputs.
• Travel to customer sites as required to support deployments and renewals.

Skills

Physics AI workflows

Python scripting

Technical communication

Customer engagement

Education

Advanced degree in physics/engineering or ML

Tools

PyTorch

JAX

Job description

Saragossa is a Physics AI startup that accelerates design cycles by combining high-fidelity simulation with machine learning. You’ll work with surrogate models, PINNs, and neural operators to apply models in real engineering contexts for demanding customers.

You’ll collaborate with engineering teams, script in Python, and use PyTorch or JAX to drive practical solutions that improve simulations. Travel to client sites will be needed, and you’ll own the customer relationship through deployment and