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Physics Simulation Engineer

Physics Simulation Engineer

StandSan Francisco, CA, United States
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We are a team of technologists and insurance industry veterans from companies like SpaceX, Boeing, Metromile, Policygenius, HotelTonight, WePay, Chubb, Pure, and AIG Private Client.

Finance : $70m+ in Funding from Inspired VC, Lowercarbon Capital, Equal Ventures, and more.

Team : Offices in San Francisco and Seattle. We have a small, strong team in great locations.

Social Proof : Over $2b in TIV Capacity, reinsured by Arch, RenRe, Nephila, Hiscox, and others.

Benefits : Competitive Salary and Equity. We pay well and offer all the usual benefits.

Open Positions

Physics Simulation Engineer

Location

On-site in San Francisco or Seattle

Department

Science & Engineering

Compensation

Annual base salary range for full-time employees in this position is $160,000 to $210,000 + meaningful Equity Grant.

Stand is a new technology and insurance company revolutionizing how society assesses, mitigates, and adapts to climate risks. Our leadership team has extensive experience in insurance, technology, and climate science.

We leverage advanced deterministic models and cutting-edge analytics to provide personalized risk assessments—helping homeowners secure coverage and take proactive steps toward resilience.

Role Summary

As a Physics Simulation Engineer on the Applied Science team, you’ll play a key role in developing and deploying advanced computational physics models, collaborating closely with engineers, technologists, and leadership in a highly interdisciplinary environment.

We’re investing in physics-based simulation as a core capability to model and mitigate risk. This includes adapting traditionally high-cost engineering methods into scalable, automated tools that operate orders of magnitude faster.

Responsibilities

  • Owning our core CFD / thermofluid solvers and their supporting scripts and infrastructure
  • Translating real-world physics into simulation code (e.g., combustion, wind dynamics)
  • Tuning and validating models and methods against empirical data and experiments
  • Running simulations and communicating results to cross-functional teams
  • Accelerating traditional numerical solvers and simulation runtimes
  • Supporting the development of AI-driven physics models alongside researchers and engineers

Requirements

  • PhD or Master's in relevant field and 5+ years of experience with CFD, including simulation design, execution, and validation
  • Proficiency with Fortran-based solvers, including both running existing models and extending / augmenting their functionality
  • Strong intuition in thermofluids and heat transfer, including combustion modeling and radiation
  • Proven ability to communicate and integrate technical knowledge across teams
  • Experience calibrating and validating simulations against physical test results
  • Experience with parallel programming, HPC workflows, and GPU acceleration
  • Why Join Stand

    At Stand, you’ll be part of a mission-driven team redefining how insurance intersects with climate resilience. This is a unique opportunity to build something transformative—leveraging advanced technology, underwriting expertise, and data-driven insights to create a smarter, more adaptive insurance model.

    Equal Opportunity Employment : Stand is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status.

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    Simulation Engineer • San Francisco, CA, United States

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