Multidisciplinary Engineer (Mid Career)

Company: Stand
Location: San Francisco
Posted on: February 1, 2025

Job Description:

Stand is a new insurance startup revolutionizing how society assesses, mitigates, and adapts to climate risks. Our leadership team has extensive experience in insurance and climate science: building billions in market value at prior ventures in insurtech, wildfire, and real estate. We're expanding our technical team to develop groundbreaking technologies for quantifying climate risks at the property and community levels, and we're hiring an exceptional, multidisciplinary simulation engineer to be a key part of this effort.How to apply: Interested applicants can email Matt (matt@getstand.com) sharing their resume and a short blurb about their interest in the position.Background:Until now, we have known that distinct homes and locations respond differently to climate catastrophes like wildfire. However, we have struggled to assess these mechanisms accurately. Consequently, homeowners are not informed of what they need to do to better protect their homes, and insurance companies give little credit to mitigation work. At Stand, by applying deterministic physics models and cutting-edge artificial intelligence, we add a deep understanding of a home's unique risk environment to the calculus of writing insurance. This opens up more homes to coverage, encourages proactive measures to protect communities, and nurtures a more sustainable relationship between our neighborhoods and our environment.The Role:As a Multidisciplinary Engineer on the Applied Science Team, you will be a key part of developing our models, working closely with other expert engineers, technologists, and our leadership team in a multidisciplinary environment. We are looking at physics-based simulation in a different way than has been done before - training machine learning models to understand the fundamentals of deterministic physics. This candidate would have a front-row seat and direct contributing role to scaling traditionally expensive, and heretofore limited in application, CFD and FEA, into an automated workhorse, capable of operating 10,000x faster and democratizing how society leverages our compute resources to characterize the physical world around us.What we are looking for:

• Proficient in scripting, with experience in creating automation workflows and pipelines, and exposure to DevOps practices for streamlined development, testing, and deployment of scalable solutions; bonus if experienced with Fortran-based solvers and scripting.
• 3+ years of experience utilizing computational simulation tools-ideally computational fluid dynamics (CFD) and finite element analysis (FEA)-including pre-processing, post-processing, and validating simulations against experimental data, with a preference for experience in automating components of this workflow.
• Strong thermofluids and heat transfer intuition, with the ability to apply this knowledge to run and validate both computational and machine learning models.
• Skilled in navigating multidisciplinary environments, eager to learn new concepts and applications beyond past experience, and passionate about productionizing expertise into cutting-edge solutions.
• Excited by the opportunity to join an early-stage team that is creating a paradigm shift in how society understands and adapts to a changing climate.We strive to provide you with the most tailored and highest quality insurance products and customer service so you can live life knowing your assets are safe.
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Keywords: Stand, Rancho Cordova , Multidisciplinary Engineer (Mid Career), Engineering , San Francisco, California