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P-1 AI

P-1 AI

via Jobs

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Julia MTK Modeling Engineer

Anywhere
Full-time
Posted 2/15/2026
Verified Source
Key Skills:
TypeScript
JavaScript
Angular
React
Next.js
Node.js

Compensation

Salary Range

$150K - 200K a year

Responsibilities

Develop first-principles physics simulators for thermofluid and electrical systems to power AI reasoning about physical systems.

Requirements

Brilliant, mission-driven, quick learner with a high talent bar, willing to work remotely with occasional travel to San Mateo.

Full Description

About you: • have done something remarkable, and have undeniable real-world proof-of-talent you can share with us • go from 0 → 1 on an idea before breakfast • always learning • believe in manifesting the future of physical engineering About us: We are building an engineering AGI. We founded P-1 AI with the conviction that the greatest impact of artificial intelligence will be on the built world. Our first product is Archie, an AI engineer capable of quantitative intuition over physical product domains and engineering tool use. Archie initially performs at the level of an entry-level design engineer but rapidly gets smarter and more capable. We aim to put an Archie on every engineering team at every industrial company on earth. Our founding team includes the top minds in deep learning, model-based engineering, and industries that are our customers. We closed a $23 million seed round led by Radical Ventures that includes a number of other AI and industrial luminaries (from OpenAI, DeepMind, etc.). In summary: • we are on a mission • multiple hats is the norm • no politics, low bureaucracy • fast, data-driven decision-making; velocity and agility are everything • believe in manifesting the future of physical engineering About the role: We are a small team tackling an ambitious problem. If we are successful, it will change the course of history. As such, we have a very high talent bar and are looking for people who have done something remarkable. This role builds the physics simulators that teach Archie how the real world works. You will develop first-principles, acausal models of thermofluid and electrical systems and use them to generate large-scale synthetic datasets that power Archie’s reasoning about physical systems. You will work on chillers, air handlers, cooling towers, hydronic networks, switchboards, transformers, and distribution systems—sweeping your models across thousands of operating conditions, fault modes, and design variants. The fidelity of your simulations directly determines the capabilities of our AI. You will collaborate closely with ML engineers to ensure simulation outputs translate into real-world performance. We don’t care if you’ve done it before. We just need you to be brilliant, mission-driven, and thirsty to learn. This role is remote and you can be based anywhere in the US or Canada, where you must have existing work authorization. You will be expected to travel to our San Mateo office for co-working sessions approximately one week out of every six. If you are already located in the Bay Area or are interested in relocation, you are of course welcome to work out of our San Mateo office. Our AI team is based in the San Mateo office, so there would be some benefit to you being in-office at least part of the time. Compensation: $150k - $200k… for now. This role includes a significant equity component. We are an early-stage startup, so we favor equity over cash in our current compensation philosophy. You should too, or an early-stage startup might not be for you. That said, we expect cash compensation to progress quickly as the company matures. Our benefits include healthcare, dental, and vision insurance, 401k with employer matching, and unlimited PTO. Interview process: • Initial screening call (30 mins) • Biographical/behavioural interview (45 mins) • Technical interview (60 mins) • CEO interview (30 mins)

This job posting was last updated on 2/20/2026

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