Arena Physica is on a mission to accelerate hardware innovation that powers human progress. Our name is inspired by Theodore Roosevelt’s ‘Citizenship in a Republic’ speech. To us, entering the Arena means committing fully and accepting the risk of failure in pursuit of an audacious, worthy cause. We believe the future belongs to those brave enough to build it.
Our team of 50 combines AI engineering and applied physics expertise with deep experience in enterprise deployments. We’re headquartered in NYC with presences in San Francisco and Los Angeles, backed by ~$90M from Initialized, Founders Fund, Goldcrest Capital, Fifth Down Capital, and Shield Capital.
If you’re ready to do the most important work of your career, join us in the Arena.
What we do
At Arena Physica, we’re building electromagnetic superintelligence. Our AI platform Atlas operationalizes physics-grounded intelligence to verify, debug, and optimize hardware across its lifecycle. Atlas is already trusted globally by the world’s most advanced hardware companies, including AMD, Anduril, and Bausch & Lomb, for applications across R&D, integration testing, production assembly, and field repair.
About the role
As a Machine Learning Engineer focused on Data & Training Infrastructure, you will join Arena’s Platform team to build the data generation and training substrate behind the first electromagnetic foundation model. You will design the systems that turn simulation, measurement, expert workflows, and customer-grounded hardware problems into high-quality training data at scale.
This role sits at the intersection of large-scale ML infrastructure, scientific computing, and applied physics. You will work closely with applied researchers, electrical engineers, and product engineers to orchestrate solver farms, standardize multimodal data corpora, improve training throughput, and make foundation model development faster, more reproducible, and more reliable.
How you will contribute
You have
Benefits & Perks Include:
Full Job Description JOIN A TEAM THAT GOES ALL-IN ON YOU Are you ready to join a team that embraces...
Apply For This JobFull Job Description Job OverviewWe are seeking a motivated and skilled Bucket Loader Operator to join our dynamic construction team....
Apply For This JobFull Job Description Are you craving to work in a healthcare setting where you’re not only valued, but appreciated and...
Apply For This JobAbout The Team The AI Deployment Engineering team is responsible for ensuring the safe and effective deployment of Generative AI...
Apply For This JobFull Job Description Job SummaryWe are seeking dedicated Full Time Employees to join our dynamic team in a fast-paced food...
Apply For This JobCABINET MAKER $18/HR TO 27/HR START ASAP!!! Join our team of skilled craftspeople and help build premium retail store displays...
Apply For This Job