
Normal Computing builds enterprise AI systems that help humans reason and make decisions in uncertain physical environments. It combines a full-stack probabilistic machine learning infrastructure…

Normal Computing builds enterprise AI systems that help humans reason and make decisions in uncertain physical environments. It combines a full-stack probabilistic machine learning infrastructure…
What they do: Build full‑stack probabilistic AI + EDA platform and prototype thermodynamic/analog ASICs for energy‑efficient, reliable enterprise AI in physical environments
Founded: 2022
Headquarters: New York, NY, USA
Recent funding: $50M led by Samsung Catalyst (Mar 25, 2026)
Notable investors: Samsung Catalyst, ARIA, Micron Ventures, Brevan Howard, Drive Capital
AI for physical systems, energy‑efficient AI hardware, EDA and hardware engineering acceleration
2022
Software Development
$50,000,000
Company announced $50M led by Samsung Catalyst to accelerate silicon design and ASIC program.
$8,500,000
Company previously announced an $8.5M seed round (company blog post).
Crunchbase lists a grant transaction led by ARIA.
“Backed by a syndicate including corporate venture groups and institutional VCs (examples listed: Samsung Catalyst, ARIA, Micron Ventures, Brevan Howard, Drive Capital, Celesta Capital)”
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Normal Computing | Incredible Opportunities The Normal Team builds foundational software and hardware that help move technology forward - supporting the semiconductor industry, critical AI infrastructure, and the broader systems that power our world. We work as one team across New York, San Francisco, Copenhagen, Seoul, and London.
Your Role In Our Mission You will define and implement architecture and microarchitecture for novel AI compute blocks at Normal Computing. This role sits at the intersection of machine learning algorithms, computer architecture, and RTL implementation—you'll need to understand modern AI workloads deeply enough to make intelligent hardware design decisions, then implement those designs in production-quality RTL.
Responsibilities
This role requires both breadth (understanding the AI accelerator landscape) and depth (implementing complex digital logic). You should be comfortable reading ML research papers and reasoning about their hardware implications, while also being hands-on with RTL coding, verification, and physical design constraints.
What Makes You A Great Fit
Bonus Points For
Equal Employment Opportunity Statement Normal Computing is an Equal Opportunity Employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, or any other legally protected status. Accessibility Accommodations Normal Computing is committed to providing reasonable accommodations to individuals with disabilities. If you need assistance or an accommodation due to a disability, please let us know at accomodations@normalcomputing.ai.
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