Normal Computing

Semiconductor

ForwardDeployedAIEngineer

$180–325k New York, New York, United States FULL TIME
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Mid candidates.

The Brief

“Forward Deployed AI Engineer at Normal Computing. Skills: ML systems, Python, Semiconductor verification, Customer environments. Adapt Normal EDA to customer data. Validate generated artifacts”

Industry & Context.

Semiconductor
Problems you'll solve

Diagnose issues; Make good decisions with incomplete information

What They're Looking For.

Must Have

Track record of shipping ML systems inside customer or production environments, software engineering fundamentals, Hands-on experience with the modern ML stack

Nice to Have

Direct experience with EDA, semiconductor design flows, verification workflows (UVM, SystemVerilog, coverage-driven verification), or other formal / structured engineering domains, Built or led an FDE or customer-deployment function from the ground up at an earlier-stage company, Open-source contributions or publications in AI or ML venues

What You'll Do.

Adapt Normal EDA to customer data

Validate generated artifacts

Bridge customer artifacts and ML systems

Embed with silicon engineers

Make judgment calls on builds

Codify reusable patterns

Bring field signal to ML teams

How You'll Work.

Team & Collaboration

Work as one team across locations; Work inside a pod with Deployment Strategy, Platform, other FDE, and GTM team members; Translate customer constraints back to Normal's teams; Shape platform based on field learning

Full Job Description

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 Silicon engineering is defined by exponential growth in design complexity, shrinking first-silicon success rates, and a global shortage of specialized talent. Normal EDA addresses these constraints with a platform that builds structured, traceable engineering artifacts directly from specifications and learns continuously from the teams that use it. The Forward Deployed Engineer is the person who makes that work inside customer environments, adapting the platform to their data, their workflows, and the engineering judgment their teams carry. We are hiring Forward Deployed AI Engineers to embed inside enterprise customers' silicon design environments and adapt Normal EDA to their data, workflows, and design challenges. You will work inside a pod with Deployment Strategy, Platform, other FDE, and GTM team members on a single enterprise engagement, and you will own the ML systems that make the platform work inside that customer's environment. RESPONSIBILITIES - Adapt Normal EDA to each customer's proprietary data, design flows, and tooling. Validate generated artifacts against their specifications, and design evals against real customer workflows so model behavior holds up in production. - Bridge between customer engineering artifacts and the ML systems that operate on them. You will need to understand both sides well enough to diagnose whether a problem is in the model, the data, or the workflow. - Embed with silicon engineers at the customer. Translate their constraints back to Normal's research, product, and platform teams, and shape what the platform becomes based on what you learn in the field. - Make judgment cal

Free ATS check

Applying for this Forward Deployed AI Engineer role?

Most applicants get filtered before a human reads their resume. See if yours makes the cut.

How to Apply on Ashby

  • Ashby is a fast modern ATS — most applications take under 3 minutes.
  • The resume parser is strong; verify parsed experience dates and job titles.
  • Custom screening questions are often scored algorithmically — answer completely.
  • Location field affects geo-based screening; use your actual metro area.

ANONYMOUS · UNFILTERED

What do employees actually say about Normal Computing?

Real rants from real employees. Read before you apply.

Read Company Rants →