Geometric ML Engineer — Design & Cost Estimation
layup partsHuntington Beach (CA)
Geometric ML Engineer — Design & Cost Estimation
Posted yesterday
layup partsHuntington Beach (CA)
SENIORITY
Senior
About the role
Layup Parts is hiring a Machine Learning Engineer to train custom models using our internal manufacturing data and to extract structured data from engineering documents. You will work on cost estimation, design complexity, and geometry-based modeling to improve design and manufacturing workflows.
We seek someone with experience training models on large, parameter-rich datasets, preferably with spatial or geometric data problems. CAD experience and manufacturing background are a plus.
Before you apply
Applying takes about a minute. These four things decide how fast it moves after that.
Your profile is current
It's what we read first. Occupations, seniority and locations matter more than a long history.
Two examples you can talk through
Not a portfolio — just two pieces of work where you can explain the decisions and what you'd change.
A number in mind
What you're on now and what would make you move. We negotiate better when we know both.
Your notice period
Employers plan around it, and it's the question that stalls offers most often.
Once you apply, someone reads it and calls you before anything reaches the employer — usually within two working days.
More like this