Data Jobs in Huntington Beach, CA

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Machine Learning Engineer

Layup Parts Huntington Beach, CA

Huntington Beach, CA

Today

$120k - $185k/yr Full time Artificial Intelligence Automation Data Analytics

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Job Description

Layup Parts is seeking a Machine Learning Engineer in Huntington Beach, CA (onsite) to train custom models on internal manufacturing and design data.

Responsibilities

Train, iterate, and improve custom ML models using Layup’s internal manufacturing and design datasets
Develop models to estimate cost and predict design complexity or manufacturing difficulty from part geometry
Create models that generate or support assisted generation of new designs using historical design data
Build data pipelines that extract structured information (for example, specs, dimensions, and material callouts) from engineering documents and drawings
Evaluate and select modeling approaches suited to geometric, spatial, and other structured data (not text-based/NLP-style problems)
Partner with engineering and manufacturing teams to source, clean, and label internal datasets
Own model performance end-to-end: data pipeline, training, evaluation, and deployment into internal tools
Continuously identify opportunities to improve design, estimation, and manufacturing workflows with custom models

Requirements

Experience training custom models beyond basic labeling or fine-tuning workflows
At least advanced object detection experience; data classification experience is a strong plus
Geometry-based modeling experience is highly preferred
Experience working with large, parameter-rich datasets
Strong fit for backgrounds focused on structured, spatial, or geometric data rather than natural language or LLM-centric work

Benefits

Full Benefits Package: medical, dental, and vision coverage; short- and long-term disability insurance; company-paid life insurance
Equity option grants
401k plan
Paid Time Off: unlimited PTO plus 9 federal holidays

Bonus Points

Experience training geometry-specific models
CAD experience
Manufacturing experience

Location and Salary

Location: Huntington Beach, CA (onsite)
Salary: USD 120,000 - 185,000 per year

ITAR Requirements

To conform to U.S. Government export regulations, applicant must be a (i) U.S. citizen or national, (ii) U.S. lawful, permanent resident (green card holder), (iii) Refugee under 8 U.S.C. § 1157, or (iv) Asylee under 8 U.S.C. § 1158, or be eligible to obtain the required authorizations from the U.S. Department of State.

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