Machine Learning Engineer

Job overview

The Machine Learning Engineer role is onsite in Huntington Beach, CA, and pays $120,000–$185,000 per year. Layup Parts develops manufacturing technology using proprietary software, automation, and advanced manufacturing systems for customers in aerospace, defense, robotics, and other fields. The engineer trains and deploys custom models using internal manufacturing and design data, including models for cost estimation, design complexity, and design generation. The role also builds data-extraction pipelines and works with engineering and manufacturing teams to improve design and production workflows.

What you'll do

• Train and iterate on custom machine-learning models
• estimate costs and predict design complexity or manufacturing difficulty from part geometry
• develop models to generate or assist with designs
• extract structured data from engineering documents and drawings
• select approaches for geometric and spatial data
• source, clean, and label datasets with engineering and manufacturing teams
• own model performance from data pipeline through deployment.

What we're looking for

Skills & competencies

machine learning engineer

machine learning

geometric data

spatial modeling

object detection

manufacturing technology

huntington beach ca

layup parts

$120k–$185k

cad

model deployment

Work arrangement

• Weekend coverage required

Benefits & perks

• Medical, dental, and vision coverage
• short- and long-term disability insurance
• company-paid life insurance
• equity option grants
• 401(k)
• unlimited paid time off and nine federal holidays.

Why this role

The work emphasizes structured, spatial, and geometric data; ITAR-related eligibility requirements apply as described in the posting.

About the employer

Layup Parts is hiring for this role. Industry: All Other Industrial Machinery Manufacturing. Sector: 33.