Hiring: Machine Learning Engineer Company: Layup Parts Location: Huntington Beach, CA Job Posted Time: 2026-09-16 20:14:19 Target Skills & Keywords : AI, CAD, Data Pipeline, Fine-tuning, LLM, Machine Learning About the job Required Skills: •Train and iterate on custom ML models using Layup's internal manufacturing and design data •Build models that estimate cost and predict design complexity or manufacturing difficulty from part geometry •Develop models that generate or assist in generating new designs based on historical design data •Build pipelines to extract structured data from existing engineering documents and drawings •Evaluate and select modeling approaches suited to geometric, spatial, and other structured data, rather than text-based problems •Work closely with engineering and manufacturing teams to source, clean, and label internal datasets •Own model performance end-to-end, from data pipeline through training, evaluation, and deployment into internal tools •Continuously identify new opportunities where custom models could improve design, estimation, or manufacturing workflows Qualifications: •Final compensation is based on your experience, skills, and what you bring to the table. •Full Benefits Package: Medical, dental, and vision coverage, short- and long-term disability insurance, company-paid life insurance •Paid Time Off:  Unlimited PTO + 9 Federal Holidays Interested candidates, please apply directly through the job posting on company's career page or try via AI auto apply on this platform. Don't miss this opportunity to join a forward-thinking team!