Mechanical Data Engineer (Mechanical + Data Engineering Required) (Fully Remote)

Foundation EGI; United States; Remote; USD 110,000 - 150,000; Full time

Job summary

Foundation EGI is a MIT-born, venture-backed Silicon Valley startup building Engineering General Intelligence (EGI) to accelerate design and manufacturing. They seek a Mechanical Data Engineer to turn raw customer data into high-fidelity datasets powering AI model training and evaluation, within the Data Studio team.

You will ingest, structure data, and design mechanical CAD components as ground truth for AI systems, collaborating with product and research to improve labeling workflows and data

Qualifications

• Ingest and wrangle engineering data for AI applications into ready-to-use datasets.
• Strong grasp of mechanical assemblies, drawings, and GD&T principles.
• Familiarity with annotation tools and labeling workflows.

Responsibilities

• Ingest, clean, and structure engineering data for AI training and inference.
• Design mechanical components in CAD as ground truth for evaluating AI systems.
• Collaborate with product and research teams to improve labeling workflows and data quality.

Tools

SolidWorks

CATIA

Siemens NX

Creo

Job description

• We are seeking a Mechanical Data Engineer with strong CAD and manufacturing expertise to join our Data Studio team.
• You will turn raw customer data into high-fidelity datasets that power AI model training and evaluation.

Key Responsibilities:

• Ingest, clean, and structure engineering data for AI training and inference.
• Design mechanical components in CAD as ground truth for evaluating AI systems.
• Collaborate with product and research teams to improve labeling workflows and data quality.

Qualifications:

• Hands-on experience with SolidWorks, CATIA, Siemens NX, or Creo.
• Strong understanding of mechanical assemblies, technical drawings, and GD&T.
• Familiarity with annotation tools and illustration software.

What Success Looks Like:

• Deliver datasets that measurably improve model performance.
• Standardize ME datasets and maintain a living definition of quality.

Foundation EGI

Foundation EGI is a MIT-born, venture-backed Silicon Valley startup building Engineering General Intelligence (EGI), an AI Copilot for design and manufacturing. They are a small, fast-paced team focused on reinventing how physical products are designed and built.