AI/ML 3D Engineer

About the role

A 4-month fractional engagement starting this summer. The fractional engineer guides algorithm direction, owns architecture decisions, and contributes hands-on to the build alongside the in-house team. Path to full-time employment with Edlore after the engagement, subject to mutual interest.

Responsibilities

• Build the pipeline conversions of 2D to 3D drawings.
• Owes primitive extraction, annotation parsing, and 3D solid generation.
• Python production development.
• AI/ML model training and fine-tuning.
• Computer vision for document understanding.
• Geometric primitive extraction from raster and vector inputs (points, lines, arcs, circles).
• 2D engineering drawing parsing across TIFF, PDF, and DWG formats.
• CAD library integration for DWG ingestion.
• 3D solid modeling, watertight mesh generation, STEP/IGES/Parasolid/STL export.
• ASME Y14.5 GD&T parsing.
• Dimension and tolerance extraction from title blocks and orthographic views.

Requirements

• US Person, US citizen.
• Eligible for Tier-1 (T1) background investigation.
• Able to operate under Controlled Unclassified Information (CUI) handling under NIST SP 800-171.

Qualifications

• Engineering drawing conventions, orthographic projection, section cuts, title block fields, material specification callouts, surface finish callouts, manufacturing notes, inspection criteria.

Skills

• Python production development.
• AI/ML model training and fine-tuning.
• Computer vision for document understanding.
• Geometric primitive extraction from raster and vector inputs (points, lines, arcs, circles).
• 2D engineering drawing parsing across TIFF, PDF, and DWG formats.
• CAD library integration for DWG ingestion.
• 3D solid modeling, watertight mesh generation, STEP/IGES/Parasolid/STL export.
• ASME Y14.5 GD&T parsing.
• Dimension and tolerance extraction from title blocks and orthographic views.

Benefits

• Two travel windows to a US client site, fully reimbursed.

Pay

Compensation Range Unknown

Schedule

Weekly Commitment 10 - 20 hrs