AI 3D Dataset Engineer

The role

This person will develop and maintain end-to-end 3D data governance and enhancement pipelines. They will build internal data cleaning, annotation, and visualization tools using Python and C++.

What you will do

• Develop and maintain end-to-end 3D data governance and enhancement pipelines
• Develop internal data cleaning, annotation, and visualization tools using Python and C++
• Maintain the 3D asset quality monitoring engine
• Optimize the automation of data infrastructure
• Manage data pipelines and integrate data cleaning solutions
• Review external delivery progress
• Ensure high-quality data is delivered to the algorithm team on time
• Participate in the setup of CI/CD processes
• Document high-quality technical documentation including RFCs and Specs

Required qualifications

• Background in computer graphics or relevant project experience
• Familiarity with mesh data structures (GLB/OBJ/USD/FBX)
• Understanding of geometric processing fundamentals like manifold detection, UV unwrapping, topology, and normal vector calculation
• Strong Python development skills
• Proficiency in using graphics and data processing libraries
• Familiarity with common data structures and algorithms
• Ability to handle large-scale datasets containing tens of millions of data points
• Strong documentation skills for RFCs and Technical Specs

Nice to have

• Proficient in C++ and CUDA programming
• Ability to contribute to high-performance data indexing or search engines
• In-depth experience with generative AI 3D products
• Experience using big data platforms such as Databricks
• Familiarity with common vector databases and vector indexing algorithms
• Experience coordinating with external annotation teams or managing outsourced projects
• Enthusiast of 3D printing and laser engraving
• Experience in independent game development

Benefits

• Competitive salary
• Equity
• Benefits package
• Flexible work environment with options for remote and on-site work
• Unlimited, flexible time off

About the company

Meshy is a 3D generative AI company that transforms text and images into 3D models. The team is distributed across North America, Asia, and Oceania.