HiringCafe
Posted 7mo ago

VN Technology Software Engineer for CAD/3D Data

@ CADDi
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Hanoi, Hanoi, Vietnam
HybridFull Time
Responsibilities:analyzing CAD data, integrating CAD software, developing ML models
Requirements Summary:Strong ML/CS algorithms knowledge; 3D data analysis; Git/CI/CD; Docker; English proficiency; must reside in Vietnam.
Technical Tools Mentioned:Git, GitHub Actions, Docker
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Job Description

Recruitment Background

CADDi is on a mission to "Unleash the potential of manufacturing."

We operate "CADDi DRAWER," a cloud-based system that supports digital transformation centered on the use of drawings, which are the most essential data in the manufacturing industry.

Within manufacturing industries, various data modalities exist, with CAD (Computer-Aided Design) data being notably unique to the sector. Our product includes functionalities that process and leverage CAD data as valuable assets. Moving forward, we aim to significantly amplify these capabilities through advanced research and development. This role focuses on CAD data analysis and ML modeling.

Expected Role

  • CAD Data Analysis:
    • Research and development for automating 2D drawing generation from CAD data.
    • Understanding CAD data structures to research and develop methods for extracting essential elements such as holes, overall dimensions, and bends.
  • Multimodal Embedding for CAD and 2D Drawings:
    • Research and development on associating and performing similarity searches between data of different modalities (3D and 2D).
  • Automated CAD Data Generation:
    • Research and development aiming for automatic CAD data generation from prompts by creating CAD commands using generative models.
  • Product Integration with CAD Software:
    • Development for integrating our products with major CAD software like SolidWorks and NX, enabling users to utilize our functionalities directly within the CAD environment.

Interest and experience gained from this position

  • Deep Industry Impact: You'll have the exciting opportunity to contribute to the core of the manufacturing industry – design, drawings, and CAD. Your algorithms and software will address inefficiencies and create significant impact.
  • Core Product Development: CAD and drawing data are among the most critical data assets at CADDI. As a member of a lean, expert team, you'll contribute to organizational management and technical strategy, with potential career paths to Tech Lead or Manager roles.