Job Description
<Job Responsibilities> • CAD Data Analysis: o Research and development for automating 2D drawing generation from CAD data. o 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: o Research and development on associating and performing similarity searches between data of different modalities (3D and 2D). • Automated CAD Data Generation: o Research and development aiming for automatic CAD data generation from prompts by creating CAD commands using generative models. • Product Integration with CAD Software: o Development for integrating our products with major CAD software like SolidWorks and NX, enabling users to utilize our functionalities directly within the CAD environment.
Job Requirement
<Necessary Skill / Experience > ・Language: English - Business Level *ability to complete daily tasks in English, including text communication and meetings. （CEFR B1 or Higher level) ・Experience: • Experience in 3D data analysis. • Experience with team development using Git and CI/CD (e.g., GitHub Actions). • Basic understanding and hands-on experience with container technologies like Docker. • Must currently reside in Vietnam or have plans to relocate. Foreign nationals must also hold a valid Vietnam work permit or be legally eligible to work in Vietnam. ・Knowledge: • Foundational knowledge of algorithms related to machine learning, statistics, linear algebra, and computer science. <Preferable Skill / Experience> ・Experience: • Experience in CAD plugin development or development using CAD SDKs. • Experience working with 3D or 2D CAD/drawing data. • Experience with releasing and operating machine learning models in a production environment. • Experience with infrastructure building and operation using cloud platforms like Google Cloud or AWS. • Experience with designing, developing, and operating large-scale data processing platforms. ・Knowledge • Knowledge of graphics libraries such as WebGL, OpenGL, Metal, or Vulkan. • Familiarity with GPU-accelerated parallel computing programming (e.g., CUDA, OpenCL).