3D Computer Vision Expert for Predictive Modeling

6 days ago


Bethesda, Maryland, United States Xometry Full time
Senior Computer Vision Scientist Role

Xometry, a leading digital marketplace for manufacturers, is seeking a Senior Computer Vision Scientist to join our cost prediction team. As a key member of our team, you will have the opportunity to work on cutting-edge projects that drive innovation and growth.

Job Overview:

We are looking for an experienced computer vision scientist to develop effective predictive models using 3D data. The ideal candidate will have a passion for machine learning and deep learning techniques, with a strong background in probability and statistics.

Responsibilities:

  • Design and implement predictive models using 3D data to optimize business outcomes
  • Develop software to prepare, clean, and sample data for use in developing predictive models
  • Utilize cloud resources (e.g., Amazon Web Services) to prepare and process large datasets
  • Query and extract data from databases (Snowflake and MongoDB)
  • Apply data analysis and visualization tools (e.g., SQL, Python, Jupyter Notebooks, Looker) to inform business strategy
  • Work collaboratively with cross-functional teams to iterate solutions in a fast-paced environment

Requirements:

  • Bachelor's degree required; degree in applied math, computer science, natural sciences or engineering preferred
  • M.S. or PhD in a related field highly desired
  • 5+ years of experience with machine learning, statistical modeling, and optimization techniques
  • 2+ years of experience in 3D deep learning; Mesh, Volumetric, and/or Point Clouds
  • Proficient in linear algebra and statistics
  • Familiar with scientific software principles, e.g., versioning systems, reproducibility, code deployment
  • Experience in the manufacturing industry is desired
  • Must be a US Citizen or Green Card holder (ITAR)

Estimated Salary Range: $120,000 - $180,000 per year, depending on location and experience



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