3D Computer Vision Expert for Predictive Modeling
6 days ago
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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