Senior Computer Vision Scientist, 3D

Summary

Join our team as a Senior Computer Vision Scientist at Xometry! We're looking for someone with a passion for machine learning and data science to develop predictive models using 3D data. As a key member of our cost prediction team, you'll use your knowledge of probability and statistics to make defensible statistical inferences from data.

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
• Fluent in Python (pandas, numpy, SciPy, and scikit-learn preferred)
• Proficient in linear algebra and statistics
• Familiar with scientific software principals, e.g. versioning systems, reproducibility, code deployment
• Experience in the manufacturing industry is desired
• Must be a US Citizen or Green Card holder (ITAR)

Responsibilities

• Use data science and machine learning principles to develop effective predictive models using 3D data
• Write software to prepare, clean, and sample data for use in developing predictive models
• Use cloud resources (e.g., Amazon Web Services) to prepare and process data
• Query and extract data from databases (Snowflake and MongoDB)
• Use data analysis and visualization tools (examples include SQL, Python, Jupyter Notebooks, and Looker) to inform the business strategy
• Relentlessly iterate solutions within a fast-paced environment where ambiguity is the norm
• Solve challenging, uncharted problems
• Work in an environment that thrives on teamwork and continuous learning opportunities