Senior Computer Vision Scientist, 3D

ZipRecruiter - North Bethesda, MD

Full-time - Senior

North Bethesda, MD

About the position

Xometry is seeking a Senior Computer Vision Scientist to join our cost prediction team. This role focuses on leveraging machine learning tools to develop predictive models that assess various business outcomes. The ideal candidate will utilize their expertise in probability and statistics to derive meaningful insights from data, contributing to the company's mission of connecting innovative ideas with manufacturing capabilities.

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

Requirements

• Bachelor's degree required; degree in applied math, computer science, natural sciences or engineering
• 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)
• 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 or Green Card holder (ITAR)