Remote Senior Data Scientist, Cost Prediction

Description:

• Xometry is seeking a Senior Data Scientist to join their cost prediction team.
• The role involves using machine learning tools and techniques to construct, optimize, and evaluate predictive models for various business outcomes.
• The candidate will utilize their knowledge of probability and statistics to make defensible statistical inferences from data.
• Responsibilities include developing predictive models using 3D data, preparing and cleaning data, and using cloud resources like Amazon Web Services for data processing.
• The position requires querying and extracting data from databases such as Snowflake and MongoDB.
• The candidate will use data analysis and visualization tools, including SQL, Python, Jupyter Notebooks, and Looker, to inform business strategy.
• The role demands relentless iteration of solutions in a fast-paced environment characterized by ambiguity.
• The candidate will tackle challenging, uncharted problems and work in a collaborative environment that promotes teamwork and continuous learning.

Requirements:

• A Bachelor’s degree is required, preferably in applied math, computer science, natural sciences, or engineering.
• An M.S. or PhD in a related field is highly desired.
• The candidate must have 5+ years of experience with machine learning, statistical modeling, and optimization techniques.
• A minimum of 2 years of experience in 3D deep learning, specifically with Mesh, Volumetric, and/or Point Clouds, is required.
• Proficiency in Python, particularly with libraries such as pandas, numpy, SciPy, and scikit-learn, is essential.
• The candidate should be proficient in linear algebra and statistics.
• Familiarity with scientific software principles, including versioning systems, reproducibility, and code deployment, is necessary.
• Experience in the manufacturing industry is desired.
• The candidate must be a US Citizen or Green Card holder due to ITAR regulations.

Benefits:

• Xometry is committed to diversity, equity, inclusion, and belonging in the workplace.
• The company provides a positive work environment that values individual differences and promotes learning from those differences.
• Xometry is an equal opportunity employer, ensuring all applicants are considered without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran, or disability status.
• The company participates in E-Verify and will provide the federal government with Form I-9 information to confirm work authorization in the U.S. after a job offer is accepted.