Senior Data Scientist
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Posted almost 3 years ago
Xometry is adding multiple Senior Data Scientists to our growing teams! The ideal candidates will have a passion for using machine learning tools and techniques to construct, optimize, and evaluate predictive models that predict the likelihood of different business outcomes. Additionally, they will use their knowledge of probability and statistics to make defensible statistical inferences from data.
What You'll Do
- Use deep learning tools (such as TensorFlow, Keras, or PyTorch) to train a variety of neural network architectures (e.g., multilayer perceptron, convolutional networks, transfer learned networks) to develop effective predictive models
- Write production-quality software in Python to implement predictive models and business logic in business software
- Use cloud resources (e.g., Amazon Web Services) to prepare and process data
- Write software to prepare, clean, and sample data for use in developing predictive models
- Write queries to extract data from product databases (SQL and MongoDB) and join data from multiple sources
- Use data analysis tools to prepare data visualizations (examples include Tableau, Jupyter Notebooks, Python, Pandas, and R)
- Relentlessly iterate solutions within a fast-paced start-up environment where ambiguity and minimal structure are the norm
- Solve challenging, uncharted engineering problems
- Work in an environment that thrives on teamwork and continuous learning opportunities
What We're Looking For
- Bachelor’s degree in applied math, computer science, natural sciences or engineering
- M.S. or PhD in a related field a bonus
- 3+ years of experience with machine learning, regression, and optimization techniques
- Experience with deep learning architectures and training methods
- Fluent in Python, numpy, scipy, pandas, sklearn and deep learning
- Proficient in linear algebra and statistics
- Familiar with RESTful APIs
- Portfolio demonstrating clean and compliant code
- Demonstrated strong attention to detail
- Familiar with debugging and automated unit/regression testing
- Familiar with versioning systems such as Git
- Must be a US citizen, green card holder, or a legal permanent resident of the United States
- Must be willing to travel to Bethesda, MD office on occasion; otherwise can be considered regionally remote
What You'll Enjoy
- Medical, dental and vision insurance
- Life insurance
- 401(k) and company match
- Stock options
- Paid time off
- Maternity & Paternity leave
- Dog friendly office spaces
- Free coffee
- And more!
Xometry is the largest marketplace for custom manufacturing, connecting customers with optimal manufacturing solutions through proprietary AI algorithms. Xometry provides on-demand manufacturing services and industrial supply materials to a diverse customer base, ranging from startups to Fortune 100 companies. Our nationwide network of over 6,000 partner manufacturing facilities enables us to maintain consistently fast lead times while offering a broad array of capabilities, including CNC machining, 3D printing, sheet metal fabrication, injection molding, and urethane casting. Xometry's customers include BMW, Dell Technologies, General Electric, and NASA.
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Xometry is an equal opportunity employer. All applicants will be considered for employment without attention to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.
Xometry participates in E-Verify and after a job offer is accepted, will provide the federal government with your Form I-9 information to confirm that you are authorized to work in the U.S.