Senior Data Scientist at Xometry in Remote

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