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Machine Learning Engineer

Company: VulcanForms Inc.
Location: Burlington
Posted on: January 16, 2022

Job Description:

About Us

Born out of MIT, VulcanForms is commercializing the first fully scalable industrial metal additive manufacturing (AM) solution. Building the world's most powerful and advanced metal AM system is the first step towards our vision of lights-out, highest quality metal AM mass production. We are a team of leading technology and operational experts with decades of experience in advanced manufacturing, materials, automation, and robotics. We continuously seek contributors who demonstrate outstanding integrity, intelligence, accountability, and a passion for learning. We celebrate diversity and are committed to creating an inclusive environment for all employees.

VulcanForms is hiring a Machine Learning Engineer for our Burlington, MA location.

Job Purpose

As a Machine Learning Engineer on our Data Science team at VulcanForms, you will develop and maintain ML pipelines, deploy, and monitor ML models / data analytics in production for our cutting-edge metal Additive Manufacturing factory. You will have a unique opportunity to push the frontier of ML applications in additive manufacturing.

Key Accountabilities

  • Build, maintain and manage end-to-end ML training and deployment pipelines
  • Deploy, monitor, and optimize ML models and data analytics in the edge, on-premises and in the cloud for Additive Manufacturing
  • Develop software that integrate ML pipelines within the additive manufacturing process
  • Develop and deploy data visualizations and dashboards
  • Run machine learning tests and experiments
  • Perform statistical analysis and fine-tuning using test results
  • Train and retrain systems when necessary
  • Extend existing ML libraries and frameworks
  • Working with our additive manufacturing and process control experts to identify and solve technical pain-points to expand the application of Machine Learning and data analysis in AM

    • Bachelor of Science degree in Computer Science, Data Science, Engineering, Mathematics, or related field with 2+ years of relevant work experience or Master of Science degree in Computer Science, Data Science, Engineering, Mathematics, or related field
    • Hands-on experience training, and deploying machine learning models
    • Proficient in Python
    • Strong programming skills, familiarity with software development cycles, solid understanding of data structures and algorithms
    • This position must satisfy ITAR compliance requirements, therefore candidates must be U.S. Citizens, or lawful Permanent Residents of the U.S. (Green Card Holders)

      • Familiarity with at least one of the Deep Learning frameworks (i.e., TensorFlow, PyTorch)
      • Experience with Docker and Kubernetes
      • Experience with open-source ML ecosystems
      • Experience with setting up microservices
      • Knowledge of JavaScript for data visualization applications is a plus
      • Team player with excellent communication skills
      • Manufacturing industry experience
      • Experience working in a fast-paced startup company environment

        • Medical, dental, vision, and life insurance available to you starting on your first day of employment
        • Generous time off package including vacation PTO, sick PTO, and 11 company-paid federal holidays
        • 401(k) with company match and stock options

Keywords: VulcanForms Inc., Boston , Machine Learning Engineer, Engineering , Burlington, Massachusetts

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