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Silver Spring

    Principal Machine Learning Engineer - Silver Spring, United States - Xometry

    Xometry
    Xometry Silver Spring, United States

    3 weeks ago

    Default job background
    Description
    Xometry is looking for a

    Principal Machine Learning Engineer

    to join our growing organization. The right person will help move our machine learning capabilities to the next level. You'll be working in an organization where AI is the enabler and center of its core business strategy.

    You want to be part of a small, intensely skilled team, who feel total ownership of their work, and can't imagine a day without learning & coding.

    You will play a crucial role in the Xometry platform and everything you do will matter.

    What You'll Do

    At Xometry, you will play a crucial role in exploring new machine learning opportunities, researching and performing proof of concepts, and bringing new machine learning and AI solutions into Xometry's platform


    Develop and implement machine learning models that improve Xometry's ability to predict cost, price, and sourcing options for our customers and suppliers.

    You will be responsible for leading the evaluation of emerging technologies, identifying areas for improvement, and developing new features while ensuring the reliability and scalability of Xometry's platform

    Lead the exploration of emerging AI and machine learning technologies and develop proof-of-concepts to assess their potential impact on Xometry's platform

    Collaborate with cross-functional teams to gather requirements, prioritize features, and define technical solutions based on the latest innovations

    Monitor machine learning models and AI performance and troubleshoot issues as they arise

    Contribute to the documentation and knowledge base to help other teams understand and use Xometry's AI effectively

    What We're Looking For

    Experience with state of the art ML modeling techniques and approaches like transformers, self supervised pre-training, generative modeling, LLMs, etc

    Experience with large scale data processing (e.g., Hands-on experience training and applying models at scale using deep learning frameworks like PyTorch or Tensorflow)

    Successful candidates in this role need to be able to bridge state of the art approaches to real world impact

    A cloud-native software craftsperson with hands on experience with containers, container orchestration, and distributed systems

    An engineer with a self-driven attitude who can own problems and deliver solutions

    Strong software fundamentals with experience in design patterns, refactoring, OOP, and testing

    A cloud practitioner who values the "shift-left" mentality by building systems with Infrastructure as Code, not console clicking

    Data's at the heart of our systems, we hope it's yours too. You're comfortable working with SQL and/or NoSQL, understand database design, and data analysis

    Experience building and consuming CI/CD pipelines

    Someone who knows their way around the command line and has experience working with *nix systems

    8+ years working experience in the engineering teams that build large-scale ML-driven user-facing products

    3+ years experience leading cross-team engineering efforts

    Strong execution skills in project management

    #LI-Hybrid

    #J-18808-Ljbffr
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