Remote Senior Machine Learning Engineer

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Description:

  • Xometry is seeking a Senior Machine Learning Engineer to enhance its machine learning capabilities.
  • The role involves exploring new machine learning opportunities, conducting research, and developing proof of concepts for AI solutions within Xometry’s platform.
  • Responsibilities include developing and implementing machine learning models to improve cost, price, and sourcing predictions for customers and suppliers.
  • The engineer will lead the evaluation of emerging technologies, identify areas for improvement, and develop new features while ensuring platform reliability and scalability.
  • Collaboration with cross-functional teams is essential to gather requirements, prioritize features, and define technical solutions based on innovations.
  • The role also includes monitoring machine learning models and AI performance, troubleshooting issues, and contributing to documentation and knowledge sharing.

Requirements:

  • Candidates must have experience with state-of-the-art machine learning modeling techniques, including transformers, self-supervised pre-training, generative modeling, and large language models (LLMs).
  • Hands-on experience with large-scale data processing and training models using deep learning frameworks like PyTorch or TensorFlow is required.
  • The ideal candidate should bridge advanced approaches with real-world applications.
  • Experience with cloud-native software, containers, container orchestration, and distributed systems is necessary.
  • A self-driven attitude with the ability to own problems and deliver solutions is essential.
  • Strong software fundamentals, including design patterns, refactoring, object-oriented programming, and testing, are required.
  • Familiarity with Infrastructure as Code and a "shift-left" mentality is expected.
  • Candidates should be comfortable working with SQL and/or NoSQL databases, understand database design, and have data analysis skills.
  • Experience in building and consuming CI/CD pipelines is required.
  • Proficiency with command line and experience with *nix systems is necessary.
  • A minimum of 5 years of experience in engineering teams that build large-scale ML-driven user-facing products is required.
  • At least 3 years of experience leading cross-team engineering efforts is necessary.
  • Strong project management execution skills are essential.
  • Candidates must be U.S. Citizens or Green Card holders due to ITAR regulations.

Benefits:

  • Xometry promotes a diverse, equitable, and inclusive workplace, valuing individuals for their unique contributions.
  • The company is committed to providing a positive work environment for all employees.
  • Xometry is an equal opportunity employer, considering all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran, or disability status.
  • For U.S.-based roles, Xometry participates in E-Verify to confirm work authorization after a job offer is accepted.
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