Senior Machine Learning Engineer

Xometry
Full-time
North Bethesda, MD
Posted on 3 months ago

Job Description

Xometry is seeking a Senior Machine Learning Engineer to join their growing organization. The right person will help move their machine learning capabilities to the next level. You will be working in an organization where AI is the enabler and center of its core business strategy.

Responsibilities

  • Explore new machine learning opportunities and bring new solutions into Xometry’s platform
  • Develop and implement machine learning models to improve Xometry’s ability to predict cost, price, and sourcing options
  • Lead the evaluation of emerging technologies and develop 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
  • Collaborate with cross-functional teams to gather requirements, prioritize features, and define technical solutions
  • Monitor machine learning models and AI performance and troubleshoot issues
  • Contribute to the documentation and knowledge base

Requirements

  • 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
  • Experience training and applying models at scale using deep learning frameworks like PyTorch or Tensorflow
  • Cloud-native software craftsperson with hands on experience with containers, container orchestration, and distributed systems
  • 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
  • Cloud practitioner who values the “shift-left” mentality by building systems with Infrastructure as Code
  • Comfortable working with SQL and/or NoSQL, understand database design, and data analysis
  • Experience building and consuming CI/CD pipelines
  • Experience working with *nix systems
  • 5+ 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
  • Must be a US Citizen or Green Card holder

Benefits

  • No benefits