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Principal ML Engineer, ML Platform Engineering

Posted 2024-11-19

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💎 Seniority level: Principal, At least 7 years

📍 Location: United States

🔍 Industry: Manufacturing

🏢 Company: Xometry

🗣️ Languages: English

⏳ Experience: At least 7 years

🪄 Skills: AWSDockerLeadershipPythonKubernetesMachine LearningPyTorchStrategyAlgorithmsData scienceREST APITensorflowMentoringTerraformDocumentationMicroservices

Requirements:
  • At least 7 years of experience in machine learning engineering, software engineering, data science, or similar roles.
  • A required bachelor’s degree; advanced degree (M.S. or PhD) preferred and may substitute for experience.
  • Experience designing and deploying cloud infrastructure (preferably AWS) for machine learning.
  • Deep understanding of the machine learning lifecycle and its infrastructure needs.
  • Technical expertise in software engineering principles, machine learning techniques, infrastructure as code (Terraform), REST API design, and programming in Python.
  • Experience with AWS microservices, containerization technologies, and multimodal data processing.
Responsibilities:
  • Adopt a 'lead by example' approach by actively coding and troubleshooting, creating documentation and technical diagrams.
  • Serve as a mentor and guide to engineers, teaching and helping them grow.
  • Conduct code reviews and promote best practices in ML Engineering.
  • Ensure delivery of superior infrastructure and software exceeding customer expectations.
  • Forge partnerships with product managers, data scientists, and leadership for effective collaboration.
  • Champion cutting-edge technologies and methodologies in the AI/ML space.
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