Sr. Machine Learning Engineer

Summary

Xometry, a NASDAQ-listed company specializing in connecting manufacturers with buyers, is seeking a Senior Machine Learning Engineer to enhance their machine learning capabilities. The successful candidate will work on exploring new ML opportunities, developing models for cost prediction, and leading the evaluation of emerging AI technologies.

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 (e.g., Hands-on 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, 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
• 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

Responsibilities

• Explore new machine learning opportunities
• Research and perform proof of concepts
• Develop and implement machine learning models for cost prediction
• Lead the evaluation of emerging AI technologies
• Collaborate with cross-functional teams to gather requirements and define technical solutions
• Monitor machine learning models and AI performance, troubleshoot issues as they arise
• Contribute to the documentation and knowledge base for Xometry’s AI

Benefits

#LI-Remote