Staff Machine Learning Engineer
Core
Lead the design and delivery of complex ML systems and architect integrations across the tech stack for Xometry's digital marketplace, specifically owning the AI/ML architecture for the DFM AI + IQE integration with partner ecosystems.
Role type
Staff Machine Learning Engineer (Senior IC)
Builds
Real-time ML serving architecture, low-latency signal paths, and cloud-based production systems for DFM and pricing feedback.
Domain
Manufacturing marketplace, Digital Thread, Generative AI
Deliverable
production ML models
Required skills
Gradient Boosting, Deep Learning, Generative AI frameworks, Python, TensorFlow/PyTorch, MLOps, CI/CD, Infrastructure as Code, Kubernetes, Cloud-native distributed systems
Preferred skills
Transformers, Self-supervised pre-training, Large Language Models (LLMs), Manufacturing/Supply chain domain knowledge
Technologies
AWS, TensorFlow, PyTorch, Terraform, Github actions, Kubernetes
Responsibilities
Own end-to-end lifecycle from requirements to release for complex cross-functional initiatives; Architect and build high-performance AI/ML layers for partner integrations; Develop cloud-based production systems powering real-time endpoints; Navigate complex cross-domain technical challenges; Mentor engineers through design and code reviews; Keep pace with advances in ML/AI and integrate new approaches.
Seniority
Staff, hands-on IC with organizational impact