Xometry seeks a Senior Manager of Machine Learning Engineering to productionize and deploy ML models for cost prediction and pricing. This role involves leadership, hands-on technical expertise, and collaboration with cross-functional teams.
Responsibilities
Lead and mentor a team of machine learning engineers
Lead the productionization of ML models
Design, develop, and deploy machine learning models
Collaborate with stakeholders to define project requirements
Develop and maintain ML Ops pipelines
Implement and manage infrastructure for data processing and model training
Drive continuous improvement in engineering practices
Stay up-to-date with the latest trends in machine learning
Manage project timelines, resources, and deliverables
Foster a culture of innovation and collaboration
Requirements
8+ years of experience in software engineering with a focus on machine learning
3+ years of experience in a management role
Strong understanding of machine learning frameworks
Experience with ML Ops practices
Proficiency in software engineering practices
Experience with cloud platforms
Strong problem-solving and communication skills
Demonstrated ability to manage multiple projects
US Citizen or Green Card holder
Experience with pricing algorithms, neural networks, and deep learning
Experience with containerization and big data technologies