Xometry is seeking to enhance its machine learning capabilities to improve its ability to predict cost, price, and sourcing options for customers and suppliers.
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)
- Hands on experience with containers, container orchestration, and distributed systems
- Experience with design patterns, refactoring, OOP, and testing
- Experience building and consuming CI/CD pipelines
- Experience working with SQL and/or NoSQL, understand database design, and data analysis
- Experience working with *nix systems
Responsibilities
- Explore new machine learning opportunities, research and perform proof of concepts, and bring new machine learning and AI solutions into Xometry’s platform
- Develop and implement machine learning models that improve Xometry’s ability to predict cost, price, and sourcing options for customers and suppliers
- Lead the evaluation of emerging technologies, identify areas for improvement, 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 to assess their potential impact on Xometry’s platform
- Monitor machine learning models and AI performance and troubleshoot issues as they arise
- Collaborate with cross-functional teams to gather requirements, prioritize features, and define technical solutions based on the latest innovations
- Contribute to the documentation and knowledge base to help other teams understand and use Xometry’s AI effectively
Other
- 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 (ITAR)
