Principal AI Solutions Architect

3 weeks ago


Bethesda, Maryland, United States Xometry Full time
Job Overview
Xometry, a leading digital marketplace for manufacturing, is seeking an exceptional Principal AI Solutions Architect to join its Generative AI team. This role offers the opportunity to drive innovation in AI-driven solutions, enhancing Xometry's service offerings and staying ahead in the industry.

About the Role
The ideal candidate will have 7+ years of experience in data science and machine learning, focusing on generative models, large language models (LLMs), or computer vision. A strong background in probability, statistics, and optimization techniques relevant to generative modeling is essential. Proficiency in Python, including key libraries such as PyTorch, TensorFlow, pandas, and numpy, is required. Experience with cloud computing resources and tools for model training and deployment, such as AWS SageMaker, is also necessary.

Main Responsibilities
This position entails providing technical leadership to the Generative AI team, setting technical direction, defining best practices, and ensuring the team follows industry standards in AI and ML development. The successful candidate will lead strategic planning and roadmap development for generative AI initiatives, identifying high-impact projects and aligning them with Xometry's business objectives. Additionally, they will develop and deploy generative AI models and LLMs for multimodal document processing, focusing on extracting structured data from technical drawings, purchasing orders, and other complex documents.

Requirements
A bachelor's degree is required, but an advanced degree (M.S. or PhD) in computer science, machine learning, AI, or a related field is highly preferred. The ideal candidate should have expertise in large-scale language and vision models, such as Transformers, GPT, VLMs, and experience with multimodal data processing, combining text, image, and 3D data. Strong software engineering principles, including version control, reproducibility, and continuous integration, are also essential. Experience in the manufacturing, supply chain, or similar industries is a plus. Estimated salary: $160,000 - $200,000 per year.

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