| Microsoft Careers

What you'll do

• Design and develop systems for extracting, enriching, and understanding entities from various content sources.
• Apply machine learning and LLM techniques to classify and enhance entity attributes and relationships.
• Build solutions for resolving ambiguities and linking entities across different data sets.
• Enhance entity quality through analysis of precision/recall metrics and iterative experimentation.
• Create scalable workflows for processing large volumes of structured and unstructured data.

What we're looking for

• Extensive experience in designing and developing AI-powered entity extraction and enrichment systems.
• Proficiency in applying machine learning and LLM-based techniques for entity identification, classification, and attribute enrichment.
• Strong background in building scalable solutions for entity resolution and linking across multiple data sources.
• Expertise in precision/recall analysis and evaluation frameworks to enhance entity quality through data-driven experimentation.
• Solid understanding of software design, distributed systems, and production engineering practices for large-scale content processing.
• Proven ability to independently drive complex projects from concept to production, demonstrating technical leadership.