Matterport – Lead Business Analyst, Data Operations

What you'll do

• Own the data annotation lifecycle from requirements gathering to final delivery.
• Define ontologies and standards for model requirements with engineering teams.
• Design and launch annotation projects with detailed guidelines and QA processes.
• Manage internal and external teams to ensure timely, accurate project execution.
• Integrate annotated data into production pipelines and validate outputs continuously.

What we're looking for

• 3+ years of data operations or annotation management experience.
• Strong understanding of data structures, ontologies, and annotation workflows.
• Excellent project management and organizational skills with attention to detail.
• Familiarity with ML concepts and model training data requirements.
• Experience working with external vendors and managing cross-functional teams.
• Proficiency in Excel, SQL, and project management tools.