Lead Business Analyst, Data Operations

Requirements

• Bachelors degree from an accredited university is required.
• Minimum of 3 years experience in data operations, annotation management, or business analysis in a technical setting.
• Proven commitment to previous employers.
• Strong grasp of data structures, ontologies, and annotation workflows.
• Exceptional organizational and project management capabilities with meticulous attention to detail.
• Familiarity with machine learning concepts and data prerequisites for model training.
• Experience collaborating with external vendors and leading cross‑functional teams.
• Proficiency in software such as Excel, SQL, and project management tools.
• Experience with computer vision or ML‑driven products is preferred.
• Knowledge of annotation tools and platforms (e.g., Dataloop, Hasty, Scale.ai, Deeplake) is a plus.
• Acquainted with workflow orchestration and automation applications.
• Strong analytical skills with the ability to convert technical requirements into actionable operational strategies.
• Demonstrated capability to scale processes and juggle multiple projects simultaneously.

• Oversee the complete Data Annotation Lifecycle, managing all internal and third‑party annotation initiatives from requirements gathering to final data delivery.
• Define clear ontologies and standards by collaborating with product and engineering teams to convert model requirements into scalable annotation frameworks.
• Initiate and execute annotation projects by sampling data, drafting comprehensive guidelines, and ensuring annotations meet quality through rigorous QA processes.
• Manage vendors and internal teams to guarantee project execution is timely, accurate, and cost-effective.
• Work alongside ML engineers to validate and integrate annotated data, continuously refining for improvement.
• Enhance processes by developing workflows, tools, and best practices for large‑scale annotation, utilizing automation where feasible.
• Contribute strategically by influencing Matterports data strategy and aiding in the development of top‑tier AI models for spatial computing.

At Matterport, a division of CoStar Group, we are committed to transforming the built environment through innovative technology. We offer an exciting opportunity to make a significant impact in a collaborative and dynamic workplace located in Sunnyvale, CA, with a blend of on‑site and remote work. Joining us, you will experience a culture that values your contributions, providing generous compensation, performance incentives, and comprehensive benefits.

We invest in your continued growth through internal training and a tuition reimbursement program, alongside a robust benefits package that includes healthcare coverage, a 401(K) with matching contributions, and mental health services.