Data Annotation Analyst

Description Help us grow into an ever-evolving marketplace. Seeking an experienced Data Annotation Analyst! WHAT WE DO Betterview is the Property Intelligence & Risk Management Platform leading the P&C insurance companies depend on to identify and mitigate risk, improve operational and inspection efficiency, and build a more transparent customer experience throughout the policy lifecycle. By empowering insurers to automate pricing, underwriting and renewal while focusing on strategic action on critical properties, Betterview is transforming the insurance industry from Repair and Replace to Predict and Prevent. Combining continuously evolving AI, predictive analysis, computer vision, and customizable workflows to geospatial with commercial, private and public data, Betterview supports your businesses’ unique needs through transparent, actionable, property insights. Every day, our diverse team is focused on the needs of our customers. We strive to earn their trust by providing valuable, accurate insight that is important to their businesses. We provide our customers with information that is not only useful to their business decisions but easy to use. We combine high quality human interactions with sleek, intuitive design and are pioneers on the journey alongside our customers, who are transforming the way they do business with data-driven decision making. THE OPPORTUNITY We are seeking a Data Annotation Analyst who will support the data labeling operations that enable Betterview to continually expand and enrich our training datasets. The analyst will lead the execution of our vendor labeling pipeline from project upload to post-delivery analysis. This role will also provide analysis of our existing data and present quality improvement suggestions to the team. For example, if Betterview were looking for more imagery containing solar panels on a roof, the analyst position supports these efforts by reviewing/cleaning data, preparing it for outside labeling and ingesting it into machine learning workflows. This position reports to the Data Annotation Manager. WHAT YOU WILL BE DOING Supporting data labeling projects both internally and in coordination with vendors to support Betterview’s machine vision roadmap. Executing vendor labeling pipeline using internal tools such as python scripts and Jupyter notebooks Reviewing imagery to: Measure annotation quality (QA) Determine characteristics of new detections (ontology creation) Uncover model weaknesses that can be addressed with more data (model improvement) Weekly reviews of Betterview model output to assess model performance. Researching new detections to determine ontology and create labeling instructions. Contributing to continual improvement of data labeling pipeline with Data Annotation Manager Cultivating deep knowledge of Betterview’s machine vision data and leverage it to mine suitable candidates for data labeling at a large scale. Identifying opportunities for improvement of methods and processes to ensure data quality and consistency. Identifying opportunities for improvement in Betterview’s data and, together with machine vision colleagues, working to implement solutions. Creating and maintaining internal reports to track quality and size of training datasets over time. Updating tasks in Jira with appropriate detail We are unable to provide employment visa sponsorship/transfer, and all employees must reside within the U.S.