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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Data Science - **Company:** TaskRabbit - **Location:** San Francisco, CA, United States - **Experience:** Expert - **Salary:** $170,000.0 - $225,000.0 - **Contract:** Permanent contract - **Skills:** Data Analysis, Python (Programming Language), Machine Learning, SQL Databases, Git, Information Technology, Machine Learning Operations, Data Pipelines - **Published:** July 29, 2026 - **Apply:** https://job-boards.greenhouse.io/taskrabbit/jobs/7651557 ## About the Role * BS, MS or Ph.D. in a quantitative field (e.g., Statistics, Econometrics, Computer Science, Engineering, Mathematics, Data Science, Operations Research, or related field). * A minimum of 7 years industry experience in data science; previous experience in a marketplace or fintech company is a plus * Strong and relevant experience with advanced experimentation and statistical modeling; you have past experience with fraud/risk models in a marketplace/fintech context * Excellent analytical and problem-solving skills. * Excellent business acumen and strategic thinking skills, especially in a commerce/risk domain * Expert in SQL, experienced in Python, and familiar with data pipeline tooling (e.g. dbt) and git. Bonus points for experience in productionizing ML models and familiarity with ML Ops. * A self-starter with the ability to work independently and drive your own projects end-to-end with a track record of landing strong business impact * Ability to communicate complex data findings in a clear and concise manner to an executive audience. ## Description Data Science plays a crucial role in driving impact at Taskrabbit. As a member of the team, you will help drive our business strategy forward through predictive insights. We are seeking a highly skilled and motivated Staff Data Scientist to join us, working closely with cross-functional teams from product, finance, engineering, risk and operations to provide data-driven insights and solutions that enhance our products and accelerate growth while minimizing marketplace losses. What you will work on * Be a strategic thought partner with stakeholders from product, risk, finance, engineering, and operations to define high-impact analytical problems, and solve them using different analytical and statistical approaches. Present actionable insights in a clear and compelling manner. * Proactively perform analytical deep dives to identify strategic growth opportunities in key business levers with a focus on commerce and risk * Collaborate with stakeholders to define and measure success metrics for new features and products, conduct advanced experimentation and causal inference to optimize product features and user experiences * Design, develop, and scale proactive fraud interventions using heuristic and/or machine learning models. These efforts will be focused on enhancing financial performance by mitigating issues such as chargebacks, fraud, transaction declines, and refunds. * Foster a data-driven culture within the organization by advocating for best practices in data analysis and interpretation. ## Related Videos - [Data Science in Retail](https://www.wearedevelopers.com/videos/586-data-science-in-retail) - [How a Small Team Shrank a Microsoft Monorepo by 94%](https://www.wearedevelopers.com/videos/1236-how-a-small-team-shrank-a-microsoft-monorepo-by-94) - [Fault Tolerance and Consistency at Scale: Harnessing the Power of Distributed SQL Databases](https://www.wearedevelopers.com/videos/1146-fault-tolerance-and-consistency-at-scale-harnessing-the-power-of-distributed-sql-databases) - [Data Science on Software Data](https://www.wearedevelopers.com/videos/162-data-science-on-software-data) - [Data Science, ML & AI in the Oil and Gas Industry at NDT Global - Dr. Katja Träumner](https://www.wearedevelopers.com/videos/1308-data-science-ml-ai-in-the-oil-and-gas-industry-at-ndt-global-dr-katja-traumner) - [May I interest you in ... 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