Analyze data on bad actor behavior patterns to understand their motives and tactics. Recommend strategic short-term and long-term solutions to mitigate their impact. Create and refine detection models that consume machine learning outputs and signals to minimize the presence of bad actors in the ecosystem. Code complex and efficient SQL and Spark queries on datasets in the scale of hundreds of millions of rows. Understand the engineering systems that generate signals and propose new signals that leverage them. Use strong communication skills (written and verbal) to contribute to business ruleset to improve efficacy of rules and their coverage of different abuse segments. Analyze, manipulate, or process large sets of data using statistical software. Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software. Identify business problems that can be addressed through data analysis. Form technical solutions to address complex bad actor d...