3 years of experience with SQL and or statistical software (e.g., R, Python, MATLAB, pandas).
3 years of experience with ML classification systems, ranking systems or similar.
Plan, manage and execute incubation projects (tool testing and incubation, policy incubation and classifier training efforts) end to end.
Define success criteria, lead and coordinate efforts with cross-functional teams, manage schedules and risks and own the KPI reporting. Manage stakeholder expectations through effective comms and manage change.
Recommend and make data driven decisions to identify and fix enforcement gaps, grey areas and subjectivity.
Make business recommendations (e.g. cost-benefit, forecasting, experiment analysis).
Work closely with engineers, and interact cross-functionally with teams to improve operational efficiency via process improvements, automation and anti-abuse system creation.
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