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pythonmachine learningsqlnlpfraud detectiondatalarge language modelsgraph analysis
Job Description
📋 Description
- Lead ads fraud detection and enforcement within Reddit Safety.
- Partner with Ads Product, Engineering, ML, Operations, Policy, Legal, and Safety data scientists.
- Define measurement standards and turn investigations into durable signals, models, and enforcement
- Own end-to-end detection lifecycle, from backtesting to drift detection and rollback.
- Build ML and GenAI-enabled models to improve fraud detection and investigator efficiency.
- Collaborate to align detection with governance, compliance, and business goals.
🎯 Requirements
- Ph.D. or M.S. in a quantitative field; 4+ years data science with MS or 2+ years with PhD, or
- Production experience building detection/enforcement pipelines with batch/streaming data.
- Strong fraud/abuse detection methods, evaluation, calibration, and thresholding.
- Experience translating analyses into production systems; cross-functional collaboration.
- Experience applying AI/LLMs to threat discovery, signal development, or enforcement systems.
- Proficiency in Python, SQL, and statistical analysis; ability to work across complex data systems.
🎁 Benefits
- Healthcare and income replacement programs
- 401k with employer match
- Global benefits including development, caregiving support
- Family planning and gender-affirming care
- Mental health and coaching benefits
- Flexible vacation and paid volunteer time off; parental leave
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