Senior Data Scientist, Ads Integrity

Added
1 day ago
Type
Full time
Salary
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nlp sql python machine learning fraud detection

πŸ“‹ 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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