Marketplace Abuse Lead

Uber Uber · Consumer · Santiago, Chile · Operations - Business Operations

Lead the development and deployment of ML models to combat marketplace abuse on Uber's platform, focusing on fraud detection and prevention.

What you'd actually do

  1. Develop and deploy ML models to detect and prevent marketplace abuse
  2. Collaborate with product and engineering teams to integrate ML solutions
  3. Monitor and evaluate model performance, iterating as needed
  4. Stay up-to-date with the latest advancements in ML and fraud detection techniques

Skills

Required

  • Proficiency in Python and ML frameworks (e.g., TensorFlow, PyTorch)
  • Experience with large-scale data processing and feature engineering
  • Strong understanding of ML algorithms for classification and anomaly detection
  • Experience deploying and monitoring ML models in production

Nice to have

  • Experience with fraud detection or abuse prevention
  • Familiarity with distributed computing frameworks (e.g., Spark)
  • Experience with A/B testing and experimentation

What the JD emphasized

  • Develop and deploy ML models to detect and prevent marketplace abuse

Other signals

  • Develop and deploy ML models to detect and prevent marketplace abuse
  • Collaborate with product and engineering teams to integrate ML solutions
  • Monitor and evaluate model performance, iterating as needed