Lead Data Scientist
5 days ago
Protect millions of buyers and sellers as our Senior Data Scientist for Integrity & Trust. You'll lead building the AI defense systems that detect fraud, eliminate counterfeit products, and maintain marketplace quality across our platform. In MENA's high-COD environment (75% of transactions), trust is everything. Your models will be the difference between platform growth and reputation damage.
Responsibilities- Build and deploy supervised and unsupervised ML models for policy violation detection, counterfeit detection, and fraud detection.
- Build and grow the Integrity, Safety & Trust pod, mentor applied data scientists and deliver end-to-end projects with measurable business outcomes.
- Design feature pipelines that leverage product text, images, seller behavior, and transaction data.
- Apply NLP models for text classification, entity extraction, and multi-lingual moderation (Arabic + English).
- Utilize multimodal architectures (CLIP, ViT + BERT) for image–text cross-validation.
- Develop graph-based and anomaly detection models to identify coordinated or suspicious merchant activity.
- Collaborate with product, legal, and operations teams to define integrity policies and feedback loops.
- Implement dashboards and monitoring for real-time detection and escalation (e.g., Elastic, Grafana).
- Optimize model precision/recall tradeoffs based on enforcement and user experience goals.
- Familiarity with graph learning, anomaly detection, and multimodal data pipelines.
- Bachelor's or Master's degree in Computer Science, Data Science, or a related field.
- 5+ years of experience in applied ML, with at least 2+ years focused on Trust & Safety, Integrity, or Fraud Detection systems.
- Experience with multi-modal text-image modeling (e.g., OCR, CLIP/ViT, layout analysis), taxonomy or attribute extraction, policy classification, and Arabic/English content moderation.
- Strong proficiency in Python, SQL, and ML libraries such as PyTorch, Transformers, Scikit-learn, and OpenCV.
- Experience developing streaming or near-real-time detection systems (Kafka, Redis Streams, or equivalent).
- Knowledge of e-commerce ecosystems, product policy enforcement, and counterfeit or low-quality detection is a plus.
- Proven experience building or growing a team of applied data scientists and delivering end-to-end projects with measurable business outcomes.
- Excellent analytical reasoning, communication, and cross-functional collaboration skills; able to balance enforcement precision with business impact.
- Medical Health Insurance
- Performance Bonus
- Others
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