ملخص الوظيفة
تعلن شركة Bupa Arabia عن وظيفة مدير علوم بيانات FWA في جدة، السعودية. يتولى شاغل الوظيفة تطوير نماذج الكشف وتحسينها، بما يشمل هندسة الخصائص والتحقق والمعايرة وشرح مخرجات النماذج ومتابعة أدائها. ويتعاون مع فرق الاكتوارية ونزاهة المطالبات وهندسة الذكاء الاصطناعي وعمليات FWA لمواكبة تغير أنماط الاحتيال. الحد الأدنى للمؤهل المذكور هو درجة البكالوريوس.
نص الإعلان
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Role Purpose:
FWA Data Science is responsible for transforming validated FWA analytical prototypes into robust, scalable, and measurable detection models ready for production implementation. The role owns model enhancement, feature engineering, calibration, validation, explainability, performance assessment, and continuous model improvement throughout the solution lifecycle.
Working closely with Actuarial, Claims Integrity, and FWA AI Engineering, the role ensures FWA detection models remain effective, relevant, and aligned with evolving fraud patterns after deployment.
Key Accountabilities:
1- Model Industrialization Readiness;
- Assess AI/ML prototypes received from Actuarial teams.
- Refine model logic and improve statistical rigor.
- Enhance feature engineering methodologies.
- Validate and clarify prototype assumptions.
- Develop explainable detection methodologies.
- Support migration of approved analytical models into cloud-based solutions.
2- Detection Model Development & Enhancement;
- Improve and retrain FWA models using new data and investigation outcomes.
- Develop advanced fraud detection features.
- Enhance anomaly detection models.
- Build risk scoring methodologies.
- Improve model precision and operational effectiveness.
3- Model Validation & Performance Science;
- Define model success metrics.
- monitor precision, recall, and business impact.
- Perform false-positive and false-negative analysis after go-live
- Validate model outputs with investigators.
- Support production readiness reviews.
4- Fraud Intelligence & Pattern Evolution;
- Analyze investigation outcomes.
- Identify emerging fraud behaviors.
- Design new detection features.
- Recommend modifications to existing models.
- Collaborate with FWA operations on evolving threats.
5- Continuous Model Optimization;
- Monitor business effectiveness of deployed models.
- Recommend retraining and recalibration activities.
- Support periodic model reviews.
- Maintain model documentation and governance artifacts.
Job Details
Posted Date:
2026-10-12
Job Location:
Saudi Arabia - Jeddah
Job Role:
Information Technology
Preferred Candidate
Career Level / Band:
Junior Management
Nationality:
Other
Minimum Degree:
Bachelor's degree