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Senior Data Scientist II - Personalization

TALENTMATE
, UAE
Senior
Machine LearningDeep LearningData MiningPredictive ModelingTime Series AnalysisBig Data
Free

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About the Company

  • Careem is building the Everything App for the greater Middle East, operating in 70+ cities across 10 countries.
  • Careem is entering an AI powered chapter, seeking talent to apply AI to build tools and automate workflows.

About the Team

  • The Personalization team owns AI systems that decide what users see across Food, Quik, and Shops.
  • Mission: build hyper personalization layer with real time, cross vertical recommendation and ranking systems.

What You'll Do

  • Own hyper personalization use cases across Food, Quik, and Shops.
  • Be a technical lead on graph based retrieval methods for recommendations.
  • Design and evaluate transformer based architectures for sequential and contextual recommendation.
  • Push toward online/streaming learning systems that adapt within a session.
  • Identify shared personalization signals across verticals.
  • Shape generative AI and LLM based systems for retrieval and ranking.
  • Drive exploratory analysis to understand user behavior across verticals.
  • Implement scalable machine learning algorithms in production.
  • Define and track key metrics for personalization initiatives.
  • Design and run A/B tests, analyze results, and communicate findings.

What You'll Need

  • 6 8 years of experience in data mining, predictive modeling, time series analysis, machine learning, and Big Data.
  • Advanced degree in a quantitative discipline (Physics, Statistics, Mathematics, Engineering, or Computer Science).
  • Solid experience with deep learning techniques including attention.

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