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Senior Data Scientist – Personalization

Careem · Dubai

جديد
Senior 🇬🇧 English
Python SQL Spark Hive Hadoop BigQuery Amazon EMR Oracle SAP DB2 Teradata MS SQL Server MySQL Tableau MicroStrategy ChartIO Qlik Knowledge graphs Graph neural networks Transformer architectures Attention mechanisms Deep learning A/B testing Ranking systems Retrieval systems Online/streaming learning

وصف الوظيفة

About the role

Senior Data Scientist II – Personalization at Careem, based in Dubai, will lead the development of hyper‑personalization systems across Food, Quik and Shops, leveraging graph‑based retrieval, transformer models and real‑time learning.

Key responsibilities

  • Own hyper‑personalization use cases across verticals, designing systems that learn user intent in real time and transfer signals across products.
  • Lead exploration of graph‑based retrieval methods, building knowledge‑graph pipelines for candidate generation and ranking at scale.
  • Design and evaluate transformer‑based architectures for sequential and contextual recommendation.
  • Push toward online/streaming learning systems that adapt within a user session.
  • Identify shared personalization signals and infrastructure across Food, Quik and Shops to reduce duplicate work.
  • Shape long‑term vision for customer acquisition and engagement using data‑driven decision‑making.

Required profile

  • 7‑10 years of experience in data mining, predictive modeling, machine learning and big‑data methodologies.
  • Advanced degree in a quantitative discipline (e.g., Physics, Statistics, Mathematics, Engineering, Computer Science).
  • 2‑4 years of industry experience in personalization, recommendation or search, preferably at scale.
  • Strong problem‑solving and coding skills with solid knowledge of A/B testing, classical ML and deep learning.

Required skills

  • Python, SQL, Spark, Hive
  • Hadoop, BigQuery, Amazon EMR, Oracle, SAP, DB2, Teradata, MS SQL Server, MySQL
  • Tableau, MicroStrategy, ChartIO, Qlik
  • Knowledge graphs, graph neural networks, graph‑based retrieval
  • Transformer architectures, attention mechanisms, deep learning
  • Recommendation, ranking and retrieval systems
  • Online/streaming learning models, A/B testing methodology

What we offer

  • Hybrid work model: 4 days onsite, 1 day remote, plus 30 days remote work per year.
  • Unlimited vacation days and flexible remote work from any country.
  • Healthcare benefits and fitness reimbursements.
  • Opportunities to work with top AI talent and drive regional impact.

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Careem

Dubai