Senior Data Scientist – Personalization
Careem · Dubai
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