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Cian

Data Scientist

Cian · remote · middle · full-time
aianalyticstech PythonNumpySciPyPandassklearnPyTorchLightFMRecFormerHadoopPySparkHiveKafka
6.1
AI Score
The vacancy is well-defined but lacks compensation details, affecting overall quality.
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Job description
Cian is looking for a Data Scientist to enhance ranking algorithms and recommendations for their short-term rental vertical. Join a team focused on implementing ML and AI solutions.
Responsibilities
### Responsibilities - Develop ranking and recommendation algorithms for short-term rental content. - Build and improve models for content quality enhancement. - Explore ML and AI implementation opportunities within the team. - Collaborate with the product manager to shape plans and ensure the results of ML models.
Requirements
### Requirements - 3+ years of experience. - Experience in deploying ML models to production and assessing their business impact. - Experience in building ML models for personalized ranking, recommendations, and CTR prediction. - Familiarity with big data technologies and distributed systems (Hadoop, Spark, S3). - Knowledge of ML algorithms and practical application. - Proficiency in Python and major ML frameworks. - Understanding of various monetization models and liquidity management mechanisms. - Proven experience in solving ranking and recommendation tasks.
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