Senior Data Scientist
仕事内容
As a Senior Data Scientist, you will lead context-based transport user understanding, including feature engineering for profiles around price/promotions and taxi type preferences in the current context (location/time/funnel).
You will design and implement scalable ML/DL models for enhanced personalization and taxi-type ranking, including model training and serving with auto-adaptive capabilities.
You will process large-scale datasets for model development, evaluate performance to improve relevance, and troubleshoot production issues.
You will deploy robust models to production, run A/B tests to assess performance, and pinpoint opportunities for improvement.
You will stay up-to-date with advances in user understanding, recommendation ranking, and LLMs, and collaborate with backend engineers, product managers, analysts, and UX designers.
This role is onsite at the Singapore One North office and reports to the Senior Data Science Manager.
You will design and implement scalable ML/DL models for enhanced personalization and taxi-type ranking, including model training and serving with auto-adaptive capabilities.
You will process large-scale datasets for model development, evaluate performance to improve relevance, and troubleshoot production issues.
You will deploy robust models to production, run A/B tests to assess performance, and pinpoint opportunities for improvement.
You will stay up-to-date with advances in user understanding, recommendation ranking, and LLMs, and collaborate with backend engineers, product managers, analysts, and UX designers.
This role is onsite at the Singapore One North office and reports to the Senior Data Science Manager.
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