Machine Learning Engineer (Fulfilment ETA)
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职位介绍
Develop and deploy deep learning and ML models to predict ETA for food orders and transport bookings under uncertainty.
Build optimization models to balance ETA accuracy with system efficiency and marketplace throughput.
Establish automated ETL and data pipelines for data analysis, model training, and model serving in production.
Create dashboards and monitoring tools to track model performance, data drift, and service health.
Prepare technical documentation and clearly communicate methodologies and findings to non-technical stakeholders.
Collaborate with Product Analytics and Product Managers to design experiments (A/B tests) and perform data analysis.
Build optimization models to balance ETA accuracy with system efficiency and marketplace throughput.
Establish automated ETL and data pipelines for data analysis, model training, and model serving in production.
Create dashboards and monitoring tools to track model performance, data drift, and service health.
Prepare technical documentation and clearly communicate methodologies and findings to non-technical stakeholders.
Collaborate with Product Analytics and Product Managers to design experiments (A/B tests) and perform data analysis.
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