Data Analytics expert 数（模型）分专家

Description

The Vehicle Infrastructure & Data Analytics team is looking for a skilled prediction analyst to join our team. The ideal candidate has an eye for provide machine learning algorithms to validate hypotehis and validations to verify all business decisions efficiency. You will cooperate with data engineers and project manager to facilitate use case landing and implementation.

Design and optimize current and future prediction models to verify hyposis.
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Working directly with product manager to clarify prediction scenarios and design landing algorithm as well as pipeline
Implement designed algorithm into pipeline and cooperate with data analytst to validate its related results
Cooperate with engineers to deliver possible frontend solution for customer journey simulations
Verify all related results with case developers and feedback with summary Qualifications

Qualification
o Education
Bachelor / Master's degree in Computer Science, Statistics, Data Science, STEM or with a related technical field
O Experience
- 3+ Experience in machine learning, especially in prediction
- Experience in design/implement/minitor prediction pipelines systems
- Experience in data modeling and data warehousing

O Specific Knowledge
- Demonstrable programming experience with at least two of the following languages: SQL Python (Pyspark)
- Proficient experience working with common DBMS (SQL, NoSQL), as well as distributed application platforms (Hadoop)
- Experience in machine learning or prediction algorithm
- Experience with databricks or equivlement tools
- Knowledge and experiences with vehicle is a plus