全职 Data Scientist (Fresh Graduate) 工作, 薪水, Xiaomi Technology 公司招聘中 - Ricebowl

Responsibilities:

• Support the development, prototyping, and validation of predictive analytics and machine learning models under the guidance of senior data scientists.
• Conduct statistical analysis and exploratory data analysis on large structured and unstructured datasets to validate hypotheses, identify patterns, and uncover business opportunities.
• Develop optimized SQL queries and Python programs to extract, clean, feature-engineer, and prepare data pipelines for advanced modeling and analysis.
• Translate complex model outcomes and statistical findings into intuitive data visualizations and self-service analytical tools to support cross-functional decision-making.
• Assist in designing and automating data quality monitoring, alerting workflows, and metrics tracking to ensure high-fidelity inputs for analytical models.
• Partner with product, operations, and engineering teams to define data science project requirements, standardizing core performance metrics across regional markets.

Requirements:

• Degree in Data Science, Statistics, Computer Science, Mathematics, or a related highly quantitative discipline.
• Strong foundation in statistics, probability, regression analysis and basic machine learning concepts.
• Hands-on proficiency in Python (specifically libraries such as Pandas, NumPy, Scikit-learn) and SQL is required.
• Familiarity with data engineering concepts, ETL workflows, and working with large-scale datasets is preferred.
• Exposure to modern data visualization and BI platforms (e.g., Power BI, Tableau, Quick BI) to convey data insights effectively.
• Support product, operations, and engineering teams in defining data science requirements and standardizing key business metrics across regional markets.