Data Scientist: ML & Data Analytics Pipelines

XIAOMI TECHNOLOGIES SINGAPORE PTE. LTD.; Singapore; On-site; SGD 90,000 - 140,000; Full time

Job summary

XIAOMI TECHNOLOGIES SINGAPORE PTE. LTD. is seeking a data scientist to support development and validation of predictive analytics and ML models.

You will conduct statistical analysis and exploratory data analysis on large datasets and develop data pipelines and visualizations to enable data-driven decisions across teams. Responsibilities include prototyping models under senior guidance, SQL/Python data extraction and feature engineering, and translating model outputs into clear visual tools for

Qualifications

• Degree in Data Science, Statistics, Computer Science, Mathematics, or a related quantitative discipline.
• Strong foundation in statistics, probability, regression analysis, and basic machine learning concepts.
• Proficient in Python programming, including libraries such as Pandas, NumPy, and Scikit-learn.
• Skilled in writing optimized SQL queries for data extraction and preparation.

Responsibilities

• Develop, prototype, and validate predictive analytics and machine learning models under senior data scientists' guidance to support business insights.
• Perform statistical analysis and exploratory data analysis on large structured and unstructured datasets to validate hypotheses and identify business opportunities.
• Create optimized SQL queries and Python programs to extract, clean, and feature-engineer data pipelines for advanced modeling and analysis.
• Translate complex model outcomes and statistical findings into clear data visualizations and self-service analytical tools to facilitate cross-functional decision-making.
• Design and automate data quality monitoring, alerting workflows, and metrics tracking to ensure accurate inputs for analytical models.
• Collaborate with product, operations, and engineering teams to define data science project requirements and standardize core performance metrics across regional markets.

Skills

Python

SQL

Pandas

NumPy

Scikit-learn

Statistics

Education

Degree in Data Science, Statistics, Computer Science, Mathematics, or related quantitative discipline

Tools

Power BI

Tableau

Quick BI

Job description

XIAOMI TECHNOLOGIES SINGAPORE PTE. LTD. is seeking a data scientist to support development and validation of predictive analytics and ML models.

You will conduct statistical analysis and exploratory data analysis on large datasets and develop data pipelines and visualizations to enable data-driven decisions across teams. Responsibilities include prototyping models under senior guidance, SQL/Python data extraction and feature engineering, and translating model outputs into clear visual tools for