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CA

Senior Data Scientist (CDC)

CP Axtra
๐Ÿ‡น๐Ÿ‡ญ Thailand
Hybrid
Senior
7 months ago
  • Python
  • PySpark
  • Machine Learning
  • LightGBM
  • XGBoost
  • SQL
  • Data Visualization
  • Power BI
  • Databricks
  • Azure
  • AWS
  • MLOps
  • MLflow
  • Agile
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Requirements

  • Proficiency inPython and PySpark for data analysis, machine learning, anddemand forecasting (regression + time series models)
  • Experience with forecasting models such asLightGBM/ XGBoost and classical time series methods (e.g.,ETS/ARIMA)
  • Strong understanding of the machine learning workflow (data cleansing, feature engineering, model evaluation, model explainability)
  • Familiarity with forecasting evaluation metrics (e.g.MAPE, MAE) and ability to validate model performance
  • StrongSQL skills for managing and querying large datasets
  • Knowledge of data visualization tools (e.g.,Power BI)
  • Experience with cloud-based technologies such asDatabricks, Azure, or AWS
  • Strong communication skills โ€” able to explain insights and models to both business and technical teams
  • Ownership and accountability โ€” able to deliver end-to-end solutions, not just analysis
  • Collaboration โ€” able to work effectively withData Engineering, Tech, Product, and Supply Chain teams

Preferred (Optional) Qualifications:

  • Exposure to MLOps tools (e.g.,MLflow, job scheduling)
  • Experience building production pipelines for forecast outputs (daily/weekly runs) and supporting downstream systems
  • Experience in real-time analytics or scheduled processing systems
  • Optimization mindset โ€” able to balance accuracy, business impact, and time constraints
  • Clear focus.
  • Diverse Workplace (Our members are from around the world!)
  • Non-hierarchical and agile environment
  • Growth opportunity and career path

Senior Data Scientist (CDC) ยท CP Axtra

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