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CP Axtra
Senior Data Scientist (CDC)
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Location
Phra Nakhon Si Ayutthaya, Phra Nakhon Si Ayutthaya District, Thailand
Type
full-time
Department
Technology
Company size
10,000+ people
First seen
1w ago
Last seen
2d ago
Requirements
•
Proficiency in
Python and PySpark
for data analysis, machine learning, and
demand forecasting
(regression + time series models)
•
Experience with forecasting models such as
LightGBM/ 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
•
Strong
SQL
skills for managing and querying large datasets
•
Knowledge of data visualization tools (e.g.,
Power BI
)
•
Experience with cloud-based technologies such as
Databricks, Azure, or AWS
•
Strong communication skills — able to explain insights and models to both business and technical teams
•
Ownership and accountability — able to deliver end-to-end solutions, not just analysis
•
Collaboration — able to work effectively with
Data 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 — able to balance accuracy, business impact, and time constraints
Benefits
•
Clear focus.
•
Diverse Workplace (Our members are from around the world!)
•
Non-hierarchical and agile environment
•
Growth opportunity and career path
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