Data Scientist
atCP Axtra PCL
We are seeking a highly motivated and skilled Data Scientist to join our team in the retail industry. The ideal candidate has at least 2 years of experience in data science, with expertise in data analysis, predictive modeling, and machine learning. Exposure to MLOps, feature engineering, and data engineering workflows will be considered a plus.
Key Responsibilities:
Data Analysis: Collect, preprocess, and analyze large datasets to identify trends and actionable insights for retail business challenges.
Model Development: Design, train, and deploy machine learning models for tasks such as demand forecasting, customer behavior analysis, and inventory optimization.
Collaboration: Partner with cross-functional teams, including data engineers and business stakeholders, to translate requirements into data-driven solutions.
Visualization and Communication: Present insights and findings through visualizations and dashboards to inform decision-making.
Innovation: Stay updated on the latest tools and techniques in data science and retail analytics.
Feature Engineering:
- Engineer and optimize features to improve machine learning model performance.
- Automate feature extraction pipelines for scalable workflows.
MLOps:
- Contribute to the deployment, monitoring, and retraining of machine learning models in production environments.
Data Engineering:
- Assist in designing and maintaining data pipelines and ensuring data quality.
Qualifications:
Education: Bachelor’s or Master’s degree in Data Science, Computer Science, Statistics, Mathematics, or a related field.
Experience: At least 2 years of experience in data science or a related field.
Technical Skills:
- Proficiency in Python for data analysis and machine learning.
- Strong SQL skills for managing and querying large datasets.
- Experience with machine learning frameworks (e.g., scikit-learn, TensorFlow, PyTorch).
- Knowledge of data visualization tools (e.g., Tableau, Power BI, matplotlib).
Soft Skills: Strong problem-solving, communication, and teamwork abilities.
Preferred (Optional) Qualifications:
- Exposure to MLOps tools (e.g., MLflow, Kubeflow, AWS SageMaker).
- Familiarity with data engineering tools (e.g., Apache Spark, Kafka, Airflow).
- Experience in building real-time analytics or personalization systems.
Salary
- Negotiable
Job type
- Full-time
Company overview
At CP Axtra, we're not just a company; we're a revolution in retail and wholesale. Born in Bangkok and now a proud part of the CP ALL family, our journey from Siam Makro to CP Axtra has been marked by innovation and a commitment to excellence. Here's what makes us stand ...
Why join us: At CP Axtra, we believe in creating an AXTRA life for our employees. We offer competitive salaries and benefits, along with a hybrid workplace that promotes work-life balance. You'll have the opportunity to collaborate with talented individuals in a dynamic environment, working on challenging projec ... Read more
Benefits
- Company uniform
- Job training
- Employee discount
- Corporate Social Responsibility Initiatives