Analytics Consultant
TP. Hồ Chí Minh (Thành phố Hồ Chí Minh)
応募締切:
04/12/2026
仕事内容
Trách nhiệm chính
- Own E2E data science use cases: Translate business challenges into clear analytical problems, design solution approaches, and deliver production-ready ML systems that scale.
- Build and deploy advanced ML/AI solutions: Work on forecasting, segmentation, propensity, and optimization problems. Focus on solutions that are simple, effective, and scalable. Use more advanced techniques when they clearly add value.
- Drive measurable business impact: Align with Global and implement robust experimentation frameworks (A/B testing, pre-post) to quantify impact. Connect model outputs to clear business KPIs like revenue uplift and cost savings.
- Maintain and improve existing ML solutions: Monitor performance, fix issues, and continuously improve models in production. Keep documentation clear so others can understand and build on your work.
- Collaborate with Data Engineers to build scalable pipelines using cloud platforms (Azure/Databricks), PySpark, and CI/CD workflows. Ensure models are reliable, maintainable, and continuously improved in production.
- Collaborate closely with stakeholders and turn insights into clear recommendations and actions that support decision-making.
Yêu cầu
- 5+ years in Data Science, Machine Learning, or Advanced Analytics
- Experience applying data science to solve real business problems
- Experience working with stakeholders to shape problems and deliver usable solutions
- Strong foundation in machine learning and statistics
- Proficient in Python and common ML libraries
- Comfortable working with data using SQL and/or PySpark
- Experience with cloud platforms (Azure, AWS, or GCP) or similar environments
- Familiarity with model deployment or experimentation methods is a plus
Thông tin khác
- Based in Heineken Vietnam
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