ABOUT US

With over 33 years of experience, Amret is the leading financial institution in Cambodia. Amret provides financial services in 25 cities and provinces all across Cambodia and successfully serves more than a half million clients with around 4600 highly dedicated employees. Amret is a subsidiary of the Bank SinoPac group (https://bank.sinopac.com), one of Taiwan’s leading banks with operating 125 branches across Taiwan.

It has expanded its global operations to China, Hong Kong, Vietnam, the USA, and Cambodia.

JOB SUMMARY To deploy, manage and monitor analytics data pipeline, machine learning and AI models and systems with versioning, monitoring, and reliability.

RESPONSIBILITIES

- To support production deployment and operation of analytics &

• ML models (batch, real-time, and hybrid)

- Design CI/CD pipelines for ML workflows (training, testing, validation, deployment)

• Manage model versioning, monitoring & scheduled refresh/retraining

• Implement data and model quality checks, drift detection, and alerts to ensure ongoing reliability of analytics &

• ML outputs;





- To support deployment and integration of AI / GenAI solutions into analytics platforms and business workflows where applicable

• Work with relevant stakeholders to translate requirements into data models, workflows and architecture;

- Lead the design, deployment and maintenance of analytics data marts and pipeline;
- Work on workflow developments and code executions to ensure quality, correctness, and efficiency;
- Continuously monitor analytics pipelines, identify potential issues, and propose timely remedies and effective solutions;
- Develop and update analytics data mart guidelines to ensure the documents are up to date.

REQUIREMENTS

- Bachelor of BBA/BSc in Computer Science/IT/Data Science or related fields;
- Minimum 3 years in in data science or data engineering with understanding of ML models, pipelines, architectures & production practices
- Strong knowledge of machine learning lifecycle management, including model validation, deployment, monitoring, and retraining;
- Positive knowledge of data modelling, data pipelines, feature engineering, and data quality controls;
- Fluent in English and good communication skills

📌 Manager, Machine Learning Operations (The Head)
🏢 Amret MFI
📍 The Head