Senior MLOps Engineer | AI & Data Analytics

Singtel; Singapore; On-site; Confidential; Full time

Job summary

Singtel is seeking a capable MLOps engineer to lead the ML and GenAI lifecycle within our AI & Data Analytics unit. You will ensure stability, governance, and deployment of ML models and pipelines across Telco-scale data environments.

You will design and operate MLOps workflows, monitor data quality, and craft dashboards with Power BI/Tableau to inform business decisions. Strong communication and fast-paced adaptability are essential.

Qualifications

• Bachelor’s or Master’s degree in Computer Science or a related field.
• Experience with MLOps processes and tools.
• Experience with SQL, Databricks, MLFlow and PowerBI/Tableau.
• Hands-on experience with ML platforms (e.g., Azure ML, Databricks, MLflow).

Responsibilities

• Design and manage MLOps workflows, tools, and operational processes for ML and GenAI solutions.
• Oversee day-to-day stability, reliability, and operational health of ML models and pipelines.
• Manage model lifecycle operations including registration, versioning, deployment tracking, lineage, reproducibility, governance.
• Implement monitoring for data drift, concept drift, model performance degradation, and inference quality.
• Set up dashboards and alerts to track model health, data quality, inference behavior, and metrics.

Skills

MLOps pipelines

ML model deployment

SQL analytics

Databricks

MLFlow

Power BI

Tableau

Git & CI/CD

Data governance

Telco domain

Strong communication

Education

Bachelor’s or Master’s degree in Computer Science or related field

Tools

Git

CI/CD tooling

Power BI

Tableau

Databricks

MLflow

Job description

Singtel is seeking a capable MLOps engineer to lead the ML and GenAI lifecycle within our AI & Data Analytics unit. You will ensure stability, governance, and deployment of ML models and pipelines across Telco-scale data environments.

You will design and operate MLOps workflows, monitor data quality, and craft dashboards with Power BI/Tableau to inform business decisions. Strong communication and fast-paced adaptability are essential.