Lead AI, ML Operations #AIDA

About the role

Role Summary

Lead the AI Operations function responsible for the operational lifecycle of every AI/ML model serving the telco’s production agents. Own model deployment through the platform CI/CD toolchain, deployment discipline and rollback, the model portfolio and hybrid routing strategy, drift and performance monitoring, and model cost, quota, and capacity. Own the version/lineage registry and serve as a four-eyes deployment approver. Lead a small team of MLOps engineers across HQ and offshore.

How You will Make An Impact:

• Own AI/ML model deployment operations via CI/CD toolchain and enforce deployment-discipline rules and serve as approver for deployments and rollbacks.

• Ensure day-to-day stability, reliability, and performance of ML models and pipelines. Own model performance and drift monitoring, including silent-provider-update detection and the response playbook.

• Manage model lifecycle controls, including versioning, lineage, reproducibility, monitoring, and governance.

• Develop incident handling, recovery, and escalation procedures for ML-related issues.

• Chair post-incident reviews and drive corrective actions and systemic findings into the

• troubleshooting manual and backlog.

• Lead, roster, and develop the team across HQ and offshore; own on-call discipline, fatigue

• management, and shift handover quality.

Skills for Success:

• Degree in Computer Science, Data Science, Engineering, or related field

• 10+ years in ML/MLOps/platform engineering with team leadership

• Experience deploying and operating ML models in production

• Experience with model lifecycle management, including model registry, versioning, lineage, reproducibility, deployment tracking, and monitoring.

• Experience with SQL, Databricks, MLFlow and PowerBI/Tableau.

• Hands-on experience with MLOps tools and cloud ML platforms such as MLflow, Databricks, Azure ML, or equivalent.

• Strong SQL and data analysis skills for validation, troubleshooting, monitoring, and reporting.

• Calm, decisive incident leadership

• Strong stakeholder and crisis communication

• People leadership across locations

• Analytical and pragmatic, with the ability to interpret governance principles into implementation plans

Are you ready to say hello to BIG Possibilities?

Join Singtel to shape what's next and accelerate your career through meaningful work, continuous learning, and real impact.