Senior ML Engineer — MLOps, Cloud & Production

Avensys Consulting; Singapore; On-site; SGD 90,000 - 170,000; Full time

Job summary

Avensys Consulting in Singapore is seeking an experienced Machine Learning Engineer to design, deploy, and maintain ML solutions across business units. You will collaborate with data scientists, data engineers, software engineers, and stakeholders to bring models from experimentation to production.

The role emphasizes MLOps, cloud platforms, Python, and deep learning; you will implement monitoring, governance, and data quality practices, and contribute to a scalable ML lifecycle.

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 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.
• Experience with model lifecycle management, including model registry, versioning, lineage, reproducibility, deployment tracking, and monitoring.
• Familiarity with dashboards and alerting tools such as Power BI, Tableau, Databricks SQL dashboards, or equivalent.

Responsibilities

• Managing MLOps workflows, tools, and production support processes for ML solutions.
• Ensure day-to-day stability, reliability, and performance of ML models and pipelines.
• Manage model lifecycle controls, including versioning, lineage, reproducibility, monitoring, and governance.
• Develop incident handling, recovery, and escalation procedures for ML-related issues.
• Support data quality, lineage tracking, and governance practices across the ML lifecycle.
• Strong MLOps and production operations focus

Skills

MLOps

Python

SQL

Data analysis

Communication

Problem solving

Education

Bachelor's degree in CS

Master's degree in CS

Tools

MLflow

Databricks

Azure ML

Power BI

Tableau

Git

CI/CD

Job description

Avensys Consulting in Singapore is seeking an experienced Machine Learning Engineer to design, deploy, and maintain ML solutions across business units. You will collaborate with data scientists, data engineers, software engineers, and stakeholders to bring models from experimentation to production.

The role emphasizes MLOps, cloud platforms, Python, and deep learning; you will implement monitoring, governance, and data quality practices, and contribute to a scalable ML lifecycle.