MLOps Engineer: Databricks & AWS Platform

NEXBRIDGE RECRUITMENT PTE. LTD.; Singapore; On-site; SGD 120,000 - 190,000; Full time

Job summary

NEXBRIDGE RECRUITMENT PTE. LTD. is seeking an experienced MLOps Engineer in Singapore to design and implement scalable ML/AI platform components and pipelines.

You will productionise prototypes, build feature pipelines, and develop automated CI/CD workflows leveraging Databricks, PySpark, SQL and AWS. The role requires strong Python, Spark, and API development skills, with hands‑on experience in MLflow, Databricks, and cloud security.

Qualifications

• Degree in Computer Science, AI, Data Science, Software Engineering, or a related field.
• Typically 4–7 years of relevant software, data or ML engineering experience with hands‑on production ML/AI systems.
• Strong Python and software engineering skills, including API development, testing, Git and modular design.
• Hands‑on experience with Databricks and MLflow for experiment tracking, model registry and deployment.

Responsibilities

• Design and implement MLOps/AIOps components for experiment tracking and deployment.
• Productionise ML/AI prototypes into scalable pipelines, APIs and model-serving services.
• Build feature engineering pipelines using Databricks, PySpark, SQL and AWS.
• Develop automated CI/CD/CT workflows for code, data, models and infra deployment.
• Implement model versioning, experiment tracking, data lineage and governance controls.
• Monitor system health, model performance, data quality, drift and cloud costs.
• Optimize Spark workloads and model-serving infrastructure for performance.
• Establish evaluation, regression testing, A/B testing and rollback processes.
• Implement cloud security, access controls and Responsible AI safeguards.
• Support recommendation and search systems through model maintenance and retraining.
• Maintain documentation and operational runbooks, support knowledge transfer across teams.

Skills

Python

API development

CI/CD

Git

PySpark

Apache Spark

SQL

MLflow

Databricks

AWS

Docker

Terraform

Monitoring & governance

Education

Bachelor's degree in Computer Science, AI, Data Science, or related field

Tools

Databricks

MLflow

AWS

Spark

Delta Lake

OpenTelemetry

Prometheus

Grafana

Kubernetes

Airflow

Job description

NEXBRIDGE RECRUITMENT PTE. LTD. is seeking an experienced MLOps Engineer in Singapore to design and implement scalable ML/AI platform components and pipelines.

You will productionise prototypes, build feature pipelines, and develop automated CI/CD workflows leveraging Databricks, PySpark, SQL and AWS. The role requires strong Python, Spark, and API development skills, with hands‑on experience in MLflow, Databricks, and cloud security.