Coherent Pixel Systems is Hiring!

Machine Learning Engineer – Azure ML

Location: Bangalore – WFO

Work Mode: Hybrid – 2 Days/Week

Shift: General

Experience: 5–9 Years

Role Overview

We are looking for a Machine Learning Engineer with solid expertise in ML Engineering/MLOps and Azure Machine Learning to deploy, operate, and productionize ML models while improving the overall ML engineering platform.

Key Responsibilities
Productionize ML models using the Azure ML Python SDK.
Work with Azure ML jobs, components, pipelines and settings as code.
Manage model registration, versioning, promotion and lineage.
Deploy models using managed online and batch endpoints, including rollback strategies.
Build reusable ML components and improve deployment processes.
Extend GitHub Actions CI/CD workflows for ML workloads.
Implement testing, code reviews and production deployment practices.
Provide BAU support and resolve production ML issues permanently.
Implement model monitoring, drift detection and alerting.

Must-Have Skills




Strong ML Engineering / MLOps experience with production model ownership.
Extensive hands-on Azure Machine Learning experience.
Robust Azure ML Python SDK & Azure ML CLI expertise.
Experience with:
Azure Storage – Blob / ADLS Gen2
Azure Key Vault
Azure Container Registry
Entra ID & Managed Identities
Azure Monitor & Application Insights
GitHub Actions
Advanced Python – modular, tested and production-grade code.
Docker & containerized model deployment.
Exposure to Terraform / Infrastructure as Code.
Workflow orchestration experience – Apache Airflow preferred.
Git branching, code review and CI/CD for ML workloads.
Experience with Feature Store implementation.
Model monitoring, drift detection and production alerting.

Good to Have
Production experience with LLM applications, evaluation and guardrails.
SQL and data pipeline development.
Cloud data warehouse experience – Snowflake preferred.

Immediate Requirement – Quality Profiles Preferred

Work Location: In person

📌 Machine Learning Engineer – Azure Ml Chennai
🏢 Coherent Pixel Systems
📍 Chennai