Mlops Engineer (Permanent Work from Home role)

Please note: the role will be permanent WFH because of the fixed shift timings 04:30 PM IST to 01:30 AM IST, Monday to Friday.

Kindly revert with your acknowledgement for the same.

MLOps Engineer requirement for a premium US Healthcare technology service provider MNC:

Experience operationalizing & managing ML/AI workloads in production environments
Distributed Tracing & Observability

Strong understanding and hands-on implementation of metrics, logs, and traces (three pillars of observability)
Monitoring & Alerting

Production experience building Grafana dashboards and actionable alert systems; understands that dashboards without alerts lack operational value
Azure Databricks Operations

Cluster management, performance optimization, timeout resolution, library troubleshooting, and compute issue resolution
Azure Cloud Services

Deep knowledge of Azure PaaS, AKS, cloud-native architectures, and Azure monitoring/diagnostics ecosystem

Good-to-Have Skills
GCP Experience

Exposure to Google Cloud Platform services and telemetry collection
Multi-Cloud Operations : Experience across Azure, GCP, or AWS environments Apache Airflow : Workflow orchestration experience (basic level acceptable; can be learned on job) Python/Scripting : Automation and scripting proficiency MLOps Knowledge : Understanding of ML lifecycle management and MLOps practices Technology Stack Primary Cloud : Microsoft Azure Key Platforms : Azure Databricks, Azure Kubernetes Services (AKS), Azure PaaS services Observability : Grafana, distributed tracing tools, metrics/logs/traces platforms Orchestration : Apache Airflow (basic usage) Secondary Cloud : GCP services (limited scope)

Key Responsibilities
Design and implement comprehensive observability solutions using metrics, logs, and distributed traces Build unified Grafana dashboards for single-pane-of-glass visibility across multi-cloud environments Establish actionable alerting frameworks that drive incident response Implement distributed tracing for AI/ML workloads and microservices Proactively identify and remediate performance bottlenecks Monitor, troubleshoot, and optimize Azure Databricks compute environments Right-size clusters and resolve performance issues (timeouts, long-running jobs, library failures) Build observability layers where current gaps exist Manage and optimize AKS workloads and Azure PaaS offerings Collect telemetry from Azure and GCP services and pipe to observability stack Integrate diverse cloud services into unified monitoring infrastructure Implement logging, metrics collection, and tracing across heterogeneous environments Ensure comprehensive visibility across entire technology stack Create and manage support cases with Databricks and Microsoft Provide technical support for AI/ML workloads on cloud infrastructure Research and implement solutions for unfamiliar technologies.

Please note: the role will be permanent WFH because of the fixed shift timings 04:30 PM IST to 01:30 AM IST.

Kindly revert with your acknowledgement for the same.

About CitiusTech:

Who we are

CitiusTech - Shaping Healthcare Possibilities.

CitiusTech is a global IT services, consulting, and business solutions enterprise 100% focused on the healthcare and life sciences industry. We enable 140+ enterprises to build a human-first ecosystem that is efficient, effective, and equitable with deep domain expertise and next-gen technology. With over 8,500 healthcare technology professionals worldwide, CitiusTech powers healthcare digital innovation, business transformation, and industry-wide convergence through next-generation technologies, solutions, and products.

Our Purpose

efficient, effective, and equitable.

100%

Our vision

To inspire new possibilities for the health ecosystem with technology and human ingenuity.

Our commitment

To combine the best of IT services, consulting, products, accelerators, and frameworks with a client-first mindset and next-gen tech understanding. Together, we’re humanizing healthcare to make a positive impact on human lives.

What drives us

At CitiusTech, we believe in making a tangible difference in healthcare. We constantly explore new ways to transform the industry, from AI-driven solutions to advanced data analytics and cloud computing. Our collaborative culture, combined with a relentless drive for excellence, positions us as innovators reshaping the healthcare landscape, one solution at a time.

Life@CitiusTech

Passion, Respect, Openness, Unity, and Depth (PROUD) of knowledge

‘Great Place to Work

Our EVP

Be You Be Awesome

Here is an opportunity for you to make a difference and collaborate with global leaders to shape the future of healthcare and positively impact human lives.

To learn more about CitiusTech, visit https://www.citiustech.com/careers and follow us on

Happy applying!