Mlops Engineer (Permanent Work from Home role)
- UST
- 6 - 11 years
- Bengaluru
- 29 days ago
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Job Description
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
We are shaping healthcare possibilities to make our clients businesses successful, which is not just a statement but our purpose, driving us to explore whats next in healthcare.
Our goal is clear: to make healthcare better for all more efficient, effective, and equitable. We are investing in people, technology, innovation, and partnerships to create meaningful change. We see technology not just as a tool but as a catalyst that amplifies human ingenuity to solve complex healthcare challenges.
100% healthcare focus | Trusted by 140+ healthcare and life sciences enterprises | 40% of Fortune 500 healthcare enterprises are our clients | #1 Rated as a leader by top analyst firms
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, were 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.
Li*e@Ci*******h
We focus on building highly motivated engineering teams and thought leaders with an entrepreneurial mindset centered on our core values of Passion, Respect, Openness, Unity, and Depth (PROUD) of knowledge. Our success lies in creating a fun, transparent, non-hierarchical, diverse work culture that focuses on continuous learning and work-life balance.
Rated by our employees as the Great Place to Work for according to the Great Place to Work survey. We offer you comprehensive benefits to ensure you have a long and rewarding career with us.
Our EVP
Be You Be Awesome is our EVP. It reflects our continuing efforts to create CitiusTech as a great workplace where our employees can thrive, personally and professionally. It encompasses the unique benefits and opportunities we offer to support your growth, well-being, and success throughout your journey with us and beyond. Together with our clients, we are solving some of the greatest healthcare challenges and positively impacting human lives. Welcome to the world of Faster Growth, Higher Learning, and Stronger Impact.
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!
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: DevOpsRole: DevOps Consultant / ArchitectEmployement Type: Full timeContact Details:
Company: CitiustechLocation(s): Bengaluru
Keyskills: mlops grafana azure databricks operations aks kubeflow Azure Machine Learning observability machine learning operations mlflow Kubernetes
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