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Senior DevOps Engineer
Senior DevOps Engineer

Senior DevOps Engineer at MindBridge · HSR Bangalore · 6 - 8 years · ₹18L - ₹24L / yr · Bootstrapped · Posted 24 Sep 2026

MindBridge's logo

Senior DevOps Engineer

Silfa Rodrigues's profile picture
Posted by Silfa Rodrigues
6 - 8 yrs
₹18L - ₹24L / yr
HSR Bangalore
Skills
CI/CD
skill iconAmazon Web Services (AWS)
Microsoft Windows Azure
Google Cloud Platform (GCP)
Terraform
skill iconPython
skill iconGo Programming (Golang)
Bash

 The Role 

As a **DevOps Engineer** you'll own the infrastructure and delivery backbone that 

keeps our platform running as we grow. You'll build the CI/CD, cloud infrastructure, and 

observability that let a small, fast-moving team ship confidently — and you'll keep our AI and 

data workloads reliable and affordable at scale. 

This is a hands-on role with real ownership: you won't be maintaining someone else's setup, 

you'll be shaping ours. You'll work closely with the backend, AI/ML, and data teams to make 

deployment boring, incidents rare, and scaling a non-event. --- 


What You'll Own 

**CI/CD & developer experience** 

- Build and maintain fast, reliable CI/CD pipelines so engineers ship multiple times a day with 

confidence. - Make the path from commit to production simple, safe, and repeatable, with sensible 

automated testing, rollbacks, and release controls. 

**Cloud infrastructure & IaC** - Own our cloud infrastructure (AWS/GCP) end to end, managed as code (Terraform or 

similar) — no click-ops. - Design for scale and cost-efficiency as store and conversation volumes grow. 

**Containers & orchestration** - Run our services on containers/Kubernetes: deployments, autoscaling, networking, and 

resource management. - Support the specific needs of AI/ML workloads, including GPU-backed inference and batch 

processing for the speech pipeline. 

**Reliability & observability (SRE)** - Own uptime, performance, and incident response — monitoring, logging, tracing, alerting, 

on-call, and blameless postmortems. - Define and defend SLOs; keep the platform dependable as it scales across clients. 

**Data & pipeline infrastructure** - Support the infrastructure behind large-scale, edge-to-cloud data movement and 

processing (audio ingestion, ASR/AI pipelines, analytics). - Keep data workloads reliable, performant, and cost-aware. 

**Security & compliance** - Bake security into the platform: secrets management, IAM/least-privilege, encryption in 

transit and at rest, network hardening, and vulnerability management. - Support compliance readiness (including India's DPDP Act and enterprise-client security 

requirements) for a product that handles sensitive customer conversations. 

**Cost & scale** - Own cloud cost visibility and optimization; make scaling decisions that balance reliability 

and spend. --- 


What You'll Bring - 6+ years in DevOps, SRE, platform, or infrastructure engineering, running production 

systems at meaningful scale. - Strong hands-on experience with a major cloud provider (**AWS or Azure or GCP**) and 

Infrastructure-as-Code (**Terraform** or equivalent). - Solid experience with **containers and Kubernetes** in production. - Experience building and owning **CI/CD** pipelines (e.g. GitHub Actions, GitLab CI, 

Jenkins, Argo, or similar). 

- Comfort with a scripting/automation language (Python, Go, or Bash) and a strong 

automation-first mindset. - Real experience with **observability** (Prometheus/Grafana, ELK, Datadog, 

OpenTelemetry, or similar) and running incident response / on-call. - A security-conscious approach — secrets, IAM, encryption, and least-privilege as defaults. - Startup temperament: ownership, pragmatism, and a bias to automate and ship. - Based in or willing to relocate to Bangalore, and up for an onsite/hybrid, in-person team. 


Bonus Points - Experience running **ML/AI or GPU workloads** in production (inference serving, batch 

pipelines, model deployment). - Experience with data-intensive infrastructure — streaming/queues (Kafka, SQS), data 

pipelines, or large object/audio storage. - Exposure to **edge devices / IoT fleets**, OTA updates, or high-volume device-to-cloud 

ingestion. - Experience with compliance/security frameworks (SOC 2, ISO 27001, DPDP). - FinOps / cloud cost-optimization experience. - Early-stage startup experience. --- 


Why Join - Own infrastructure that's already live with leading retail brands and growing fast — real 

scale, real impact. - Work across genuinely interesting workloads: speech AI, GPU inference, large-scale data, 

and edge-to-cloud ingestion. - Small team, high ownership, direct line to engineering leadership — your decisions ship. - Build the platform foundation of a category-defining product from an

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About MindBridge

Founded :
2025
Type :
Product
Size :
0-20
Stage :
Bootstrapped

About

At MindBridge, we partner with businesses to solve complex challenges and unlock new opportunities for growth through consulting, shared services, and AI-powered solutions. We combine deep industry expertise with technology to help organizations transform critical business functions across finance, compliance, HR, IT, legal, and ESG. By delivering scalable, future-ready solutions, we enable our clients across the USA, UK, Europe, and the Middle East to improve operational efficiency, strengthen governance, and achieve sustainable business outcomes.

What sets us apart is our people and our collaborative culture. We believe in working together, embracing innovation, and creating meaningful impact for our clients, our communities, and one another. At MindBridge, you'll have the opportunity to work on challenging projects, grow alongside talented professionals, and contribute to building solutions that shape the future of global businesses.

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Amura’s Vision 


We believe that the most under-appreciated route to releasing untapped human potential is to build a healthier body, and through which a better brain. This allows us to do more of everything that is important to each one of us.


Billions of healthier brains, sitting in healthier bodies, can take up more complex problems that defy solutions today, including many existential threats, and solve them in just a few decades.


Billions of healthier brains will make the world richer beyond what we can imagine today. The surplus wealth, combined with better human capabilities, will lead us to a new renaissance, giving us a richer and more beautiful culture.


These healthier brains will be equipped with deeper intellect, be less acrimonious, more magnanimous, and have a kinder outlook on the world, resulting in a world that is better than any previous time.

We find this vision of the future exhilarating. Our hopes and dreams are to create this future as quickly as possible and ensure that it is widely distributed and optimized to maximize all forms of human excellence. 


Role Overview 


We are looking for a highly skilled Senior DevOps Engineer (AI-Native Infrastructure & Platform Engineering) with deep expertise in AWS cloud infrastructure, automation, AI infrastructure operations, and modern DevOps/SRE practices.


This role goes beyond traditional DevOps and requires a seasoned specialist capable of building and operating AI-ready infrastructure platforms that support high-throughput APIs, LLM/AI workloads, GPU-based compute, data-intensive systems, real-time inference pipelines, and scalable ML platforms.


You will be responsible for architecting, automating, securing, and optimizing highly scalable and cost-efficient cloud environments that enable high-velocity engineering and AI teams. This is an ideal position for someone who combines technical ownership, an automation-first mindset, and a passion for developer productivity and platform reliability. 


Key Responsibilities 


Cloud Infrastructure & Platform Engineering (AWS) 

  • Architect, deploy, and manage highly scalable and secure infrastructure on AWS. Design cloud platforms supporting AI/ML workloads, data pipelines, real-time APIs, and high-concurrency backend systems.
  • Hands-on expertise with key AWS services including EC2, ECS/EKS, Lambda, RDS, DynamoDB, S3, VPC, CloudFront, IAM, CloudWatch, and GPU-enabled instances.
  • Build and maintain Infrastructure-as-Code (IaC) using Terraform, CloudFormation, or AWS CDK.
  • Design multi-AZ and multi-region architectures for high availability and disaster recovery (HA/DR).
  • Build reusable platform templates and shared infrastructure modules. 


AI/ML Infrastructure & MLOps 

  • Build and maintain infrastructure for LLM applications, AI inference workloads, model serving platforms, vector databases, and feature stores.
  • Support GPU-based workloads and optimize compute/storage usage.
  • Enable scalable deployment patterns for AI applications using Kubernetes/EKS. Collaborate with Data Science and ML Engineering teams on model deployment, training/tuning of models, CI/CD for ML systems, experiment environments, and reproducibility.
  • Support orchestration and deployment of AI workflows and inference services while implementing observability and reliability for AI pipelines. 


CI/CD, Automation & Developer Productivity 

  • Build and maintain CI/CD pipelines using GitHub Actions, GitLab CI, Jenkins, or AWS CodePipeline.
  • Automate deployments, environment provisioning, and release workflows.
  • Build self-service developer platforms, preview environments, and reusable deployment workflows to improve developer productivity.
  • Implement automated patching, scaling, backups, cleanup workflows, and drift detection. 


Containers, Kubernetes & Platform Reliability

  • Manage Docker-based environments, containerized applications, and optimize workloads using Kubernetes (EKS) or ECS/Fargate.
  • Manage autoscaling, cluster health, node pools, ingress, service mesh, and workload isolation.
  • Optimize infrastructure for performance, resilience, and cost-efficiency.
  • Implement progressive deployment strategies including blue/green, canary, and rolling deployments. 


Observability, Incident Response & SRE Practices

  • Implement observability stacks using CloudWatch, Prometheus, Grafana, ELK, Datadog, OpenTelemetry, or New Relic.
  • Build actionable dashboards and intelligent alerting systems while defining and tracking SLIs, SLOs, and SLAs.
  • Lead incident response, root cause analysis, and blameless postmortems to reduce operational toil and improve MTTR.

FinOps, Cost Governance & Security

  • Continuously monitor and optimize cloud costs (compute utilization, storage lifecycle, GPU usage, and data transfer) using AWS Cost Explorer, Budgets, Trusted Advisor, CloudHealth, or Kubecost.
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  • Build secure CI/CD pipelines with automated security checks, least-privilege access, audit logging, and ensure compliance readiness for ISO 27001, SOC2, and GDPR.

Collaboration, Leadership & Platform Culture

  • Work closely with engineering, AI/ML, QA, product, and operations teams to drive a DevOps, SRE, GitOps, and automation-first culture.
  • Mentor junior DevOps and Platform Engineers while creating and maintaining detailed runbooks, architecture diagrams, and platform documentation.

Skills & Qualifications


Must-Have:

  • 7+ years of experience in DevOps, SRE, Platform Engineering, or Cloud Infrastructure Engineering.
  • Strong expertise in AWS cloud architecture, services, and deep understanding of Kubernetes (EKS), containers, and cloud-native systems.
  • Strong Infrastructure-as-Code expertise using Terraform, CloudFormation, or CDK. Strong Linux administration, networking, DNS, routing, and load balancing knowledge. Strong scripting/programming experience in Python, Bash, or Go (preferred). Experience with CI/CD automation, GitOps workflows, and observability platforms supporting scalable production systems.


Preferred / Nice-to-Have:

  • Experience with AI/ML infrastructure, MLOps, model serving, vector databases, GPU orchestration, and inference optimization.
  • Familiarity with Kafka, Redis, SQS, and event-driven systems.
  • Exposure to platform engineering, internal developer platforms, and tools like ArgoCD, Flux, Helm, and OpenTelemetry.
  • AWS Certifications: Solutions Architect, DevOps Engineer, or SysOps Administrator. Knowledge of distributed systems and large-scale platform operations. 


Preferred / Nice-to-Have:

  • Experience with AI/ML infrastructure, MLOps, model serving, vector databases, GPU orchestration, and inference optimization.
  • Familiarity with Kafka, Redis, SQS, and event-driven systems.
  • Exposure to platform engineering, internal developer platforms, and tools like ArgoCD, Flux, Helm, and OpenTelemetry.
  • AWS Certifications: Solutions Architect, DevOps Engineer, or SysOps Administrator. Knowledge of distributed systems and large-scale platform operations. 


Here are answers to some questions you may have

Where is your office?

Chennai (Velachery)

Work Model

Work from Office – because great stories are built in person!

Do you have an online presence?

https://amura.ai (we are @AmuraHealth on all social media)


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Location: Bangalore preferred / Hybrid as applicable

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Salary: Above market standards, flexible for the right candidate

Career growth: Long-term opportunity with potential to lead DevOps architecture and cloud platform operations


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FrontM builds software platforms for frontline workforces operating in remote and low-connectivity environments, with a strong focus on the maritime industry. The platform supports communication, collaboration, healthcare, learning, welfare and operational workflows across mobile, web, kiosk and connected device environments.

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This role requires strong hands-on DevOps experience, broad AWS knowledge, Kubernetes experience and the ability to troubleshoot complex networking and production issues across multi-domain SaaS environments.


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· Support multi-zone AWS infrastructure design for availability, resilience and scale

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CI/CD, Operations & Platform Reliability (≈35%)

· Build, maintain and improve CI/CD pipelines for backend and platform services

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Security, Networking & Production Support (≈20%)

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Cloud Infrastructure & AWS

· Strong hands-on experience with AWS infrastructure and cloud operations

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· Experience with AWS security setup, monitoring and multi-zone infrastructure

· Ability to manage infrastructure using Terraform

Kubernetes, CI/CD & Observability

· Strong experience with Kubernetes, preferably AWS EKS

· Extensive CI/CD and DevOps experience

· Experience with infrastructure observability and application monitoring tools

· Ability to diagnose production bottlenecks, server failures and performance issues

Backend, Networking & SaaS Operations

· Experience supporting Node.js, Java and backend system procedures for stability and scale

· Good understanding of APIs, integrations and backend service dependencies

· Experience with complex networking and multi-domain SaaS implementations

· Ability to troubleshoot technical issues with non-technical end users

Nice to Have

· Experience with MongoDB clusters in MongoDB Atlas

Personal Attributes

· Strong ownership mindset for uptime, reliability and production stability

· Practical problem-solving approach with the ability to act quickly during incidents

· Clear written and spoken communication in English

· Ability to work independently and coordinate with senior management when required

· Comfortable working in fast-moving engineering teams

· Attention to detail in security, monitoring, documentation and operational processes


Why join FrontM?

Long-Term Career Growth

Opportunity to work on cloud infrastructure used by global maritime and remote workforce customers, with scope to grow into DevOps architecture and platform leadership roles.

Engineering Challenges That Matter

Work on infrastructure that supports applications used in remote, low-bandwidth and operationally demanding environments.

Broad Technical Ownership

Take responsibility across cloud infrastructure, Kubernetes, CI/CD, observability, networking, security and production reliability.


Apply now

Join a team focused on building reliable software infrastructure for real-world use cases and contribute to systems used across the global maritime workforce.

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Planview is hiring a DevOps Engineer in Bengaluru, India to support Planview SaaS applications across the product line. You will work in a global, collaborative team — owning CI/CD pipelines, cloud infrastructure, and automation to keep deployments fast and systems reliable.


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Qualifications

Must-Have Skills


  • Experience: 4–6 years of experience in DevOps, SRE, or Infrastructure Engineering.
  • OS: Linux & Windows administration (systemd, package management, log analysis).
  • Cloud: AWS (Active Directory, ECS, EC2, CloudFront, S3, VPC, IAM, RDS, Lambda basics).
  • Source Control: Git — branching, merge/rebase, PR reviews.
  • CI/CD (Jenkins): Pipeline creation and basic Groovy scripting.
  • Containerization (Docker + ECS): Task definitions, services, and clusters.
  • IaC: Terraform.
  • Monitoring: New Relic.
  • Scripting: Bash and Python scripting for automation.
  • Networking Basics: DNS, load balancers, security groups, VPNs.
  • Logging: ELK stack / CloudWatch Logs.
  • Database: MSSQL administration — backups, restores, basic performance troubleshooting.
  • Infrastructure Automation: Hands-on experience automating infrastructure provisioning, configuration, and deployment end-to-end.
  • AI-Assisted Engineering: Comfortable working with AI coding/DevOps assistants (e.g., GitHub Copilot, Claude Code) for IaC generation, scripting, and troubleshooting — verified via a mandatory AI proficiency assessment during interviews.


Nice-to-Have Skills

•     Configuration Management: Ansible.

•     Additional IaC: CloudFormation.

•     Architecture: Knowledge of microservices architecture.

•     Cloudflare: DNS, CDN, WAF.

•     Artifact Repositories: Nexus, JFrog Artifactory, ECR.

•     Other CI/CD Tools: GitHub Actions.

•     AWS cost optimization / FinOps awareness.

•     Datadog, CloudWatch, or Prometheus/Grafana.

•     AIOps: Exposure to AI-driven anomaly detection, root-cause analysis, or incident triage (e.g., Dynatrace Davis AI, Datadog Bits AI, Harness AIDA).

•     Database Basics: RDS backups, restores, performance tuning.

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Hiring for Senior Devops Engineer - AWS


Exp : 6 - 8 yrs

Edu : BE/B.Tech

Work Location : Pune WFO

Notice Period : Immediate - 15 days


Skills :

5+ years of hands-on experience in DevOps Engineering and Infrastructure Management.


Exp with AWS Cloud, including EC2, S3, VPC, EKS, Lambda, IAM, CloudWatch, and other core AWS services.


Exp in Terraform for Infrastructure as Code (IaC).


Exp with Kubernetes (EKS) and Helm for container orchestration and deployment.


Good knowledge of Monitoring & Observability tools such as Grafana and Prometheus.

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  • Implement Auto Scaling, ELB, and Route 53 for traffic management and high availability.
  • Work with AWS services including IAM, RDS, DynamoDB, EC2, and other cloud services.
  • Build and manage Docker containers and server images.
  • Deploy and manage applications using Kubernetes.
  • Implement Infrastructure as Code using Terraform, CloudFormation, or Ansible.
  • Develop automation scripts using Python and Bash.
  • Implement monitoring and logging using tools such as Prometheus, Grafana, and ELK.
  • Integrate security and compliance practices into CI/CD pipelines.
  • Optimize infrastructure for security, scalability, performance, and cost.

Required Skills

  • 3+ years of experience in DevOps or a similar role.
  • Strong knowledge of AWS beyond EC2.
  • Hands-on experience with Jenkins or similar CI/CD tools.
  • Experience with Docker and Kubernetes.
  • Good understanding of Terraform/IaC and automation.
  • Proficiency in Python and/or Bash scripting.
  • Knowledge of DevSecOps, security, and compliance best practices.
  • Strong troubleshooting and problem-solving skills.


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Daniel Castellanos
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Remote only
1 - 10 yrs
₹10L - ₹50L / yr
skill iconKubernetes
ArgoCD
Exim
Postfix

We are looking for an experienced DevOps Engineer to take ownership of production infrastructure, cloud environments, Kubernetes platforms, and infrastructure automation. This is a hands-on role for someone who enjoys solving complex infrastructure challenges and is comfortable being responsible for systems in production.


Key Responsibilities

  • Own and operate production infrastructure, including participating in an on-call rotation and responding to production incidents.
  • Design, operate, and continuously improve Kubernetes clusters in production.
  • Manage and automate infrastructure using Infrastructure as Code, primarily with Terraform.
  • Build, maintain, and optimise cloud infrastructure across AWS, GCP, or Azure.
  • Work extensively with Linux, including system administration, networking, troubleshooting, and system-level configuration.
  • Manage production deployment and GitOps workflows using ArgoCD.
  • Improve infrastructure reliability, scalability, security, monitoring, and operational efficiency.
  • Troubleshoot complex production issues and drive problems through to resolution.
  • Develop automation and processes that reduce manual operational work.

Essential Requirements

  • 4+ years of hands-on experience operating production infrastructure, with personal ownership and responsibility for live systems, including on-call experience.
  • Deep, hands-on Kubernetes experience — you must have operated and managed Kubernetes clusters, rather than simply deploying applications onto clusters managed by another team.
  • Strong experience with Infrastructure as Code, with Terraform strongly preferred. Experience with Pulumi or CloudFormation is also considered.
  • Strong experience with at least one major cloud platform, ideally AWS. Strong GCP or Azure experience is also welcome, provided you are willing to work with AWS.
  • Strong Linux skills and confidence working from the command line, including networking, troubleshooting, system configuration, and performance issues.
  • Production experience with ArgoCD and GitOps-based deployment workflows.
  • Strong troubleshooting and problem-solving skills, with the ability to take ownership of production incidents and infrastructure issues.


Nice to Have

Experience with email infrastructure would be a strong advantage, particularly:

  • Exim
  • IMAP / SMTP
  • Postfix
  • Dovecot
  • General mail server administration and maintenance


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Chaitra S
Posted by Chaitra S
Pune
8 - 12 yrs
₹5L - ₹23L / yr
DevOps
skill iconAmazon Web Services (AWS)
Windows Azure

Job Title: DevOps Manager

Experience: 8+ Years

Location: Pune

Employment Type: Full-time


About the Role

We are looking for an experienced DevOps Manager with strong hands-on technical expertise and leadership capabilities to manage cloud infrastructure, automation, CI/CD, deployments, and platform reliability. The ideal candidate should have strong experience in Shell Scripting, cloud platforms, Kubernetes, Terraform, and production DevOps environments.


Key Responsibilities

Lead and mentor the DevOps engineering team.

Design, implement, and optimize CI/CD pipelines and deployment processes.

Manage scalable and highly available cloud infrastructure across AWS / Azure / GCP.

Drive Infrastructure as Code (IaC) using Terraform and configuration automation using Ansible.

Manage Docker and Kubernetes based environments.

Develop and maintain automation scripts using Shell/Bash Scripting and Python.

Implement monitoring, logging, alerting, and observability.

Handle production incidents, troubleshooting, root cause analysis, and preventive actions.

Drive infrastructure security, performance, scalability, and cloud cost optimization.

Collaborate with Development, QA, Security, Architecture, and Delivery teams.


Required Skills & Qualifications

8+ years of experience in DevOps, Cloud Engineering, Platform Engineering, or related roles.

Strong hands-on experience in Shell / Bash Scripting.

Experience with AWS / Azure / GCP cloud platforms.

Strong knowledge of CI/CD tools such as Jenkins, GitHub Actions, GitLab CI/CD, or Azure DevOps.

Hands-on experience with Docker, Kubernetes, and Helm.

Strong experience with Terraform and Ansible.

Experience with Linux administration, Git, networking, IAM, and cloud security.

Experience with monitoring tools such as Prometheus, Grafana, ELK, or equivalent.

Strong troubleshooting, communication, stakeholder management, and team leadership skills.


Preferred Skills (Nice to Have)

Python scripting experience.

Cloud / Kubernetes / Terraform certifications.

Experience with SRE, observability, high-availability architecture, and cloud cost optimization.

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Gurugram
4 - 8 yrs
₹6L - ₹15L / yr
DevOps
Linux administration
skill iconAmazon Web Services (AWS)
skill iconDocker
skill iconKubernetes
+20 more

Job Title : DevOps Engineer / Site Reliability Engineer (SRE)

Experience : 4+ Years

Location : Gurugram, Sector 48, Haryana (On-site)

Employment Type : Full-Time

Working Days : Monday to Saturday (1st & 3rd Saturday Off)


About the Role :

We are looking for a hands-on DevOps Engineer / Site Reliability Engineer (SRE) with strong experience in Linux, AWS, Kubernetes, Docker, CI/CD, Infrastructure as Code, and production application deployments.

The ideal candidate should have real-world production experience, excellent troubleshooting skills, and the ability to manage both infrastructure and application-level issues.


Mandatory Skills :

Linux, AWS, Docker, Kubernetes, Terraform, Ansible, Jenkins, GitHub Actions, GitLab CI/CD, CI/CD, Infrastructure as Code (IaC), Python, Bash, Git, Grafana, Prometheus, ELK, CloudWatch, New Relic, SRE (SLI/SLO/SLA), Networking (DNS, HTTP/HTTPS, TCP/IP, Load Balancer), Production Application Deployment & Troubleshooting


Key Responsibilities :

  • Manage and maintain AWS cloud infrastructure.
  • Build and optimize CI/CD pipelines using Jenkins, GitHub Actions, or GitLab CI.
  • Deploy, monitor, and troubleshoot applications across production environments.
  • Automate infrastructure using Terraform and Ansible.
  • Manage Docker containers and Kubernetes clusters.
  • Monitor systems using Grafana, Prometheus, ELK, CloudWatch, and New Relic.
  • Perform Linux server administration and troubleshooting.
  • Handle production incidents, Root Cause Analysis (RCA), and improve system reliability.
  • Collaborate with development teams to support application releases and automation.


Required Qualifications :

  • Bachelor's degree in Computer Science or related field.
  • 4+ years of hands-on experience in DevOps / SRE.
  • Strong Linux administration and production troubleshooting skills.
  • Experience with AWS and modern DevOps toolchains.
  • Hands-on experience with application deployment and production support.


What We're Looking For :

  • Strong practical Linux and cloud knowledge.
  • Real production experience with application deployments.
  • Ability to troubleshoot both infrastructure and application issues.
  • Experience handling live production incidents.
  • Excellent communication and problem-solving skills.
  • Candidates should be comfortable with scenario-based technical discussions and demonstrate genuine hands-on expertise.


Interview Process :

  1. HR Screening
  2. Technical Round
  3. Client Technical Round
  4. Final Discussion


Note : The interview will focus on practical hands-on experience in Linux, AWS, Kubernetes, Docker, CI/CD, Infrastructure as Code, application deployment, production troubleshooting, and real-world DevOps scenarios.

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