Hybrid IT Architect – Data Operations Engineer

Posted last month

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About the role

  • Develop and maintain robust, scalable data pipelines and infrastructure automation workflows using GitHub, AWS, and Databricks
  • Implement and manage CI/CD pipelines using GitHub Actions and GitLab CI/CD for automated infrastructure deployment, testing, and validation
  • Deploy and manage Databricks LLM Runtime or custom Hugging Face models within Databricks notebooks and model serving endpoints
  • Manage and optimize Cloud Infrastructure costs, usage, and performance through tagging policies, right-sizing EC2 instances, storage tiering strategies, and auto-scaling
  • Set up infrastructure observability and performance dashboards using AWS CloudWatch for real-time insights into cloud resources and data pipelines
  • Develop and manage Terraform or CloudFormation modules to automate infrastructure provisioning across AWS accounts and environments
  • Implement and enforce cloud security policies, IAM roles, encryption mechanisms (KMS), and compliance configurations
  • Administer Databricks Workspaces, clusters, access controls, and integrations with Cloud Storage and identity providers
  • Enforce DevSecOps practices for infrastructure-as-code, ensuring all changes are peer-reviewed, tested, and compliant with internal security policies
  • Coordinate cloud software releases, patching schedules, and vulnerability remediations using Systems Manager Patch Manager
  • Automate AWS housekeeping and operational tasks such as cleanup of unused EBS volumes, snapshots, old AMIs, rotation of secrets, and log retention enforcement
  • Perform incident response, disaster recovery planning, and post-mortem analysis for operational outages
  • Collaborate with cross-functional teams including Data Scientists, Data Engineers, and other stakeholders to gather and implement infrastructure and data requirements

Requirements

  • 4+ years of experience in DataOps / CloudOps / DevOps roles
  • Strong proficiency in at least one scripting language (e.g., Python, Bash)
  • Experience with infrastructure-as-code tools (e.g., Terraform, CloudFormation)
  • Hands-on experience integrating and operationalizing LLMs in production pipelines
  • Deep hands-on experience with AWS Services: EC2, S3, RDS, CloudWatch, IAM, Lambda, VPC
  • Experience with AWS Data Services: Athena, Glue, MSK, Redshift
  • Experience with AWS Security and compliance services: KMS, IAM, Config, CloudTrail, Secrets Manager
  • Experience with Operational services: Auto Scaling, Systems Manager, CloudFormation/Terraform
  • Experience with ML/AI services: Bedrock, SageMaker, OpenSearch serverless
  • Working knowledge of Databricks: Cluster and workspace management, job orchestration, IAM passthrough
  • Experience deploying and managing CI/CD workflows using GitHub Actions, GitLab CI, or AWS CodePipeline
  • Strong understanding of cloud networking: VPC Peering, Transit Gateway, security groups, PrivateLink
  • Familiarity with container orchestration platforms (e.g., Kubernetes, ECS)
  • Strong understanding of data modeling, data warehousing concepts, and AI/ML lifecycle management
  • Knowledge of cost optimization strategies across compute, storage, and network layers
  • Experience with data governance, logging, and compliance practices (e.g., SOC2, HIPAA, GDPR)
  • Bonus: Exposure to LangChain, Prompt Engineering, RAG, vector databases (AWS OpenSearch, Pinecone, Milvus)
  • Preferred: AWS certifications (Solutions Architect, DevOps, SysOps), multi-cloud experience (Azure/GCP), FinOps/cost tools, production-grade Python, high-availability and disaster recovery experience, Zero Trust architecture, Terraform Sentinel, Databricks Unity Catalog, agile cross-functional teamwork

Benefits

  • Competitive Salary
  • Flexible Benefits Package
  • Wide range of benefits, resources, and competitive compensation plans designed to support employees at every career and life stage

Job title

IT Architect – Data Operations Engineer

Job type

Experience level

Mid levelSenior

Salary

Not specified

Degree requirement

No Education Requirement

Location requirements

HybridPuneIndia

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