
Senior Cloud Migration Engineer
2 weeks ago
Estimated Start Date : Oct 1, 2025
Duration : 12 months (Contract-to-Hire)
We are seeking a highly skilled Senior Cloud Migration Engineer to lead the transformation of our EMR workloads from EC2-based infrastructure to EMR Serverless.
This strategic role focuses on enhancing scalability, reducing operational overhead, and improving cost efficiency across our cloud-native data processing platform.
Key Responsibilities : Planning & Assessment :
- Analyze existing EC2-based EMR jobs to assess their suitability for serverless migration
- Prioritize workloads based on business impact, complexity, and readiness
- Conduct deep code discovery and ensure alignment with production standards
Technical Implementation :
- Transition Hadoop/HDFS workloads to Amazon S3-based architectures
- Refactor data processing pipelines to leverage Amazon Athena
- Upgrade and modernize runtime environments (e.g., Python versions)
- Ensure full dependency compatibility across target serverless stacks
Infrastructure Modernization :
- Integrate EMR Serverless logging with AWS CloudWatch
- Configure centralized logging via AWS Log Groups
- Optimize workflows for observability and performance in a serverless model
- Migrate legacy scheduling (e.g., Control-M, cron) to AWS Step Functions
- DevOps - GitHub and Workflow Experience
Quality Assurance & Deployment :
- Design and implement robust testing strategies across staging and QA environments
- Document test plans, validation procedures, and migration outcomes
- Collaborate with the AMI and QA teams for pre-deployment sign-offs
- Execute controlled production rollouts with post-deployment monitoring
Required Qualifications :
- 5+ years of experience with Amazon EMR and big data platforms
- Deep expertise in Apache Spark, Hadoop ecosystem, and AWS cloud services
- Proficient in Python and version management
- Hands-on experience with AWS Step Functions, CloudWatch, and serverless solutions
- Familiarity with job schedulers like Control-M or cron
- Strong knowledge of Amazon S3, Athena, and data lake architectures
Preferred Qualifications
- AWS Certifications (Solutions Architect, DevOps Engineer, or Data Analytics)
- Experience with Infrastructure as Code (IaC) tools such as CloudFormation or Terraform
- Proven success in enterprise-scale cloud/data migration projects
- Experience working in Agile environments using JIRA or similar tools
Success Metrics :
- Full migration of selected EMR jobs to EMR Serverless
- Meet or exceed existing EC2-based performance benchmarks
- Demonstrable cost savings post-migration
- Zero data loss throughout the migration process
- Successful completion of quality checks and stakeholder approvals
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