AWS Data Engineer with Sage maker at Isofttek Solutions Inc

Role: AWS Data Engineer with Sage makerLocation : Reston, VA (Day 1 onsite – 5 days in a week) We are seeking a motivated Senior Data Engineer with strong AWS and data platform experience to design, build, and operationalize scalable data processing and ML-ready pipelines. The ideal candidate will be hands-on with PySpark, RedShift, Glue, and automation using CI/CD and scripting. Key ResponsibilitiesDesign and implement scalable ETL/ELT pipelines on AWS for batch and near-real-time workloads.Build and optimize data processing jobs using PySpark on EMR and Glue.Develop and manage RedShift schemas, queries, and Spectrum for external table access.Integrate machine learning workflows with SageMaker and Lambda-driven orchestration.Automate deployments and testing using CI/CD tools and source control (Jenkins, UCD, Bitbucket, GitHub).Create and maintain operational scripts and tooling (Shell, Python) for monitoring, troubleshooting, and performance tuning.Must-have SkillsAWS services (EMR/SageMaker , Lambda, RedShift, Glue, SNS, SQS)PySpark and data processing frameworksShell scripting and Python developmentCI/CD tooling experience (Jenkins, UCD)Source control experience with Bitbucket and GitHubExperience building and maintaining scripts/tools for automationNice-to-haveFamiliarity with AWS ECSExperience with Aurora PostgreSQLJava for tooling or pipeline components