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Perficient

engineering opportunity

Lead SageMaker Platform Engineer

Lead the migration of data and ML pipelines onto AWS SageMaker, focusing on debugging and shipping to production. Establish reliable deployment patterns using Terraform and GitHub Actions across multiple AWS accounts.

Creve Coeur, Missouri, United StatesonsiteFULL_TIME

Posted

About the role

What will you do at Perficient?

Job Overview:

Our team is undergoing a large data + ML migration onto AWS SageMaker Pipelines.

We deploy via Terraform and GitHub Actions across multiple AWS accounts aligned

to our SDLC, sync model artifacts to a shared-services account, and validate

models in dedicated testing accounts. Data is sourced primarily from Redshift,

including trusted identity propagation.

We’re standing these pipelines up for the first time, and we need an expert who

can help us debug and ship them to production quickly and reliably.

Perficient is the global AI and technology consulting firm disrupting the

traditional consulting model. Powered by our 7,000+ advisors, engineers, and

designers, Perficient implements AI-first solutions that break conventions and

deliver outcomes that matter. Proudly serving clients that represent the world’s

most innovative brands, and in collaboration with our powerful technology

partner ecosystem, we bring deep industry expertise and data-driven design to

redefine how businesses run and succeed. Perficient is different. For real.

Learn more at perficient.com.

Which skills does this role require?

AWS SageMakerAWS IAMTerraformGitHub ActionsAmazon RedshiftCloudWatchCloudTrailAWS X-RayMLOpsMulti-account AWS ArchitectureInfrastructure as CodeCI/CDSageMaker PipelinesIAMX-RaySDLCOIDCKMSAWS Solutions Architect ProAWS DevOps Engineer ProAWS ML SpecialtyCloud ModernizationData MigrationCross-account AccessAWSMachine Learning

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