October 17, 2026
Dear [Hiring manager's name],
At Fernbrook Logistics I run the AWS pipelines that track roughly 2 million shipments a day, moving data through Glue jobs into Redshift so dispatch and finance can trust the same numbers. I'm applying for your AWS Data Engineer opening because your posting describes a similar move off legacy batch jobs, and that migration work is what I do best.
I led the move of our shipment warehouse from an on-premise SQL Server box to Redshift, cutting month-end reporting from three days to four hours and reducing our data infrastructure bill by about $8,000 a month after right-sizing clusters and tiering cold data to S3 Glacier. That migration ran for five months without a missed nightly load.
I build ingestion with Glue and Lambda, orchestrate with Step Functions, and manage all of it through Terraform so a pipeline change is a pull request, not a console click. I hold the AWS Certified Data Engineer – Associate credential and have been the on-call engineer for our data platform for two years without a missed page.
I'd like to bring that same migration discipline to [Company name]'s AWS environment. I'm available for a technical screen or a whiteboard session on pipeline design whenever it suits your team. Thank you for considering my application.
Sincerely,
Jordan Walker