Agentic Data Engineer, Frontier AI Tooling
Core
Build and operate data pipelines and datasets that feed the context layer and agentic workflows for AWS ProServe and Frontier AI teams, enabling them to understand customer needs and deliver tailored solutions at scale.
Role type
Senior IC data engineer (agentic AI tooling)
Builds
Reliable, well-modeled datasets and ETL/ELT pipelines powering AI agents and downstream services
Domain
Cloud services, AI/ML infrastructure, sales and marketing analytics
Deliverable
production ML models
Required skills
Data pipeline design and ownership, ETL/ELT development, data modeling (structured and unstructured), SQL optimization, data quality tooling (validation, anomaly detection, monitoring), operational excellence (runbooks, tests)
Preferred skills
AWS technologies (Redshift, S3, Glue, EMR, Kinesis, Lambda), non-relational databases (object, document, graph, column-family)
Technologies
AWS Redshift, S3, AWS Glue, EMR, Kinesis, FireHose, Lambda, IAM, SQL, object storage, graph databases
Responsibilities
Design, build, test, deploy, and operate end-to-end data pipelines; Model data for queryability by AI agents; Design data structures and contracts for downstream services; Build data-quality tooling; Ship to production in high-ambiguity environments; Maintain operational hygiene and documentation
Seniority
Senior, hands-on IC