Staff AI Engineer: Agentic ML on AWS (Remote)

ELLKAY, LLC; United States; Híbrido; USD 170.000 - 190.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Medical, Dental, Vision

401k with matching

Remote work options

Hybrid work environment

Paid time off

Descripción de la vacante

ELLKAY, LLC is seeking a versatile Full Stack AI/ML Engineer to architect, build, and deploy production-grade AI/ML and Agentic AI systems on AWS. You will work on foundation models, agentic frameworks, and healthcare data standards to deliver scalable and secure AI solutions for healthcare organizations.

The role emphasizes designing memory-rich systems, secure data handling, and serverless architectures with Lambda, API Gateway, Step Functions, and data stores such as Aurora Serverless,

Formación

• 10+ years of software engineering experience, with ≥3 years in production AI/ML and GenAI/Agentic systems.
• Experience designing stateful agents, tool-calling interfaces, and autonomous reasoning loops.
• Healthcare data experience and familiarity with HIPAA security controls is preferred.

Responsabilidades

• Architect end-to-end Agentic AI systems on AWS, including tool calling and multi-agent coordination.
• Design production foundation model apps with advanced prompt engineering and dynamic tool retrieval.
• Implement memory and vector search pipelines with OpenSearch Serverless and BM25/dense ranking for RAG contexts.

Conocimientos

AI/ML engineering

Agentic AI

Cloud architecture

Security

HIPAA compliance

Herramientas

AWS

FastAPI

Pydantic v2

OpenSearch Serverless

ECS Fargate

Aurora PostgreSQL Serverless

DynamoDB

S3

AWS CDK

Descripción del empleo

ELLKAY, LLC is seeking a versatile Full Stack AI/ML Engineer to architect, build, and deploy production-grade AI/ML and Agentic AI systems on AWS. You will work on foundation models, agentic frameworks, and healthcare data standards to deliver scalable and secure AI solutions for healthcare organizations.

The role emphasizes designing memory-rich systems, secure data handling, and serverless architectures with Lambda, API Gateway, Step Functions, and data stores such as Aurora Serverless,