AWS Senior Solutions Architect

[mike]

Role: AWS Senior Solutions Architect – GenAI (Amazon Bedrock / AgentCore & Data Engineering)

Location: San Antonio, TX (Onsite)

In-person interview mandatory

Role Summary

We are seeking a Senior AWS Solutions Architect – GenAI with deep expertise in Amazon Bedrock (including AgentCore) and strong capability in data engineering and AI data pipelines. This role will design and lead enterprise-grade GenAI solutions, ensuring robust architecture across AI, data, security, scalability, and operations.

Key Responsibilities

GenAI & Architecture

•     Design end-to-end GenAI architectures using Amazon Bedrock and AgentCore

•     Architect multi-agent workflows using Bedrock Agents, tools, guardrails, and orchestration patterns

•     Design enterprise-grade architectures covering security, IAM, networking, observability, scalability, and cost optimization

•     Lead architecture decisions for RAG systems, knowledge bases, embeddings, and evaluation pipelines

•     Provide technical leadership across solution design, code reviews, and architectural governance

Data Engineering & AI Pipelines

•     Design and guide implementation of data pipelines supporting GenAI systems

•     Architect data ingestion flows using S3, Glue, Lambda, EventBridge, Step Functions

•     Design vector data architectures using OpenSearch, DynamoDB, or similar services

•     Ensure best practices for:

o     Data modeling

o     Data quality

o     Metadata management

o     Versioning of datasets

o     Governance and access control

•     Guide teams on ETL/ELT patterns and integration with AI workflows

AWS Platform & Integration

•     Architect integrations using Lambda, API Gateway, VPC, IAM, S3, DynamoDB, OpenSearch, CloudWatch

•     Design event-driven and microservices-based architectures

•     Conduct architecture reviews, technical workshops, and stakeholder design sessions

•     Act as technical advisor to senior client stakeholders

Required Skills & Experience

•     8+ years of experience in cloud architecture (strong AWS focus)

•     Hands-on experience with Amazon Bedrock, including:

o     Bedrock Agents

o     Bedrock AgentCore

o     Knowledge Bases

o     Guardrails

o     Tool orchestration

•     Strong understanding of GenAI design patterns:

o     RAG

o     Agent orchestration

o     Prompt engineering

o     Evaluation and monitoring

•     Solid experience with data engineering concepts, including:

o     Data pipelines

o     ETL/ELT design

o     Data lake architectures

o     Schema design

o     Data governance

•     Strong AWS service experience across:

o     Lambda, API Gateway, S3, DynamoDB, OpenSearch

o     Glue, Step Functions, EventBridge

o     VPC, IAM, CloudWatch, CloudTrail

Preferred Qualifications

•     AWS Solutions Architect Professional or relevant AWS certifications

•     Experience with Python for full stack applications 

•     Experience with OpenSearch vector search or similar technologies

•     Exposure to MLOps concepts (monitoring, evaluation, lifecycle management)