AWS Forward Deployed Engineer

Talentrix AI
San Antonio, Texas, United StatesFull-timePosted Aug 28, 2026

About the role

Introduction

Royal Cyber is looking for strong AWS-focused Forward Deployed Engineers who can work directly with enterprise customers to turn ambiguous business problems into working, production-ready AI solutions.

Responsibilities

Operate at the intersection of customer discovery, architecture, rapid prototyping, and hands-on delivery

Build GenAI / Agentic AI solutions, including RAG, multi-agent workflows, tool calling, and enterprise AI assistants

Utilize AWS services such as Python, FastAPI, APIs, microservices, Lambda, API Gateway, S3, DynamoDB, OpenSearch, EKS/ECS

Work with Bedrock Agents / AgentCore, SageMaker, Step Functions, EventBridge, and AWS-native AI services

Move quickly from discovery to prototype to demo to production

Work directly with customer stakeholders to understand requirements, challenge assumptions, and shape technical solutions

Troubleshoot and integrate across enterprise applications, data platforms, APIs, and cloud services

Implement LLMOps/MLOps practices for evaluation, guardrails, observability, security, and AI governance

Communicate effectively in a customer-facing engineering role

Experience in financial services or other regulated industries is a plus

Requirements

Required Skills:

Strong hands-on experience with AWS and Amazon Bedrock

Experience building GenAI / Agentic AI solutions

Strong Python, FastAPI, APIs, microservices, Lambda, API Gateway, S3, DynamoDB, OpenSearch, EKS/ECS experience

Exposure to Bedrock Agents / AgentCore, SageMaker, Step Functions, EventBridge, and AWS-native AI services

Experience with LLMOps/MLOps, evaluation, guardrails, observability, security, and AI governance

Strong communication skills

Preferred Skills

Comfortable working directly with customer stakeholders

Experience in financial services or other regulated industries

Ability to work in ambiguous situations and iterate rapidly based on feedback

Responsibilities

  • Operate at the intersection of customer discovery, architecture, rapid prototyping, and hands-on delivery
  • Build GenAI / Agentic AI solutions, including RAG, multi-agent workflows, tool calling, and enterprise AI assistants
  • Utilize AWS services such as Python, FastAPI, APIs, microservices, Lambda, API Gateway, S3, DynamoDB, OpenSearch, EKS/ECS
  • Work with Bedrock Agents / AgentCore, SageMaker, Step Functions, EventBridge, and AWS-native AI services
  • Move quickly from discovery to prototype to demo to production
  • Work directly with customer stakeholders to understand requirements, challenge assumptions, and shape technical solutions
  • Troubleshoot and integrate across enterprise applications, data platforms, APIs, and cloud services
  • Implement LLMOps/MLOps practices for evaluation, guardrails, observability, security, and AI governance

Qualifications

  • Strong hands-on experience with AWS and Amazon Bedrock
  • Experience building GenAI / Agentic AI solutions
  • Strong Python, FastAPI, APIs, microservices, Lambda, API Gateway, S3, DynamoDB, OpenSearch, EKS/ECS experience
  • Exposure to Bedrock Agents / AgentCore, SageMaker, Step Functions, EventBridge, and AWS-native AI services
  • Experience with LLMOps/MLOps, evaluation, guardrails, observability, security, and AI governance
  • Strong communication skills

Skills mentioned

AWSPythonFastAPIMicroservicesGenerative AIRetrieval-Augmented GenerationAI AgentsTool CallingLLMOpsMLOps

About Talentrix AI

Talentrix AI is a US-focused IT recruitment and AI automation services company, supporting organizations with technology hiring and intelligent automation solutions designed to improve efficiency and scalability. We provide end-to-end IT recruitment services for US clients, including contract and full-time hiring, W2 and C2C staffing, and specialized technology talent acquisition. Our recruitment services are human-led, structured, and tailored to meet the evolving needs of startups, mid-market companies, and enterprises across the United States. Separately, Talentrix AI offers AI automation and agentic AI solutions that help organizations streamline internal operations, optimize workflows, and reduce manual effort. Our automation services focus on operational and process improvement and are delivered independently of the recruitment process. By offering IT staffing and AI automation as distinct service lines, we enable businesses to strengthen their teams while modernizing how they operate. Talentrix AI is committed to delivering practical, reliable solutions that help organizations grow with clarity, control, and confidence.

IT Services and IT Consulting2-10 employeesIrwin, Pennsylvania