AI Agent Engineer - AWS Bedrock, Langfuse & CI/CD

Technology Management Solutions LLC; Los Angeles (CA); On-site; USD 120,000 - 190,000; Part time

Job summary

Technology Management Solutions LLC in Los Angeles, CA seeks an experienced AI Engineer to design, deploy, and monitor production-grade AI agents using Claude Agent SDK and AWS Bedrock AgentCore.

You will build end-to-end agent workflows, implement Langfuse observability, and integrate RAG pipelines with enterprise knowledge bases, while driving CI/CD automation with GitHub Actions. Hybrid work options may apply.

Qualifications

• 6–8+ years of software engineering or AI/ML development experience.
• Strong hands-on experience building Generative AI or Agentic AI applications.
• Demonstrated experience deploying and supporting AI agents in production.
• Strong understanding of AWS cloud services, LLM architectures, and automated deployment processes.
• Ability to independently design, implement, troubleshoot, and optimize AI agent solutions.

Responsibilities

• Design, develop, and deploy AI agents using Claude Agent SDK and Python.
• Build autonomous agents capable of executing complex workflows and interfacing with tools, APIs, and knowledge bases.
• Develop agent orchestration workflows with robust error handling and guardrails.
• Integrate AI agents with enterprise applications and data sources.
• Deploy and manage AI agents on AWS Bedrock AgentCore Runtime and ensure secure, scalable architectures.
• Implement Langfuse for observability and continuous evaluation of agent traffic.
• Create CI/CD pipelines using GitHub Actions for agent code builds, tests, and deployments.
• Develop and maintain data pipelines with document processing, vector storage, and RAG integration.
• Evaluate agent performance, latency, token usage, and cost; establish quality benchmarks.

Skills

Evaluation

RAG

Cloud AWS

LangChain

LangGraph

GitHub Actions

AI Observability

Agentic AI

Python

MLOps

Tools

Claude Agent SDK

AWS Bedrock AgentCore

Langfuse

Docker

Terraform

Amazon Textract

Amazon Comprehend

OpenSearch

Pinecone

FAISS

pgvector

Job description

Technology Management Solutions LLC in Los Angeles, CA seeks an experienced AI Engineer to design, deploy, and monitor production-grade AI agents using Claude Agent SDK and AWS Bedrock AgentCore.

You will build end-to-end agent workflows, implement Langfuse observability, and integrate RAG pipelines with enterprise knowledge bases, while driving CI/CD automation with GitHub Actions. Hybrid work options may apply.