TMS LLC
Direct SmartRecruiters career site

Hiring: AI Engineer | Agentic AI, AWS Bedrock AgentCore & Langfuse | 15+ Years

Location
Los Angeles, CA
Listed
10 days ago

About the role

  • Job Title: AI Engineer / Generative AI Engineer
  • Location: Los Angeles, CA (Hybrid)
  • Duration: 3+ Months (Extension Possible)
  • Experience: 15+ Years

Job Summary

We are seeking a hands-on AI Engineer with expertise in Python, Agentic AI, AWS Bedrock AgentCore, and LLM evaluation to build, deploy, monitor, and continuously improve production-grade AI agents.

Key Responsibilities

  • Develop AI agents using Python and Claude Agent SDK.
  • Deploy agents using AWS Bedrock AgentCore Runtime.
  • Design golden datasets and implement LLM-as-a-Judge evaluations.
  • Integrate automated evaluations into CI/CD pipelines as quality gates.
  • Implement Langfuse/OpenTelemetry for AI observability and tracing.
  • Evaluate agent accuracy, task completion, tool execution, and performance.
  • Support RAG pipelines and AWS data processing workflows.

Required Skills

  • Python and Agentic AI development.
  • AWS Bedrock AgentCore Evaluations / Bedrock evaluation.
  • Golden-dataset design and curation.
  • LLM-as-a-Judge design and calibration against human labels.
  • Automated evaluation and CI gate integration.
  • Langfuse and/or OpenTelemetry.

Good to Have

  • RAGAS or equivalent evaluation frameworks.
  • Trajectory evaluation and agentic red-teaming.
  • Bedrock Guardrails, Strands Agents SDK, and GitHub Actions.

Qualifications

  • 6-8+ years of software engineering, cloud engineering, or AI/ML experience.
  • Hands-on experience with production AI agents and continuous evaluation.
  • Strong problem-solving and troubleshooting skills.

Additional Information

All your information will be kept confidential according to EEO guidelines.

Read the original posting

From TMS LLC's careers page, first listed on Rolev.ai on October 31, 2026. Rolev.ai is not the employer.

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Common questions

Where is the Hiring: AI Engineer | Agentic AI, AWS Bedrock AgentCore & Langfuse | 15+ Years job at TMS LLC located?

This Hiring: AI Engineer | Agentic AI, AWS Bedrock AgentCore & Langfuse | 15+ Years position at TMS LLC is located in Los Angeles, CA. Always check TMS LLC's application page for specific state eligibility or relocation policies.

How do I apply for the Hiring: AI Engineer | Agentic AI, AWS Bedrock AgentCore & Langfuse | 15+ Years position at TMS LLC?

This listing links directly to TMS LLC's SmartRecruiters application page. You can apply directly on TMS LLC's site, or use Rolev.ai to check your resume fit, generate a zero-hallucination tailored resume and cover letter for this posting, and autofill the SmartRecruiters application form in 1 click with the Rolev.ai Chrome extension. You always review the form and press Submit yourself.