Senior AI Systems Engineer - Real-Time Voice & LLM (Remote)

amchealth; Lansing (MI); On-site; USD 130,000 - 210,000; Full time

Job summary

AMC Health seeks a Senior Software Engineer: Applied AI to build real-time voice agents and ML pipelines in a regulated healthcare setting. You will own end-to-end backend systems, LLM integration, and cloud infrastructure, balancing latency, reliability, and safety.

The role spans real-time voice, ML engineering, and production-grade analytics with strict data handling. You will ship code for live voice pipelines, design guardrails around LLMs, and operate evaluation pipelines while

Qualifications

• 7+ years building and operating production backend systems.
• Strong Python backend experience in production environments.
• Experience running distributed systems in the cloud with telemetry to root cause.
• Production experience with LLMs or generative AI.
• Ability to work in a regulated healthcare setting.

Responsibilities

• Ship and debug code on a live real-time voice pipeline with latency constraints.
• Design control systems around LLMs including guardrails and budgets.
• Build and operate LLM evaluation and batch-analysis pipelines.
• Own traditional ML workflows from data to scheduled production inference.
• Trace production issues from metrics to root cause.

Skills

Python

Distributed systems

LLM / AI experience

Regulated environment

Telemetry / debugging

Tools

AWS

Job description

AMC Health seeks a Senior Software Engineer: Applied AI to build real-time voice agents and ML pipelines in a regulated healthcare setting. You will own end-to-end backend systems, LLM integration, and cloud infrastructure, balancing latency, reliability, and safety.

The role spans real-time voice, ML engineering, and production-grade analytics with strict data handling. You will ship code for live voice pipelines, design guardrails around LLMs, and operate evaluation pipelines while