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

amchealth; Oklahoma City (OK); On-site; USD 140,000 - 210,000; Full time

Job summary

AMC Health is seeking a Senior Software Engineer: Applied AI (Voice Agents & ML Systems) to build real-time voice AI systems and end-to-end ML pipelines in a regulated healthcare setting. You will work across real-time voice, LLM engineering, traditional ML, and cloud infrastructure, shipping production code, designing guardrails for LLMs, and improving telemetry-driven debugging.

This role emphasizes responsible AI, strict data handling, and collaboration with cross-functional teams to deliver

Qualifications

• 7+ years building and operating production backend systems.
• Strong Python programming skills.
• Experience in distributed cloud architectures.
• Production LLM or generative AI experience.
• Experience with regulated data handling.
• Fluent in ML lifecycle from data to production inference.

Responsibilities

• Ship and debug code on a live, real-time voice pipeline where latency and correctness are user-facing.
• Design control systems around LLMs: guardrails, budgets, watchdogs, safe fallbacks.
• Build and operate LLM evaluation and batch-analysis pipelines.
• Own traditional ML workflows from data to scheduled production inference.
• Trace production issues from a metric anomaly to root cause.

Skills

Python

Distributed systems

LLMs / Generative AI

Data security & privacy

ML lifecycle

Tools

AWS

Job description

AMC Health is seeking a Senior Software Engineer: Applied AI (Voice Agents & ML Systems) to build real-time voice AI systems and end-to-end ML pipelines in a regulated healthcare setting. You will work across real-time voice, LLM engineering, traditional ML, and cloud infrastructure, shipping production code, designing guardrails for LLMs, and improving telemetry-driven debugging.

This role emphasizes responsible AI, strict data handling, and collaboration with cross-functional teams to deliver