Senior Software Engineer – Applied AI

AMC Health

Senior Software Engineer developing AI voice agents for healthcare. Focused on production backend systems, LLMs, and debugging real-time voice pipelines.

Posted 7/15/2026full-timeRemote • Tennessee • 🇺🇸 United StatesSeniorWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in building and operating production backend systems, with a strong focus on Python programming and hands-on experience with LLMs and generative AI. Proficient in managing the traditional machine learning lifecycle and debugging production issues in real-time environments.

Highest-signal resume keywords

Python ProgrammingProduction Backend SystemsLLM ExperienceDistributed SystemsMachine Learning Lifecycle

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

PythonMachine LearningLLMsDebuggingProduction InferenceControl SystemsBatch-Analysis PipelinesTelemetry AnalysisMetric Anomaly TracingReal-Time Systems

Tools & Technologies

Cloud ComputingDistributed Systems

Industry Keywords

Generative AIRegulated EnvironmentReal-Time MediaTelephony

Tech Stack

Tools & technologies

CloudDistributed SystemsPython

About the role

Key responsibilities & impact

Ship and debug code on a live, real-time voice pipeline
Design control systems around LLMs
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

Requirements

What you’ll need

7+ years building and operating production backend systems
Strong general-purpose programming skills (primarily in Python)
Experience running distributed systems in the cloud; comfortable debugging from telemetry to root cause
Hands-on production experience with LLMs or generative AI
Working fluency across the traditional machine learning lifecycle
Disciplined in a regulated environment
Real-time media or telephony experience (nice-to-have)
Front-end / full-stack ability (nice-to-have)

Benefits

Comp & perks

Optional resume submission
Work authorization for US citizens and lawful permanent residents only