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AMC Health

Senior Software Engineer – Applied AI

AMC Health

Senior Software Engineer developing AI voice agents for the healthcare sector. Collaborating on production LLM systems and maintaining real-time voice pipelines.

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

Core Competencies

Role fit
Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates expertise in building and operating production backend systems, with a strong focus on LLMs and generative AI. Proficient in debugging and tracing production issues in regulated environments.

Highest-signal resume keywords
Production Backend SystemsLLM ExperienceDistributed SystemsMachine Learning LifecycleDebugging Skills

ATS Keywords

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Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills
General-Purpose ProgrammingProduction InferenceControl Systems DesignBatch-Analysis PipelinesMetric Anomaly Tracing
Tools & Technologies
Cloud PlatformsTelemetry Tools
Industry Keywords
Regulated EnvironmentReal-Time Voice PipelineGenerative AI

Tech Stack

Tools & technologies
CloudDistributed Systems

About the role

Key responsibilities & impact
  • Ship and debug code on a live, real-time voice pipeline where latency and correctness are user-facing
  • 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, with strong general-purpose programming skills
  • Experience running distributed systems in the cloud; comfortable debugging from telemetry to root cause
  • Hands-on production experience with LLMs or generative AI (any provider or framework)
  • Working fluency across the traditional machine learning lifecycle
  • Disciplined in a regulated environment

Benefits

Comp & perks
  • Health insurance
  • 401(k) matching
  • Flexible work arrangements