Senior Software Engineer – Applied AI

AMC Health

Senior Software Engineer developing AI voice agents in healthcare for AMC Health. Building and operating LLMs and traditional machine learning systems with a focus on production reliability.

Posted 7/15/2026full-timeRemote • Florida • 🇺🇸 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 LLMs and generative AI. Proficient in managing the traditional machine learning lifecycle within regulated environments.

Highest-signal resume keywords

Production Backend SystemsLLM ExperienceDistributed SystemsMachine Learning LifecycleRegulated Environment

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

General-Purpose ProgrammingCode DebuggingControl System DesignLLM Evaluation PipelinesBatch-Analysis PipelinesProduction Inference WorkflowsMetric Anomaly Tracing

Tools & Technologies

Cloud Infrastructure

Industry Keywords

Generative AIMachine LearningProduction Systems

Tech Stack

Tools & technologies

CloudDistributed Systems

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
Experience running distributed systems in the cloud
Hands-on production experience with LLMs or generative AI
Working fluency across the traditional machine learning lifecycle
Disciplined in a regulated environment

Benefits

Comp & perks

Health insurance
Professional development