Senior Software Engineer – Applied AI

AMC Health

Senior Software Engineer creating AI voice agents and machine learning systems for healthcare at AMC Health. Working across real-time systems and traditional machine learning infrastructures.

Posted 7/15/2026full-timeRemote • Virginia, West Virginia • 🇺🇸 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 traditional machine learning workflows and disciplined in regulated 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

Python ProgrammingProduction Backend SystemsLLM ExperienceMachine Learning WorkflowsDebugging CodeControl Systems DesignBatch-Analysis PipelinesMetric Anomaly TracingCloud SystemsReal-Time Voice Pipeline

Industry Keywords

Generative AIRegulated EnvironmentProduction InferenceData ManagementMetric Analysis

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
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
401(k) plan
Paid time off
Flexible work arrangements