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AMC Health

Senior Software Engineer – Applied AI

AMC Health

Senior Software Engineer at AMC Health working on production AI voice agents and ML systems. Involved in real-time systems, LLMs, and traditional machine learning.

Posted 7/15/2026full-timeRemote • New Jersey • 🇺🇸 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 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 WorkflowsDebuggingControl Systems DesignBatch-Analysis PipelinesMetric Anomaly TracingCloud SystemsReal-Time Voice Pipeline
Tools & Technologies
Distributed SystemsCloud Infrastructure
Industry Keywords
Regulated EnvironmentGenerative AIProduction InferenceMetric Anomaly

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 traditional machine learning lifecycle
  • Disciplined in a regulated environment

Benefits

Comp & perks
  • Remote work option