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Senior Software Engineer – Applied AI
AMC HealthSenior Software Engineer developing production AI voice agents at AMC Health. Building systems for real-time voice communication in a regulated healthcare setting.
Core Competencies
Role fitCore 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 managing traditional machine learning workflows and ensuring compliance in regulated environments.
Highest-signal resume keywords
Production Backend SystemsDistributed SystemsLLMs ExperienceMachine Learning LifecycleRegulated Environment
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Code DebuggingControl Systems DesignLLM Evaluation PipelinesBatch-Analysis PipelinesProduction Inference WorkflowsMetric Anomaly Tracing
Tools & Technologies
Cloud Infrastructure
Industry Keywords
Generative AIReal-Time Voice PipelineData ManagementProduction Systems
Tech Stack
Tools & technologiesCloudDistributed Systems
About the role
Key responsibilities & impact- Ship and debug code on a live, real-time voice pipeline
- Design control systems around LLMs: guardrails, budgets, watchdogs, safe fallbacks
- 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
- 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
- Flexible work arrangements
- Professional development