Software Engineer - AI Operations & Platform Development

Junior Software Engineer | AI Operations & Platform Development

Company

Silver Stay, Inc. (Odenton, MD)
- Reports to

Todd Merrill, Fractional CTO

Location

Remote - Must be based in Maryland (United States)

Employment type

Full-time

Compensation

$80,000 - $95,000 base, commensurate with experience

Requisition date

May 19, 2026

About Silver Stay

At Silver Stay, we're on a mission to be the leading healthcare services company nationwide for complex discharges by 2030. Our team provides solutions for medically and financially complex clients who are failing at home or transitioning out of the healthcare system. Our guideposts of Empathy, Creativity, Collaboration, and Ethical Conduct, while "Wowing" our clients, mean that we're not just providing solutions, we're changing healthcare.

Our engineering team is building an AI-powered hospital discharge management platform that replaces the spreadsheets and printed census tools used by case managers today. The platform ingests hospital data, applies AI to surface discharge barriers, assesses patient readiness, and recommends next steps across persona-specific views for care navigation teams. We have multiple active healthcare partners, including Adventist Health and the University of Maryland Medical System, and are continually expanding.

It is a HIPAA-regulated environment built on a serverless AWS stack with a Next.js front end.
Role Summary

We are hiring a Software Engineer to step into a dual-focus role split roughly evenly between platform development and AI operations.

On the AI automation side, they will inherit and expand a set of internal workflows, already in development, that use AI to eliminate repetitive, time-consuming work for the internal team: generating call summaries, identifying facility matches, drafting referral and family communications, and producing contract patient summaries.

On the development side, this person will take ownership of the Silver Stay platform codebase as the current TR development team completes its engagement and transitions the project out. This is engineering work: you'll be taking ownership of existing pipelines, extending them as new use cases emerge, and owning the end-to-end reliability of workflows the internal team depends on daily.

In practice, this role will start AI ops-heavy. The platform development responsibilities will increase over time as the TR transition completes and the new hire builds familiarity with the codebase - we are not expecting day-one platform ownership.

This is an ideal role for an early-career engineer who wants broad ownership, direct mentorship from a fractional CTO, and exposure to both modern cloud application development and applied AI operations in a regulated healthcare setting.
Key Responsibilities
Platform Development (~50%)

• Take over ongoing maintenance, bug fixes, and feature development of the Silver Stay platform following the TR development team's handoff.
• Work across the stack:
  Next.js 14+ / React / Type Script front end and AWS serverless back end (API Gateway, Lambda, RDS/Postgre
  
  SQL, S3, Cognito).
• Deploy and maintain infrastructure using AWS CDK, following established stack standards, tagging requirements, and deployment profiles.
• Participate in code review, testing, and CI/CD workflows; keep the codebase healthy and well-documented.
• Contribute to the platform's pluggable analysis engine - adding and tuning AI analysis jobs as new hospital requirements emerge.

AI Operations & Implementation (~50%)

Silver Stay's internal team handles a high volume of repetitive, time-sensitive work; qualifying calls, facility placement matching, referral outreach, family communications, contract patient documentation. This half of the role is about building the internal AI-powered workflows that take those tasks off the team's plate.

• Take ownership of existing AI automation workflows - already built and in use - and maintain, improve, and extend them. Active workflows include: generating structured call summaries from qualifying call recordings; identifying facility matches and auto-drafting referral emails; agentic tracking of referral responses and generating family options emails; producing hospital-specific patient summaries for contract cases where the hospital is the payer.
• Iterate on and improve existing workflows as team needs evolve - improving output quality, reducing manual review, expanding to new use cases.
• Build lightweight agentic workflows that can monitor inputs, take action, and loop back for review without requiring step-by-step human instruction.
• Track AI usage and cost across internal workflows, optimize for prompt efficiency, and flag opportunities for caching or batching.
• Document every workflow so the practice is repeatable, auditable, and not dependent on a single person.

Required Qualifications

• 2-5 years of professional software engineering experience
• Hands-on experience with AWS - comfortable working with core services such as Lambda, API Gateway, RDS/Postgre
  
  SQL, S3, or IAM.
• Proficiency with Next.js…