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Confluent Health

Nationwide physical and occupational therapy network

AI Solutions Engineer / Product Builder

AI Application Engineering +1Updated on Nov 13
Full-timeUnited States$140k - $150kIn-person

About the Job

Requirements

  • Three to five years of professional software development experience, including production applications or integrations built and supported.
  • Strong skills in TypeScript or JavaScript, Python, SQL, and at least one scripting language such as PowerShell or Bash.
  • Experience with REST APIs, webhooks, OAuth 2.0, other authentication methods, and integration of systems not originally designed to work together.
  • Hands-on experience building with large language models, including tool calling, agents, retrieval-augmented generation, prompt design, and building or using Model Context Protocol servers or similar tool-integration patterns.
  • Experience with a modern front-end framework such as React, relational database design, and query performance, with PostgreSQL used by the team.
  • Secure development practices such as OWASP, access control, and data protection.
  • Git, code review, automated testing, continuous integration and delivery, logging, and monitoring.
  • Clear communication with business and technical audiences.

Responsibilities

  • Build applications and automations that simplify and automate business processes across Clinical Operations, Finance, Human Resources, Marketing, and other teams, including internal web applications, multi-step workflows, AI agents and assistants, and supporting services and data.
  • Design and build integrations across internal and vendor systems using REST APIs, webhooks, OAuth 2.0, event-driven patterns, and Model Context Protocol servers and clients.
  • Design large-language-model-powered features and agents using tool calling, retrieval, prompt design, and evaluation; use AI coding tools while reviewing and owning all shipped code.
  • Design solutions for performance and scale while controlling operating costs, including AI model costs.
  • Apply healthcare-data security practices, including least-privilege access, secrets management, encryption, audit logging, data minimization, and safe handling of protected health information under HIPAA.
  • Own quality end to end through version control, code review, automated tests, continuous integration and delivery, monitoring, and documentation.
  • Work with business teams to understand processes, clarify requirements, create technical plans, and build solutions autonomously.
  • Contribute reusable patterns, shared components, and coding standards for the growing team.

Desired Qualifications

  • Healthcare or other regulated-industry experience, including HIPAA, protected health information, audit, and compliance needs.
  • Microsoft 365, Microsoft Graph, and Azure integration, including SharePoint, Outlook, Teams, and Excel.
  • Workflow orchestration and agent reliability practices, including retries, evaluation, guardrails, and human-in-the-loop processes.
  • Experience as an early engineer on a small team with end-to-end ownership.
  • Healthcare data standards such as HL7 and FHIR, or electronic medical record integrations.
  • Low-code and pro-code platforms used in combination with custom code.
  • Persistent memory, knowledge graphs, or multi-step AI systems.

About the Company

Confluent Health

Nationwide physical and occupational therapy network

Confluent Health operates a nationwide network of physical and occupational therapy clinics focused on musculoskeletal care. Therapists assess patients, design individualized treatment plans, and use exercises, hands-on therapy, and other modalities to improve function, while also partnering with employers on workplace wellness and ergonomic programs. It differentiates itself by combining a large provider network with a strong emphasis on education, prevention, and workplace wellness to help lower care costs and standardize care across communities. The goal is to improve patient outcomes, reduce the cost of care, promote safer workplaces, and help set industry standards for musculoskeletal health.

Company size
5,001-10,000
Company stage
Not listed
Total funding
Not listed
Headquarters
Louisville, KY
Founded
2014

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