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Healthcare AI Engineer

Mindoula Health

Mindoula Health

Software Engineering, Data Science
United States
Posted on Aug 19, 2025

Mindoula is a next-generation behavioral health company improving outcomes for populations with complex behavioral, medical, and social challenges. We are building the future of behavioral health through technology, data science, and high-impact care delivery.

We’re seeking an AI Engineer with strong Ruby on Rails expertise to join our growing technology team. This role will focus on building cloud-native, AI-enabled web applications that power our proprietary behavioral health platforms. You’ll collaborate across engineering, product, and data science teams to turn prototypes into production-grade systems that drive real-world clinical and operational outcomes.

Essential Duties and Responsibilities:

  • Lead development of cloud-based Ruby on Rails applications that integrate AI/ML (GenAI, predictive models, NLP) capabilities using frameworks like LangChain.
  • Build LLM-powered agents using modern agentic frameworks such as LangChain, LlamaIndex, or CrewAI to enable advanced automation and reasoning capabilities in Mindoula’s behavioral health technology platform.
  • Collaborate with data scientists to turn models into robust, scalable APIs and user-facing tools within our Rails ecosystem.
  • Design and implement web application features that enable care teams to engage members more effectively using AI-driven insights.
  • Architect secure, performant backend services and relational databases in a HIPAA-compliant environment.
  • Ensure robust DevOps, testing, and monitoring pipelines for AI features in production.
  • Translate clinical, business, and user requirements into full-stack solutions, balancing speed, safety/governance, and sustainability.
  • Establish processes for human-in-the-loop feedback, governance, and review cycles to ensure AI applications remain safe, ethical, and aligned with clinical, business, and user needs.
  • Contribute to build vs. buy/license decisions by evaluating technology options, defining criteria, and advising on trade-offs for AI applications.
  • Document development patterns, model interfaces, and deployment pipelines to support collaboration and continuity.
  • Participate in agile ceremonies, sprint planning, and cross-functional brainstorms with product, clinical, and operations teams.

Education & Work Experience:

  • Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field.
  • 3+ years of professional experience building and maintaining Ruby on Rails applications, preferably in a cloud-native environment.
  • Strong familiarity with Gen AI foundation models framework like LangChain, PostgreSQL, Redis, Sidekiq, and RESTful API design.
  • Solid understanding of modern JavaScript frameworks (e.g., React) and front-end integration.
  • Developed and integrated RESTful APIs to interact with AWS Bedrock foundation models (e.g., Claude, Meta), enabling AI-driven application features
  • Familiarity with AWS (ECS, RDS, Bedrock, S3, Lambda) or comparable cloud environments.

Additional Requirements:

  • Passion for delivering software that impacts real lives, especially for vulnerable or underserved populations.
  • Experience integrating AI/ML models (e.g., GenAI, NLP, recommender systems) into web applications.
  • Understanding of data security, user permissions, and audit trails in a healthcare or regulated setting.
  • Strong git workflow, testing practices, and familiarity with CI/CD tools (e.g., GitHub Actions, CircleCI).
  • Familiarity with and enthusiasm for the healthcare technology/AI ecosystem, including key players, providers, and emerging trends.
  • Curiosity, self-direction, and comfort with ambiguity in a fast-moving startup environment.
  • Excellent communication skills and a collaborative mindset.

Location: This is a 100% remote position that must be located in the United States. Mindoula is not able to provide any employment sponsorship at this time.