About the role

Banyan Software is the best permanent home for software businesses that serve specialized industries, their employees, and their customers. We are on a mission to acquire, build, and grow great companies worldwide, helping them modernize through shared AI expertise and operational discipline. The Banyan Software Foundation, endowed with $100 million in Banyan stock, leverages technology to build a greener and more equitable world. Banyan is Great Place to Work Certified, a five-time Inc. 5000 honoree, and a top 10 company on the Deloitte Technology Fast 500. Founded in 2016 and headquartered in Atlanta, Banyan operates more than 100 portfolio companies across North America, the UK, EU, and APAC.

AI Engineer (Healthcare SaaS)
Location: Remote (must be inside the United States)
Reports to: Chief Technology and Product Officer

About Medicat (One of Banyan's Portfolio Companies)

Medicat is building modern software infrastructure for healthcare organizations through our platform, MedicatOne. Our mission is to simplify complex healthcare operations through intuitive software, strong data infrastructure, and intelligent automation.

As we expand our platform capabilities, we are investing in AI-driven features that improve how healthcare organizations interact with their data, workflows, and operational systems.

We are seeking an experienced AI Engineer to help design and implement AI-native capabilities within MedicatOne.

The Role

This is a high-impact individual contributor role.

This is a hands-on engineering role focused on building production-grade AI capabilities inside a growing healthcare SaaS platform.

You will work closely with product leadership and engineering to architect and deploy AI-powered systems that interact with structured healthcare data and operational workflows.

The role requires strong technical execution as well as fluency in data analytics and healthcare informatics concepts.

This is a build-and-ship role where you will play a key part in translating AI opportunities into real product functionality.

In this position, you will help to accelerate engineering performance and drive AI-enabled innovation across Medicat in our workflows and in our SaaS product.

What You’ll Do

AI System Development

Design and implement AI-powered capabilities within the MedicatOne platform
Integrate modern AI models and services into production workflows
Develop systems that interact with structured application data and APIs
Ensure AI features are reliable, performant, and secure

Data & Informatics

Work with large datasets related to healthcare operations
Design systems that leverage structured data effectively
Build logic that enables intelligent interpretation of operational data
Collaborate with engineering on data pipelines, schemas, and analytics frameworks

Platform Integration

Integrate AI capabilities into existing SaaS architecture
Work with backend engineers to ensure scalable system design
Optimize performance of data-intensive AI workflows
Contribute to platform-level architecture decisions

Execution & Iteration

Ship production-ready AI features quickly and iteratively
Collaborate closely with leadership on prioritization and implementation
Help establish best practices for AI development within the organization

What We’re Looking For

Experience

5+ years building production SaaS systems
Direct experience building and implementing AI/ML or LLM-based features
Strong experience working with structured data and analytics systems
Experience working with healthcare data or healthcare SaaS environments, including familiarity with the regulatory, privacy, and compliance considerations that shape technical decisions (HIPAA, PHI handling, de-identification)
Demonstrated ability to build and deploy systems end-to-end

Technical Skills

You should be comfortable with:

Working knowledge of modern AI infrastructure and patterns, including:

LLM API integration (OpenAI, Anthropic, or similar) in production environments
Retrieval-Augmented Generation (RAG): designing retrieval pipelines, chunking strategies, and grounding LLM responses in real data
Vector databases: embedding, indexing, and querying unstructured or semi-structured data

Data modeling and SQL
Data pipelines and analytics workflows and working with large structured datasets
API design and backend services
Working with large, structured datasets

Experience with healthcare informatics standards or healthcare data environments is strongly preferred.

What Success Looks Like

AI capabilities successfully integrated into the MedicatOne platform
Production-ready systems that interact effectively with operational data
High-quality implementations that balance accuracy, performance, and usability
Scalable architecture supporting future AI development

Why Join Medicat

Work directly with company leadership on high-impact initiatives
Build meaningful AI capabilities in a real healthcare environment
High ownership and autonomy in a growing SaaS company
Opportunity to shape the future of AI within the platform

Diversity, Equity, Inclusion & Equal Employment Opportunity at Banyan:

Banyan affirms that inequality is detrimental to our Teams, associates, our Operating Companies, and the communities we serve. Our goal is to impact lasting change through our actions. Together, we unite for equality and equity. Banyan is committed to equal employment opportunities regardless of any protected characteristic, including race, color, genetic information, creed, national origin, religion, sex, affectional or sexual orientation, gender identity or expression, lawful alien status, ancestry, age, marital status, or protected veteran status and will not discriminate against anyone on the basis of a disability. We support an inclusive workplace where associates excel based on personal merit, qualifications, experience, ability, and job performance.

The expected base salary for this position is: USD $90,000 - $120,000 excluding annual bonus and equity (when applicable). Salary is based on several factors including market conditions, location and may vary depending on job-related skills and experience.

Diversity, Equity, Inclusion & Equal Employment Opportunity at Banyan: Banyan affirms that inequality is detrimental to our Global Teams, associates, our Operating Companies, and the communities we serve. As a collective, our goal is to impact lasting change through our actions. Together, we unite for equality and equity. Banyan is committed to equal employment opportunities regardless of any protected characteristic, including race, color, genetic information, creed, national origin, religion, sex, affectional or sexual orientation, gender identity or expression, lawful alien status, ancestry, age, marital status, or protected veteran status and will not discriminate against anyone on the basis of a disability. We support an inclusive workplace where associates excel based on personal merit, qualifications, experience, ability, and job performance.

Recruitment Notice

Banyan Software may use artificial intelligence (AI) tools to assist in screening and/or assessing applicants during the recruitment process. All hiring decisions are made by our team. Personal information submitted through your application will be collected and used for recruitment purposes in accordance with applicable privacy laws. Contact us at any time with questions about our process or to request accommodation.

Beware of Recruitment Scams

We have been made aware of individuals fraudulently posing as members of our Talent Acquisition team and extending fake job offers. These scams may involve requests for personal information or payment for equipment.

Protect yourself by following these steps:

Verify that all communications from our recruiting team come from an @banyansoftware.com email address.
Remember, employers will never request payment or banking information during the hiring process.
If you receive a suspicious message, do not respond — instead, forward it to careers@banyansoftware.com and/or report it to the platform where you received it.

Your safety and security are important to us. Thank you for staying vigilant.

Skills & Tags

go aws ai backend data analytics product design

Aplyr's read

Banyan Software specializes in acquiring and nurturing software companies, offering a dynamic environment for professionals in M&A, technology, and strategic growth roles.
Synthesized from recent postings & public sources

What's promising

•Banyan Software provides significant resources for the growth of acquired companies.
•The company offers diverse roles, from M&A to technical and sales positions.
•Banyan's focus on software acquisitions allows for specialization and expertise in the industry.

What to watch

•Frequent acquisitions may lead to integration challenges and cultural shifts.
•Limited public information about employee satisfaction and company culture.
•Rapid growth could strain existing resources and management bandwidth.

Why Banyan Software

•Banyan Software focuses exclusively on acquiring and growing software businesses.
•The company supports acquired businesses with strategic expertise and resources.
•Banyan's portfolio approach allows for a variety of career opportunities across different software sectors.

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