Note: The job is a remote job and is open to candidates in USA. Banyan Software is a company dedicated to acquiring and growing software businesses in specialized industries. They are seeking an experienced AI Engineer to design and implement AI-native capabilities within their healthcare SaaS platform, MedicatOne, focusing on building production-grade AI systems that enhance healthcare operations.
Responsibilities
- 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
- 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
- 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
- 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
Skills
- 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
- 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
Company Overview
Banyan Software is an IT company that helps in acquiring, building, and growing software businesses. It was founded in 2016, and is headquartered in Boston, Massachusetts, USA, with a workforce of 1001-5000 employees. Its website is https://banyansoftware.com/.