We are seeking an AI Engineer (Full Stack Java) to help build the next generation of AI-enabled healthcare applications as part of a major modernization of legacy systems.
This role will focus on building AI-powered user experiences and backend services that integrate machine learning, LLMs, and intelligent automation into modern healthcare workflows.
You will work across the full stack—from building Java-based backend services to developing modern React-based front-end applications, enabling AI-driven capabilities across the platform.
Responsibilities
- Design and build AI-enabled applications that enhance healthcare workflows and operational systems
- Develop backend services using Java and Spring Boot within a microservices architecture.
- Build modern React-based user interfaces that surface AI insights and automation.
- Integrate machine learning models, LLMs, and AI services into application workflows.
- Develop and maintain APIs and microservices supporting AI-driven features
- Collaborate with data engineers and ML engineers to integrate models into production systems.
- Participate in the modernization of legacy applications into scalable cloud-native services.
- Work across the stack to improve performance, scalability, and reliability
- Contribute to architectural decisions and engineering best practices.
Required Experience
- 5–8 years of professional software engineering experience
- Strong backend development experience with Java and Spring Boot
- Experience building microservices-based architectures
- Modern front-end experience with React
- Experience designing and consuming REST APIs
- Experience working in cloud environments (AWS, Azure, or GCP)
- Familiarity with AI/ML integrations, LLM APIs, or AI-powered features
- Experience working with modern DevOps and CI/CD practices
- Strong collaboration and communication skills in a distributed team
Preferred Experience
- Experience building AI-enabled products or intelligent applications
- Exposure to LLM platforms (OpenAI, LangChain, vector databases, RAG architectures)
- Experience in modernizing legacy enterprise systems
- Familiarity with healthcare systems or regulated environments
- Experience with event-driven architectures and distributed systems
- Experience working in Agile development environments
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What We Do
Doran Jones Inc. (DJI) is the leading financial services Data Engineering and Application Development firm, specializing in Capital Markets, Risk, and Regulatory Compliance. We are US-based, helping our clients fill gaps in capacity and expertise, reduce risk, and accelerate change. Our leaders average over 25 years of experience in Financial Services and Technology. DJI is repeatedly engaged by the largest and most complex clients for our Agile transformation expertise and practical understanding of the critical relationship between data, architecture, and application development. DJI has a mission to place more people from non-traditional backgrounds into sustainable technology careers. Through partnerships with non-profit technology programs in underserved communities and Veteran organizations, candidates transition from tech training programs into real IT careers at DJI. Our unique recruitment policy allows us to create exceptional teams, bringing a broad spectrum of experience to our company and creating anything but a traditional consulting firm. DJI is a wholly-owned subsidiary of McLaren Strategic Ventures, a private equity firm, that invests in start-ups and scale-ups. They provide a full range of highly trusted domain consulting, advisory services, and innovative technologies globally. Doran Jones is able to offer a broad range of technology, deeper AI and machine learning tools, data intelligence, alternative resourcing capabilities, and capital access to invest and digitize at scale. Our clients benefit from this unique portfolio allowing them to accelerate the pace of their own digital transformations through innovative products and services designed around industry-wide issues.
