Staff Full Stack Applications Engineer (AI Apps Focus)
GeneDxAbout the role
Summary
As a public and profitable company, we have ambitious plans to scale and enhance our AI-powered products and services. We're looking for software engineers who can work holistically to design strategic AI application solutions that go beyond just writing code. A strong track record in understanding business needs, communicating effectively, and delivering impactful AI-driven results is essential, along with leadership qualities to guide and inspire colleagues.
As a Staff Full Stack Engineer, you'll play a key role in advancing our AI technology platform and building intelligent software products that make a meaningful impact. You'll have the opportunity to lead large-scale technical efforts across multiple platforms that address our long-term AI strategy. You'll be expected to propose novel solutions to real-world business challenges using AI, work cross-functionally with engineering and non-engineering peers, and drive innovative solutions that enhance our user experiences through intelligent interfaces and workflows. The ideal candidate will also have a track record of being an effective thought leader and improving engineering best practices across the organization.
Job Responsibilities
- Design, develop, and maintain high-quality, full-stack AI-enabled software solutions that are scalable, reliable, and easy to maintain.
- Build data-intensive chat interfaces that effectively harness AI capabilities and provide exceptional user experiences.
- Develop provenance-aware form fills and intelligent summarization features that enhance productivity and accuracy.
- Create flexible, reusable frameworks for building AI-enabled applications that can be leveraged across the organization.
- Lead architecture and system design efforts for complex, distributed AI applications, ensuring alignment with long-term business and technical goals.
- Collaborate with cross-functional partners in product, design, and business teams to translate strategic AI initiatives into technical solutions.
- Mentor and coach engineers, fostering a culture of technical excellence, continuous learning, and knowledge sharing around AI application development.
- Champion engineering best practices and drive initiatives that improve system performance, code quality, and developer productivity across the organization.
- Be tech lead of a small squad of full stack engineers, providing technical direction, mentorship, and hands-on support.
Education, Experience, and Skills
- 8+ years experience in full stack software development with a strong focus on modern web applications.
- Expert-level proficiency in TypeScript with extensive experience building production-grade front-end applications.
- Strong proficiency in Python for backend development, particularly in AI/ML integration contexts.
- 7+ years experience building large-scale front-end applications using React (highly preferred) or other modern frameworks (Vue, Angular).
- 7+ years experience developing back-end services and APIs in a distributed, service-oriented architecture using multiple paradigms (e.g. REST, RPC, GraphQL).
- Demonstrated experience building AI-powered user interfaces, including conversational interfaces and intelligent data processing workflows.
- Strong experience with data modeling using multiple database and storage types, particularly for AI application contexts.
- 5+ years experience designing and deploying resilient and scalable distributed services in the cloud using Docker and Kubernetes (e.g. AWS, GCP, Azure).
- Applied knowledge of multiple architectural paradigms and design patterns for AI applications.
Bonus Points For
- Experience with AI SDK, assistant-ui, or similar AI application typescript frameworks.
- Experience building document viewing and manipulation interfaces, particularly with PDFs.
- Prior healthcare / health tech experience, or experience in other regulated industries, particularly with data privacy and compliance requirements.
- Experience with LLM integration, prompt engineering, and RAG (Retrieval-Augmented Generation) architectures.
- Contributions to open-source AI application projects or frameworks.
~
Science - Minded, Patient - Focused.
At GeneDx, we create, follow, and are informed by cutting-edge science. With over 20
Apply for this role
Generate a tailored application kit with a matched cover letter, interview prep, and CV highlights — in under 60 seconds.
Apply Now →Generate Application KitFree account required — sign up in 30s