Full Stack Engineer

Full Stack Engineer (AI/RAG Applications)

12-month contract

Remote


Brooksource is currently hiring a team of Full Stack Engineers to support a Fortune 10 healthcare client. This team will be dedicated to developing cutting-edge applications leveraging Retrieval-Augmented Generation (RAG) and other AI technologies. We are seeking individuals with 3+ years of experience in full stack development with experience in the healthcare industry.


Key Responsibilities

  • Design, build, and maintain scalable full-stack solutions, integrating sophisticated AI models and advanced data retrieval mechanisms into intuitive, scalable, and responsive applications. Applications integrating Retrieval-Augmented Generation (RAG)-based AI solutions.
  • Develop responsive, intuitive user interfaces leveraging modern JavaScript frameworks (React, Angular).
  • Design, build, and maintain AI-driven full-stack applications leveraging Retrieval-Augmented Generation (RAG, Vue) to deliver seamless AI-driven user experiences.
  • Build robust backend APIs and microservices that interface with AI models,) and related AI technologies vector databases, and retrieval engines.
  • Integrate Large Language Models (LLMs), embeddings, vector databases, and search algorithms.
  • Collaborate closely with AI/ML specialists, product owners, and UX designers to translate complex AI capabilities into user-friendly interfaces.
  • Collaborate closely with data scientists, machine learning engineers, and product teams to define APIs and backend services to requirements, optimize AI integration, and deliver innovative features support RAG model integrations and real-time data retrieval.
  • Develop responsive front-end interfaces utilizing modern frameworks.
  • Create and manage RESTful and GraphQL APIs to facilitate efficient, secure data exchange between frontend (React, Angular, Vue) that seamlessly interact with AI backend services.
  • Ensure robust security measures, scalability, and performance components, backend services, and AI engines.
  • Participate actively in code reviews, architecture decisions, and Agile ceremonies, ensuring best practices in software engineering and optimization of AI-integrated applications.
  • Participate actively in code reviews, technical design discussions, and agile ceremonies.
  • Troubleshoot, debug, and enhance performance of both frontend and backend systems, focusing on AI latency, accuracy explore emerging AI trends and technologies, proactively recommending improvements, and scalability.


Qualifications

  • Bachelor’s degree in computer science, Engineering, or a related technical discipline.
  • 3+ years of experience in full-stack software engineering, with demonstrated, Engineering, or related discipline.
  • Proficiency experience integrating AI/ML services.
  • Strong proficiency in front-end technologies including HTML, CSS, JavaScript, and frameworks such as React, Angular, or Vue.js.
  • Strong backend skills in Node.js, Python, Java, or .NET, particularly experience building RESTful APIs and microservices.
  • Hands-on experience integrating AI/ML models, particularly NLP- Experience integrating AI and NLP models, including familiarity with Retrieval-Augmented Generation (RAG), OpenAI APIs, LangChain, or similar frameworks.
  • Proficiency with relational-based Large Language Models (e.g., GPT, BERT, LLaMA).
  • Familiarity with RAG architectures, vector databases (e.g., Pinecone, We and NoSQL databases (PostgreSQL, MongoDB, etc.) and familiarity with vector databases (aviate, Milvus) and embedding techniques.
  • Experience with RESTful APIs, GraphQL, microservices, and cloud-native architecture (AWS, Azure, GCP). e.g., Pinecone, Chroma, Weaviate) is a plus.
  • Solid understanding of databases (SQL/NoSQL) and data modeling best practices.
  • Experience with version control systems (Git), CI/CD pipelines, and containerization (Docker of version control (Git) and CI/CD pipelines.


Eight Eleven Group provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, national origin, age, sex, citizenship, disability, genetic information, gender, sexual orientation, gender identity, marital status, amnesty or status as a covered veteran in accordance with applicable federal, state, and local laws.