Full Stack Developer - Generative AI Applications
WORK ABROAD| GLOBAL CAREERS | DIGITAL NOMADS- EUROPE Jobs| USA| CANADA| | Frannie
Currency Creek, South Australia, Australia · Full Time
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Job description
Job Overview
We seek an experienced Full Stack Developer to craft innovative Generative AI solutions utilizing technologies such as LangChain, LangGraph, FastAPI, AWS, and other cutting-edge AI and web tools. The successful applicant will have proficiency in both backend and frontend development and a passion for AI-driven products, capable of constructing scalable applications from inception.
Key Responsibilities
- Architect, build, and deploy scalable generative AI applications leveraging LangChain, LangGraph, and FastAPI.
- Create APIs and microservices that support Large Language Model (LLM) applications.
- Integrate diverse LLMs (including OpenAI, Anthropic, Hugging Face models) with customized business logic using LangChain.
- Develop and maintain responsive frontend interfaces using frameworks such as React.js, Next.js, or Vue.js.
- Utilize vector databases like Pinecone, FAISS, and Weaviate to implement Retrieval Augmented Generation (RAG) solutions.
- Enhance the performance of LLM pipelines, prompt strategies, and workflows.
- Collaborate cross-functionally with Data Scientists, Machine Learning Engineers, and Product Managers to deliver user-focused generative AI products.
- Produce clean, modular, well-tested, and comprehensively documented code.
Required Technical Expertise
- Proficient programming skills in Python and JavaScript/TypeScript.
- Hands-on experience with LangChain, LangGraph, and FastAPI frameworks.
- In-depth understanding of large language models, embedding techniques, prompt engineering, and GenAI workflow creation.
- Experience working with frontend development frameworks such as React.js or Next.js.
- Knowledge of vector databases and managing RAG implementations alongside LLM orchestration.
- Skilled in RESTful API design and third-party integration.
- Familiarity with cloud platforms including AWS, Google Cloud Platform, or Azure, and continuous integration/deployment methodologies.
- Solid grasp of software design principles and data structures.
Additional Details
Applicants will be joining a dynamic environment driven by innovation in AI technologies. This role is based onsite in Currency Creek, South Australia.