Full-stack Engineer, Generative Ai

Marsh

**
React with typescript
Nestjs/nodejs or fastapi/django
Llm api integration
** Marsh is seeking a Full-Stack Engineer specializing in Generative AI to join their technology organization. The role involves designing, developing, and maintaining AI-enabled web applications, requiring a blend of frontend and backend technologies, as well as experience with Large Language Models. **

Job Summary

  • Contribute to the design, development, and operation of AI-enabled web applications across the full stack, integrating modern frontend and backend frameworks, Large Language Models (LLMs), and cloud-based infrastructure.
  • Evolve proofs of concept into production-ready, enterprise-grade solutions, owning end-to-end feature design and implementation.
  • We foster a vibrant and inclusive culture where you can work with talented colleagues to create new solutions and have impact for colleagues, clients and communities.

Matching Summary

Match Score: 75

** Marsh is seeking a Full-Stack Engineer specializing in Generative AI to join their technology organization. The role involves designing, developing, and maintaining AI-enabled web applications, requiring a blend of frontend and backend technologies, as well as experience with Large Language Models. **

Skills & Requirements

Must-have

  • React with TypeScript
  • NestJS/NodeJS or FastAPI/Django
  • LLM API integration
  • Cloud platform deployment (AWS/Azure)
  • SQL and NoSQL databases
  • Agile delivery teams

Nice-to-have

  • Retrieval-Augmented Generation (RAG)
  • LangChain, LlamaIndex, CrewAI
  • AI agents and prompt engineering
  • Applied generative AI techniques

Key Requirements

  • 3-4 years professional software engineering experience
  • 1-2 years LLM hands-on experience
  • Frontend framework proficiency
  • NestJS / NodeJS experience
  • FastAPI or Django experience
  • RESTful APIs understanding
  • Cloud systems deployment experience

Work Rights

Not specified

Tailored Resume

Cover Letter