[SO] Web Apps AI Engineer (Full-Stack + LLM/ AI)
Core
Design, develop, and deploy AI-driven web applications combining Large Language Models (LLMs) with robust full-stack architectures to support Bosch Group's internal service chains.
Role type
Senior Full-Stack AI Engineer (LLM/ML)
Builds
Scalable web applications, AI services, RAG pipelines, and LLMOps workflows for internal enterprise use cases.
Domain
Enterprise IT / AI Engineering / Full-Stack Development
Deliverable
production ML models | product features
Required skills
Python, JavaScript/TypeScript, React, Node.js, FastAPI, PyTorch, Hugging Face Transformers, LangChain, Vector Databases (FAISS, Pinecone), PostgreSQL, Docker, Kubernetes, CI/CD
Preferred skills
Experience with AWS/GCP/Azure, Semantic search, Prompt engineering, AI safety
Technologies
React, Next.js, Vue, Node.js, Python, FastAPI, Flask, PyTorch, TensorFlow, Hugging Face, LangChain, LlamaIndex, PostgreSQL, MongoDB, Redis, FAISS, Pinecone, Docker, Kubernetes, AWS, GCP, Azure
Responsibilities
Design and maintain scalable web applications using modern front-end and back-end frameworks; Design APIs and services to interface with ML models and data pipelines; Integrate cloud services and manage infrastructure; Design, fine-tune, and optimize LLMs for specific use cases; Build RAG pipelines and LLMOps workflows; Implement AI safety, prompt engineering, and performance monitoring.
Seniority
Senior, hands-on IC