I applied online. The process took 1 week. I interviewed at Bayan-Tech (Cairo, Cairo Governorate) in Jun 2025
Interview
The interview process consisted of a single technical interview focused on AI applications, especially in the domain of LLMs and RAG (Retrieval-Augmented Generation). It was conducted remotely and lasted around 45 minutes. The discussion included questions about multi-agent systems, fine-tuning language models, and real-world deployment considerations.
Interview questions [1]
Question 1
They asked about the types of RAG models,llms models how to fine-tune them, what "agent" means in multi-agent systems, and the role of vector databases,agent roles in AI pipelines, and using vector DBs like FAISS or weaviate or mongodb for retrieval.
