Absolutely NO to freshers / inexperienced team members. Team members should be able to handle requirements, code using LLMs / Vibe Coding but should understand the domain clearly and build agents / ml models as microservices to each business need.
For LLMs, they use Mistral AI, are mostly on Azure, use Element Platform for ML and LLMs.
For Operations Research they use CPlex (IBM) and PuLP