Guys, GenAI/Agentic AI or Traditional ML/DL Research & Model building?

Looks like anyone from a software engineering background can enter GenAI and the workflows are getting automated. I am into pure DL research, model development and fine tuning from the last 9 years.

What should be the path now? Continue the same or move totally to GenAI or Agentic ?

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Definitely move to GenAI/Agentic AI unless your domain is very niche and requires finetuning using PEFT techniques.
No one is building models from scratch for production, either doing LLM finetuning or shifting towards RAG/GenAI.
Research is being done by big giants and OpenAI is mostly used in industries.

Anyone cannot enter, you require past experience in ML or skillsets and knowledge as well of ML algorithms as it will be checked in interviews.

I truly agree. I mean that for GenAI any application developers can easily enter. They need not have to know much about Model building. They should know how to build an application using those black boxes. Its more of software engineering than Data science. But for Data Science it's difficult for experienced software developers to transition.

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