It certainly is a good tool for that use case. Watson NLP will take a lot of training, though. I'd recommend using watsonx.ai to build an LLM based solution that'll give you faster time to value.
My one caution is that you should discuss this with your legal team, there's a lot of litigation in progress on the topic of AI in recruiting.