Finding Candidates With Specialized Skills Using AI

One thing I've noticed is that these AI tools often struggle with soft skills or cultural fit, which are pretty important for niche roles too.

Are there any AI tools that specialize in healthcare or biotech niche skills? Those fields are so specific, it’s hard to find anyone remotely close sometimes.

AI for this stuff is cool but sometimes it throws out weird matches that don't really fit the niche. You gotta be ready to tweak your search terms and parameters a lot.

I’ve seen some newer AI tools that also analyze candidate videos or interviews to assess communication skills and niche expertise. Pretty futuristic stuff.

Does anyone know if there's AI out there that can scan GitHub or other portfolios to identify super niche developers? That would save hours of digging around manually.

My biggest frustration is false positives — the AI picks candidates that look good on paper but don’t actually have the niche experience. Anyone else face this?

I’m curious if these AI tools also help with diversity and inclusion while finding niche skills? Like, can it avoid bias?

I've been using AI sourcing tools for a few months now and honestly, it’s cut down the time to find specialized talent by like half. The key is feeding it really detailed criteria.

I've tried a few platforms that use AI-focused search filters and they've definitely helped narrow down candidates way faster than manual searches. Still, sometimes the AI misses out on subtle skills that only come up in conversations though.

Has anyone combined AI sourcing with traditional headhunting for niche skills? Would love to know if mixing both works better.