{"id":70704,"date":"2024-11-15T19:16:08","date_gmt":"2024-11-15T13:46:08","guid":{"rendered":"https:\/\/www.uplers.com\/blog\/"},"modified":"2024-12-04T18:54:37","modified_gmt":"2024-12-04T13:24:37","slug":"ai-in-hiring-how-llms-enhance-candidate-screening-and-quality","status":"publish","type":"post","link":"https:\/\/www.uplers.com\/blog\/ai-in-hiring-how-llms-enhance-candidate-screening-and-quality\/","title":{"rendered":"AI in Hiring: How LLMs Enhance Candidate Screening and Quality"},"content":{"rendered":"

Using LLMs (ChatGPT or Claude or Gemini or any other LLM) to get confidence about the strength of a candidate from CV.\u00a0<\/span><\/p>\n

It’s been industry talk that AI will take away jobs, but rather there are few like us who believe that AI will facilitate and help humans to perform much better.\u00a0<\/span><\/p>\n

Lets talk about a scenario that a recruiter faces daily with most of the hiring managers.\u00a0<\/span><\/p>\n

\"Timeline<\/p>\n

My observations\u00a0<\/b><\/h2>\n

Same concerns kept happening with our recruiters too, who were serving global customers hiring directly here in India for remote global jobs.\u00a0<\/span><\/p>\n

How did we build a solution using LLM to help our recruiters get confident or improvise better over their submissions.\u00a0<\/span><\/p>\n

All recruiters can use this technique and surprise a lot of hiring managers by giving insights which are beyond CV, with right interpretation of candidate profile and asking right questions post interpretation.\u00a0<\/span><\/p>\n

What you can do to make it better?<\/b><\/h3>\n

We can start using LLMs. You can pick up any LLM technology like <\/span>ChatGPT<\/span><\/a> or <\/span>Claude<\/span><\/a> or <\/span>Gemini <\/span><\/a>and start using the right prompts to fetch the right details.\u00a0<\/span><\/p>\n

Step 1\u00a0<\/b><\/p>\n

Once you apply all your booleans, filters or search and identify a few resumes which you feel are worth calling, before calling start with this step. Copy entire Resume content or copy linkedin profile (we would suggest to use CV as Linkedin profile may not include projects).\u00a0<\/span><\/p>\n

Step 2\u00a0<\/b><\/p>\n

Use prompt:<\/span><\/p>\n

Context : <\/b>Please act as an hiring manager and analyze this resume for potential red flags and areas of concern against the job description provided.\u00a0<\/span><\/p>\n

Categories & prompts to use to focus on:\u00a0<\/i><\/b><\/p>\n