HyperHack-2023 - Extracting data from CVs using ChatGPT

HyperHack-2023 - Extracting data from CVs using ChatGPT

Use Case Description

Recruitment process often means that HR department must sift through many CVs. Not only to find the right candidate, but also to possibly keep records of prospective candidates which could be reached out to in the future. CVs often have various structure and finding the right information takes time. If the data has to be entered into a database or stored at other place, the time demand grows.

We automated the data extraction using UiPath and ChatGPT. We assume the CVs to be in native pdf format. Robot extracts text from pdf and requests data extraction via HTTP request. If the extraction is successful, robot inputs the extracted data into an excel report. However, the extracted data could be also easily entered into a database or directly into the software program used by HR department.


Other information about the use case

Industry categories for this use case: HR

Skill level required: Intermediate

UiPath Products that were used: UiPath Studio

Other applications that were used: MS Excel, OpenAI API

Other resources: -

What is the top ROI driver for this use case?: Accelerate growth and operational efficiency