Jobseeker AI

Creating an AI tool that can assist in the job search.

Overview

How might we help streamline the workflow of a job seeker by building an AI tool to help them?

In this case study, I’ll walk you through my process and how I designed an AI tool that scans a job description and edits your CV for a best match.

The job search can be overwhelming and time-consuming for job seekers.

Applicants often struggle to find the time to tailor each application to the requirements of the job postings.
The traditional process lacks personalization and can result in missed opportunities for both job seekers and employers.

With our AI assistance, job seekers can save time, increase their chances of finding the right job, and stay ahead of the competition.
Our AI tool utilizes machine learning algorithms to analyze the keywords from job descriptions and match them to your CV.
Can act as a single source of truth to keep all data relating to the job search in one place.

Using Make.com to create an automated sequence.
Once a job description is pasted in the user’s Airtable document, it triggers the sequence.
A webhook scrapes the data and sends it to ChatGPT where it passes through a prompt about collecting the keywords from the job description.
Next it passes through another ChatGPT prompt, creating an updated CV for the user based on the keywords.
The output then appears in the same Airtable document which can then be pasted into a Google Doc for final editing.
The sequence takes a few seconds to execute.

See the Job Seeker Pro AI tool in action.

Keep engineering the prompts in ChatGPT to give better output.
Offer the job seeker more features such as location, job search by industry, skills etc. to offer even more personalized job recommendations.