Predicting one's Job Salary Range
This project filters out irrelevant jobs and helps in determining in which country, industry and job type earns the most, as well as how much are they potentially worth in an industry based on their skills relevant to their industry
Problem Statement
There is a Question Mark for people trying to match jobs in different industry with different skill sets including different salary ranges
This prevent fresh graduates from missing out on better opportunities with a better salary
With this project, this can give students a heads-up on what job type/ location/ industry to pursue in
How it works
We scrape job listings from StartUpJobs.asia, a job website for asia startups
We extract data such as: job type, salary range, skills required, industry and location of the company
We then spilt the extracted data according to salary against different locations, job types, industries and skills
Thereafter, we perform regression analysis on the data