Data Science Project - Job Metric

Members: Shanli Ding, Qihang Mao, Qiuyang Fu

Intro to Job Metric Project

This project is used to analyzed the software engineer's job market.
We analyzed in 3 aspects from a job's description :

1. Job's titles : Machine Learning, SDE, Data Scientist......
2. Job's descriptions : what kind of people employers desire to hire
3. Job's skill requirements : what kind of skills is popular for those positions

According to our results, the top 3 positions are :

1. Software Engineer (general)
2. Data Scientist
3. Machine Learning

As we analyzed the key words in all jobs' descriptions, we concluded that all positions strongly requires employees know how to Team-Work

After we contracted all skill-related information from the raw data set, and we calculated a programming language list which indicates the language that is in high demand :

1. Python
2. C++
3. Java
4. SQL
5. JavaScript

We have referenced with Toibe index

If you need more details about this project, please take a look at our project report.