This is an attempt to understand the data-science job market in Singapore. The main objective is to address worries and questions faced by budding data scientists or business analysts. We will follow through with some conclusions supported by real-world data.
The workflow is as follows:
- Web-scrape all November 2019 job postings from Glassdoor, under the search terms: gd_scraper.py
- Data Scientist
- Business Analyst
- Data Analyst
- Conduct Exploratory Data Analysis gd_data_jobs_analysis_clean.ipynb
Requirements:
- Git
- Python3
$ git clone https://github.com/longwind48/glassdoor-data-analysis.git
$ cd glassdoor-data-analysis
$ pip install -r requirements.txt
# Visit localhost:9999 and input token to access jupyter notebook
- Add tests for scraper
- Add docstrings for all functions
- Write analysis in README
- Add requirements.txt