Context

I will graduate from my postgraduate study at the University of Exeter in 2021 and want to start my career in London as soon as possible in a data science role.

Those who are seeking jobs like me probably are suffering from which skills should be improved to get a better job. In this context, I scraped the Indeed website and collected information with various queries such as Data Scientist, Data Engineer, Big Data etc. It is scraped around on 2020 July 22th and the information collected are: Job Title, Location, Company Name, Salary, Description.

Content

• indeed-uk.csv: If you want to explore the job market around London, download this one because it aggregates all information and cleans the jobs that are dupliccated.
• all other files: If you want to explore a specific job title, you can download any of them. I tried to separate them into different CSV files however it may contain some noises.

Acknowledgements

Special thanks to Indeed company!

Also thanks to @sl6149 for his similar dataset.

Inspiration

If you have no clue where to start, check my github repository for inspiration.

Possible Questions:

• Who gets hired? What kind of talent do employers want when they are hiring a data scientist?
• Which location has the most opportunities?
• What skills, tools, degrees or majors do employers want the most for data scientists?
• What's the difference between a data scientist, data engineer, and data analyst?
• Can you develop an efficient classification algorithm to differentiate the three job types above?