In this project, we assume the role of a Data Analyst recently hired by a global IT and business consulting services firm renowned for its expertise in IT solutions and its team of highly experienced IT consultants. To keep pace with evolving technologies and remain competitive, our organization regularly analyzes data to identify future skill requirements.
As a Data Analyst, you will assist with this initiative by collecting data from various sources and identifying trends for this year's report on emerging skills.
Our first task is to collect data on the top programming skills that are in high demand from various sources including:
- Job postings
- Training portals
- Surveys
- Collect survey data & explore its content
- Web Scraping
- APIs
- Request library
- Exploratory Data Analysis (EDA)
- Analyzing data distribution
- Handling outliers
- Correlations
- Highlight distribution of data
- Show relationships, composition, and comparison of data
- Dashboards