Step 1- Define the goal(s)
• What are the top skills required for data science jobs?
• Where are the most data science jobs located?
• Who are the top employers?
• Drill-in to top employers to see if correlation exists by searching media APIs.
Step 2- Actionable- what's the point of the story?
• To determine what are the desirable skillsets for Data Science applicants
• To determine what industries are most popular for data science (possible drill-in to search how many tech companies are in the radius)
Step 3- What data do you have and what data do you need?
• Monster and Indeed API to gather job descriptions and metadata
Step 4- What analysis needs to be done?
- Descriptive- sums/counts
- Predictive?
- Causal inference- dependent on data.