**Problem to solve:** Investigate market trends for data science roles.</p>
**The context:** An employee recruiting firm, DataSearch, needs to uncover job trends.</p>
**The dataset:** A fictitious collection of key details from the job postings industry.</p>
**The task:** Discover trends in jobs and skills within data science.</p>
**Key characteristics of the data:**
* Key details from job postings from 2017 to 2021 for jobs in the Data and Analytics industry.
* Each row correlates to a specific job posting in time.
* One table containing 19 columns.

**Key insights:**
* As years of experience increase for a job, so does the associated salary.
* There is a correlation between job position level (Internship — Executive) and years of experience for a job.
* About half of the jobs are aimed at Mid-Senior position levels.
* Job postings from 2017 to 2021 are trending upward.
* Tech industries need data science roles the most.
* Data Analyst is the most popular role in data science.
* Some job postings list up to 10 different required skills for a job.
* Analyst jobs require Tableau as one of the top 3 skills.