Analysis of univariate distributions

Use in data science:

Almost everywhere
Dash-boarding, reporting and on-going analysis
Modelling for risk assessment
Understanding population trends

Applicable mathematics:

Calculus (as used by basic probability) including integration and differentiation
Use of indicator functions
Use of methods such as kernel density estimation