Survival Analysis is used in Reliability Engineering. However, various kinds of datum for reliability are taken through observations of life testing, market. Then, Time Series Analysis and Multivariate Analysis are useful in Reliability Engineering.
Data Science is applied to analyze failure phenomena, and the results are considered for designing items.