Hard Skills
ExpertDesign of Experiments (DOE)The process of planning a study to meet specified objectives through the systematic manipulation of variables to observe effect on a physical system.
IntermediateStatistical Process Control (SPC)Applying statistical methods to monitor and control a process to ensure it operates at its full potential and produces conforming products.
AdvancedReliability and Survival AnalysisStatistical techniques for modeling the time until an event occurs, such as equipment failure or material degradation.
ExpertBayesian InferenceA method of statistical inference in which Bayes' theorem is used to update the probability for a hypothesis as more evidence or information becomes available.
AdvancedPredictive ModelingDeveloping mathematical models that use historical data to forecast future outcomes in physical systems or engineering performance.
AdvancedMonte Carlo SimulationUsing repeated random sampling to obtain numerical results for complex physical systems that might be deterministic in principle but difficult to solve otherwise.