Zendesk offers modular service and support software that’s built for enabling customer communication. The most basic plans are priced per user so even the smallest businesses have a dedicated software for customer interactions. Track customer support tickets within an email-like interface where support teams can collaborate. You can also opt for specialized tools that centralize interactions from all over the web, making customer connections easier to manage.
Data mining is the extraction of consumer information from a database by utilizing software that can isolate and identify previously unknown patterns or trends in large amounts of data. There is a variety of data mining techniques that reveal different types of patterns. Some of the techniques that belong here are statistical methods (particularly business statistics) and neural networks, as very advanced means of analyzing data.
There is a common reference to a “shift left” approach in modern development practices. This term refers to the advent of testing software earlier in the development cycle than traditional methods. Developers are now responsible for, and held accountable to, testing their code as they create it (sometimes before it's developed, but more on that later). Also, test professionals capable of a higher level of technical expertise, including the ability to write code (automation code), are in demand and job titles often go by a variety of names.