I was recently asked to explain in a bit more depth why I'm not willing to have an Amazon Echo (or, more specifically - Alexa), so I thought I'd write an answer down too.
Although the question was specifically about Alexa (being the best-known), the answer applies to alternatives like Google Home (now Google Assistant), Microsoft's Cortana and Sonos One.