I have collected the Questions that helped me get several data job' offers,
you don't need to know them all, but it's better to have an overview
including:

• Data scientist,
  
• Machine learning Engineer,
  
• NLP Engineer,
  
• Data Engineer.

Note that the answers provided are simply notes intended to serve as a quick reminder, and may not always be the definitive answer.