Really enjoyed the overview of attributes for the human data entities. No fluff or big buzz words... your videos are an oasis of simplicity and structuredness in hype-filled analytics land.

Thanks for the overall view of a data team. It would be great to have a video zooming in on the Analytics Engineer position. It is quite new and rising and I would like to know how to get into that type of role from a data analyst position.

I have learned so much from your videos, they are fantastic. As a recent college grad and aspiring data engineer, I regularly check out your videos. Keep up the great work and thank you for sharing your knowledge with us all!

Hello, I just want to say, your channel and the data janitor are providing no fluff no bs content in the data space. This really helps me set realistic expectations to enter the space. Thank you!!

Super video. Very much satisfying that we got all clear Information.

An invaluable video to help locate respective roles in the heirarchy and understand progress options.

My role as described by you is data engineer / analytics engineer but my title is data architect. I do ETL and modeling / creating / loading of all data from staging to reporting layers.

How do you transition from data engineer to data architect? I have search for some courses, certifications for data architecture ( in particular with cloud/Azure) and could not find anything. Could anyone suggest some?

I have been watching your videos without subscribing all along ,only to discover that now .