Data Operations
topic on 2 shows · 3 statements across 3 episodes
3 statements about Data Operations, every show
Saxena: Enterprise data customers will demand automated remediation over mere alerts
“Because I believe, and this is one of the thesis we have, is customers won't just want to know what happened, they're like, fix it, and then tell me what happened, right? So the ability to fix it is going to be the key and most critical piece of this whole equ…”
Data operations require specialized software engineering rigor and tools
“What really needs to happen in this data space is the software kind of engineering of vacation of data. The acknowledgement that this is not an off outsourceable thing anymore, that this requires software engineering process specialized for the data domain and…”
Douetteau: Future data ops roles will bridge system scalability and ML metrics
“I think a challenge would be in the future to have, like specialized people for operations on data that will need to understand well scalability issues from a system administrator perspective, but also what F-one score is, because they will need to be, ah, sma…”