AI will automate 25-50% of white collar work together with knowledge evaluation. Does that may knowledge groups shrink in measurement?

Quite the opposite, whereas AI can automate some work, it’s going to additionally demand way more from knowledge groups.

Typical duties – writing SQL & charting knowledge – will turn into principally automated. This ease of use will allow knowledge groups to focus elsewhere : on the ocean of demand for knowledge coming from the perimeters of the corporate.

AI will infuse advertising and marketing, gross sales, buyer help, product, & engineering in new methods – almost all of it requiring knowledge to ship price financial savings & productiveness boosts.

The information group will bear the accountability of offering the information, validating it, & guaranteeing that it meets each inside & exterior requirements/compliance.

Information groups will turn into necessary contributors in software program procurement. As departments consider new AI tooling, knowledge groups will validate the approaches & the fashions to make sure they work as promised.

After deployment, knowledge groups could also be liable for tuning & optimizing totally different AI options enabled by AI-infused software program purposes. Information groups will debug purposes with fashions, unearthing challenges with them similar to which coaching knowledge is required to complement a mannequin & offering that knowledge.

AI will exert larger calls for on knowledge groups. They may function at a larger layer of abstraction. However extra individuals will probably be wanted to workers the pipelines & monitor the fashions that may energy enterprise methods.