The overlooked GenAI use case: cleaning, processing, and analyzing data (opens in new tab)

(blog.sumble.com)

31 pointsantgoldbloom1y ago5 comments

5 comments

The level of meat in this article is higher than expected, I especially liked the extraction of corporate use-cases from job postings.

antgoldbloomOP1y ago

Appreciate the nice words. If you want to explore the data in more depth, you might enjoy poking around in this Marimo app: https://marimo.io/p/@sumble/gen-ai?show-code=false

You can see the full list of corporate use cases.

oatsandsugar1y ago

Incredible, thank you for sending that over!

roryirvine1y ago

The job posting links contained within the article all appear to be broken but, without having read them, my first question is whether they relate to projects that have committed to using LLMs in production, or whether it's just something that they might consider.

I strongly suspect that GenAI-type buzzwords are being used to 'tech-wash' corporate job listings in order to make them seem more exciting, in much the same way as blockchain jargon came to be used 5-6 years ago

antgoldbloomOP1y ago

It's a mix. Some companies write nice posts with very specific projects. Some are vague and full of buzz words. As an example, Trafigura have the nice pattern of posting a project the new hire will tackle in their first six months (e.g. https://sumble.com/l/z6m9djMq9H).

Link should be working now (albeit a bit slow). Seems like we have been receiving more than the usual amount of traffic today.

j / k navigate · click thread line to collapse

5 comments

oatsandsugar1y ago

The level of meat in this article is higher than expected, I especially liked the extraction of corporate use-cases from job postings.

antgoldbloomOP1y ago

Appreciate the nice words. If you want to explore the data in more depth, you might enjoy poking around in this Marimo app: https://marimo.io/p/@sumble/gen-ai?show-code=false

You can see the full list of corporate use cases.

oatsandsugar1y ago

Incredible, thank you for sending that over!

roryirvine1y ago

antgoldbloomOP1y ago

Link should be working now (albeit a bit slow). Seems like we have been receiving more than the usual amount of traffic today.

j / k navigate · click thread line to collapse