Why Data Science Might Just Not be Worth It

by Mukesh Kumar Tech Expert

The intended most up to date activity of the twenty first century won't be so warm after all. Data science has been with us for a while now, and it’s not only a buzzword. Both human beings and organizations have applied it to create cost and money, however is it clearly a career of the future?

If you’re doing whatever software program associated you’ve possibly taken into consideration the choice of switching to the sector of data science. And why shouldn’t you, the roles are supposedly everywhere, salaries are normally better than in software program development, and having the word “scientist” on your task identify might make your mom proud.

Well, perhaps now no longer the final one, however you get the point.

The consciousness nowadays will mostly be at the terrible matters due to the fact the Internet is complete of “why you need to grow to be a facts scientist” and “examine facts technological know-how in a month” sort of articles.

With that being said, the appropriate reader is a person who is aware of what is going to be the advantages from enrolling withinside the area however might additionally need to recognise what are the viable draw back. Also, a person who’s already withinside the area for some time may additionally locate those factors beneficial too.

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Data Science is Boring

Yes, you’ve examine that right. Most of the data science boils right all the way down to facts extraction from the supply desk(s), doing some aggregations and calculations down the street after which storing effects withinside the new desk that is appropriate for analysis. Well, that describes an ETL method perfectly, now no longer data science.

Further, you’d spend a while cleansing and getting ready data, which all over again isn’t basically facts technology-related. Finally, we've the phase which offers with predictive modeling — this one additionally isn’t new, however won in reputation plenty withinside the closing couple of years.

Data Science is Getting Automated

Or at least, the amusing elements of it. You know, the buzzwords which made you sign up withinside the area withinside the first place. Stuff like predictive modeling, device learning, etc. Don’t get me wrong, a whole lot of stuff can’t be automatic here (yet), however a great part of it already is.

And that’s sad, due to the fact at the same time as hundreds have been involved approximately ordinary jobs getting automatic we’ve sincerely automatic the whole thing thrilling approximately our job. Nice.

Try to consider this each as a worker and an employer. Is the slightly higher version produced through a crew of statistics scientists sincerely really well worth the time and money? It is, for a few companies, however maximum of them might be flawlessly first-rate with what “agency cloud environment” spit out.

Job Listings are Just Awful

Go over in your preferred process list internet site and look for data science jobs. You’d anticipate talents like SQL, Python, R, Statistics to pop up — and you’d be virtually proper to make this assumption. The hassle is, the ones could be best 30% of the requirements!

Some others can also additionally consist of programming in general, APIs, model controlling, and perhaps even a few frontend talents. And that sucks for you.

Even in case you are coming from the software program developer historical past and feature all the stated talents below your belt, there nevertheless isn’t that jobs in data science.

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Created on Mar 8th 2022 04:22. Viewed 234 times.

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