AI isn’t changing the place of the information analyst, as some had feared, however it’s making the information analyst’s job extra strategic, in accordance with new analysis from Alteryx.
As a substitute of being regarded upon as mere information mungers or spreadsheet jockeys, the information analyst’s function is being elevated to that of necessary decision-maker, in accordance with Alteryx’s 2025 State of Knowledge Analysts within the Age of AI report.
Alteryx’s report, launched at this time, says 87% of information analysts say their function has grow to be extra strategic for his or her organizations over the previous yr. What’s extra, 94% of the analysts say that AI is enhancing the strategic nature of their work.
“Higher administration more and more depends on my insights for making choices associated to product launches, value methods and useful resource allocations, as data-backed methods have decreased the dangers,” one senior information analyst for a shopper items firm instructed Alteryx, in accordance with the report, which you’ll be able to obtain right here.
Supply: State of Knowledge Analysts within the Age of AI report
The report says 85% of analysts declare they will “adapt quicker to shifting challenge scopes in comparison with a yr in the past,” with 95% attributing that enhance to AI. The report discovered 86% of analysts say AI has reshaped their duties, with 43% saying the change is “profound.”
“AI has reworked my function from being seen as primarily technical to being acknowledged as considerably central to technique and resolution making,” stated an information scientist from Singapore.
AI is making it simpler to mix information units, in accordance with 79% of the analysts in Alteryx’s survive, whereas 70% say AI and analytics automation make them simpler and environment friendly. Naturally, all this AI-driven automation has led to higher happiness, with 86% saying AI has improved their job satisfaction, Alteryx says.
Searching for job safety? Then studying AI abilities is an effective approach to obtain it, in accordance with the report, which discovered that 90% of analysts linked studying AI to profession development. Almost half of survey-takers say mastering AI expertise had a “vital impression on their very own development.”
This yr, solely 17% of information analysts surveyed specific concern over AI changing their jobs. That’s a 180 diploma flip from a yr in the past, when 65% stated they anticipated AI to take information analyst jobs over the following two to 3 years.
It wasn’t all puppies and unicorns, nonetheless. Knowledge complexity was the highest concern, reported by 51% of analysts, adopted by information high quality at 46% and privateness and safety at 44%. The standard information analyst nonetheless spends 10 to 11 hours per week amassing and getting ready information for evaluation, Alteryx says. A lot of that information munging work continues to be completed in a spreadsheet, which 76% of information analysts report as their principal software for the duty, in accordance with the report.
You possibly can obtain the report right here
The information analyst function is a essential one for organizations trying to leverage information, even because the function itself is altering as a consequence of AI, says Jay Henderson, SVP of Product at Alteryx.
“Leveraging AI as an on a regular basis software has boosted job satisfaction and reclaimed precious hours for analysts. For organizations, the problem is to optimize these productiveness beneficial properties. This entails constructing a tech stack to handle superior AI purposes successfully. Plans to implement AI throughout workforces should go hand [in] hand with offering information staff the instruments that persistently validate confidence in AI outputs. A robust place to begin is figuring out whether or not your information preparation capabilities can meet these shifting calls for.”
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