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 response to new analysis from Alteryx.
As an alternative of being seemed upon as mere information mungers or spreadsheet jockeys, the information analyst’s function is being elevated to that of necessary decision-maker, in response to Alteryx’s 2025 State of Information Analysts within the Age of AI report.
Alteryx’s report, launched immediately, says 87% of knowledge 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 selections associated to product launches, worth methods and useful resource allocations, as data-backed methods have decreased the dangers,” one senior information analyst for a shopper items firm informed Alteryx, in response to the report, which you’ll be able to obtain right here.
Supply: State of Information Analysts within the Age of AI report
The report says 85% of analysts declare they will “adapt sooner to shifting mission scopes in comparison with a yr in the past,” with 95% attributing that improve to AI. The report discovered 86% of analysts say AI has reshaped their tasks, 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,” mentioned an information scientist from Singapore.
AI is making it simpler to mix information units, in response to 79% of the analysts in Alteryx’s survive, whereas 70% say AI and analytics automation make them more practical and environment friendly. Naturally, all this AI-driven automation has led to larger happiness, with 86% saying AI has improved their job satisfaction, Alteryx says.
In search of job safety? Then studying AI abilities is an efficient option to obtain it, in response to the report, which discovered that 90% of analysts linked studying AI to profession progress. Almost half of survey-takers say mastering AI expertise had a “important affect on their very own development.”
This yr, solely 17% of knowledge analysts surveyed specific concern over AI changing their jobs. That’s a 180 diploma flip from a yr in the past, when 65% mentioned they anticipated AI to take information analyst jobs over the following two to a few years.
It wasn’t all puppies and unicorns, nonetheless. Information 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 accumulating and getting ready information for evaluation, Alteryx says. A lot of that information munging work continues to be carried out in a spreadsheet, which 76% of knowledge analysts report as their most important device for the duty, in response to the report.
You possibly can obtain the report right here
The info analyst function is a vital one for organizations seeking 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 device has boosted job satisfaction and reclaimed invaluable hours for analysts. For organizations, the problem is to optimize these productiveness positive factors. 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 powerful place to begin is figuring out whether or not your information preparation capabilities can meet these shifting calls for.”
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