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 line with new analysis from Alteryx.
As a substitute of being appeared upon as mere information mungers or spreadsheet jockeys, the information analyst’s function is being elevated to that of vital decision-maker, in line with Alteryx’s 2025 State of Information Analysts within the Age of AI report.
Alteryx’s report, launched at this time, says 87% of knowledge analysts say their function has turn out to be extra strategic for his or her organizations over the previous 12 months. 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, value methods and useful resource allocations, as data-backed methods have lowered the dangers,” one senior information analyst for a client items firm instructed Alteryx, in line with 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’ll “adapt quicker to shifting mission scopes in comparison with a 12 months 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 determination making,” mentioned an information scientist from Singapore.
AI is making it simpler to mix information units, in line 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 larger happiness, with 86% saying AI has improved their job satisfaction, Alteryx says.
In search of job safety? Then studying AI expertise is an effective approach to obtain it, in line with the report, which discovered that 90% of analysts linked studying AI to profession progress. Practically half of survey-takers say mastering AI expertise had a “important influence on their very own development.”
This 12 months, solely 17% of knowledge analysts surveyed specific concern over AI changing their jobs. That’s a 180 diploma flip from a 12 months in the past, when 65% mentioned they anticipated AI to take information analyst jobs over the following two to 3 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 making ready information for evaluation, Alteryx says. A lot of that information munging work remains to be achieved in a spreadsheet, which 76% of knowledge analysts report as their major instrument for the duty, in line with the report.
You may obtain the report right here
The info analyst function is a essential one for organizations seeking to leverage information, even because the function itself is altering resulting from AI, says Jay Henderson, SVP of Product at Alteryx.
“Leveraging AI as an on a regular basis instrument has boosted job satisfaction and reclaimed priceless hours for analysts. For organizations, the problem is to optimize these productiveness positive aspects. This includes 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 constantly validate confidence in AI outputs. A powerful start line is figuring out whether or not your information preparation capabilities can meet these shifting calls for.”
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