AI isn’t changing the place of the info analyst, as some had feared, however it’s making the info analyst’s job extra strategic, in accordance with new analysis from Alteryx.
As an alternative of being seemed upon as mere information mungers or spreadsheet jockeys, the info analyst’s function is being elevated to that of necessary decision-maker, in accordance with Alteryx’s 2025 State of Information Analysts within the Age of AI report.
Alteryx’s report, launched at present, says 87% of information analysts say their function has change into 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 choices associated to product launches, value methods and useful resource allocations, as data-backed methods have diminished the dangers,” one senior information analyst for a shopper items firm informed Alteryx, in accordance 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 challenge scopes in comparison with a 12 months in the past,” with 95% attributing that improve to AI. The report discovered 86% of analysts say AI has reshaped their obligations, with 43% saying the change is “profound.”
“AI has remodeled my function from being seen as primarily technical to being acknowledged as considerably central to technique and resolution making,” mentioned a knowledge 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.
In search of job safety? Then studying AI abilities is an efficient strategy to obtain it, in accordance with 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 influence on their very own development.”
This 12 months, solely 17% of information analysts surveyed categorical 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, nevertheless. 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 amassing and making ready information for evaluation, Alteryx says. A lot of that information munging work remains to be performed in a spreadsheet, which 76% of information analysts report as their foremost software for the duty, in accordance with the report.
You’ll be able to 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 software has boosted job satisfaction and reclaimed priceless hours for analysts. For organizations, the problem is to optimize these productiveness good points. 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 constantly validate confidence in AI outputs. A robust start line is figuring out whether or not your information preparation capabilities can meet these shifting calls for.”
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