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 a substitute of being appeared upon as mere information mungers or spreadsheet jockeys, the information analyst’s position 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 as we speak, says 87% of knowledge analysts say their position has develop 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, 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 quicker to shifting undertaking 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 remodeled my position 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 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.
On the lookout for job safety? Then studying AI abilities is an effective solution to obtain it, in response to the report, which discovered that 90% of analysts linked studying AI to profession progress. Practically half of survey-takers say mastering AI know-how 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 subsequent two to a few 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 everyday information analyst nonetheless spends 10 to 11 hours per week gathering and getting ready information for evaluation, Alteryx says. A lot of that information munging work continues to be achieved in a spreadsheet, which 76% of knowledge analysts report as their essential instrument for the duty, in response to the report.
You’ll be able to obtain the report right here
The information analyst position is a important one for organizations seeking to leverage information, even because the position itself is altering on account of AI, says Jay Henderson, SVP of Product at Alteryx.
“Leveraging AI as an on a regular basis instrument has boosted job satisfaction and reclaimed worthwhile hours for analysts. For organizations, the problem is to optimize these productiveness good points. This includes constructing a tech stack to handle superior AI functions successfully. Plans to implement AI throughout workforces should go hand [in] hand with offering information employees the instruments that constantly 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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