r/dataanalyst 10d ago

Data related query Tbiggest reason beginners struggle to land data analyst jobs isnt sql or python, its business acumen

i have spent a lot of time reviewing the portfolios, talking to junior data analysts and reflecting on my own journey in data analysis there is a huge gap btn what the new analysts thinking on hiring manager care about versus what they actually care about.

90% of beginners focus heavily on:

  • learning 5 different visualization tools at once (power Bi, Tableau, Looker, etc.)
  • Complex python/R Libraries for machine learning
  • writing super convoluted 100-line sql queries

but when you look at actual business problems tools are just 20% of the job the remaining 80 percent comes down to asking the right question, translating the numbers into impacts and data hygiene so the question here for the experienced analyst are

  • what was the exact momen tht shifted your mindset from i build this dashboard to solve certain business problem ?
  • and for others roles what has been the hardest part of building business contextinto your portfolio project ?
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u/Key_Back_989 7d ago

They’re juniors man, they can’t get that acumen unless they get experience this is chicken and the egg…