--- title: Data Analyst Job: What Companies Actually Expect (Built... description: An analysis of over 22,000 data analyst job ads from 4,000+ companies across nearly 100 countries reveals the most requested skills, tools, tasks, and... canonical: https://daily.dev/posts/data-analyst-job-what-companies-actually-expect-built-from-22-000-ads--tmklgp3xr twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Data Analyst Job: What Companies Actually Expect (Built from 22,000 Ads) | daily.dev og:description: An analysis of over 22,000 data analyst job ads from 4,000+ companies across nearly 100 countries reveals the most requested skills, tools, tasks, and... og:url: https://daily.dev/posts/data-analyst-job-what-companies-actually-expect-built-from-22-000-ads--tmklgp3xr og:image: https://api.daily.dev/og/posts/tMKlgp3xr.png og:image:alt: Data Analyst Job: What Companies Actually Expect (Built from 22,000 Ads) og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Data Analyst Job: What Companies Actually Expect (Built from 22,000 Ads) **[Data with Baraa](https://daily.dev/sources/datawithbaraa)** · 23 min read · 0 upvotes · 0 comments ## Summary An analysis of over 22,000 data analyst job ads from 4,000+ companies across nearly 100 countries reveals the most requested skills, tools, tasks, and salaries. SQL and Python top the technical skills list, Excel still leads BI tools followed by a close tie between Power BI and Tableau (Tableau ahead in the US, Power BI ahead in Europe and India). Snowflake and dbt lead engineering tool mentions, statistics leads data concepts, and AI skills like LLMs, agents, and prompt engineering appear mostly as nice-to-haves with Claude as the dominant AI tool mentioned. US salaries range roughly from $100-120K for juniors to $200K for leads, hybrid work is most common, most ads ask for 3-5 years experience, and roughly half require no degree. A suggested learning roadmap and career opinion are given, including a DataCamp sponsorship plug. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What is the most requested skill in data analyst job postings? SQL is the top requirement, appearing as a must-have in more than six out of every ten data analyst job ads. Python ranks second, largely because of its pandas library for data cleaning and analysis, while R, Git, and CI/CD appear only rarely and can generally be skipped by analysts. _Track which skills actually matter before committing study time, and follow data analyst hiring trends on daily.dev._ ### Should I learn Power BI or Tableau as a data analyst? Job market demand is nearly tied between the two overall, so there is no universal answer, but location matters. Tableau leads in the United States, while Power BI dominates in Europe and is even stronger in India. Almost no job ad asks for both tools together, so picking either one is a safe choice. _Compare regional BI tool demand like this before choosing a specialty on daily.dev._ ### How much do data analysts get paid in the US by experience level? US salary ranges scale roughly from $100K-120K for junior data analysts, up to about $160K for senior analysts, and near $200K for lead-level roles, meaning pay nearly doubles moving from junior to lead. Salary data was reliably available only in US job postings, since European listings rarely disclose pay. _Benchmark analyst salary bands like these while planning a data career on daily.dev._ --- Tags: [#python](https://daily.dev/tags/python), [#career](https://daily.dev/tags/career), [#sql](https://daily.dev/tags/sql), [#power-bi](https://daily.dev/tags/power-bi) [View this post on daily.dev](https://daily.dev/posts/data-analyst-job-what-companies-actually-expect-built-from-22-000-ads--tmklgp3xr) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Data Analyst Job: What Companies Actually Expect (Built from 22,000 Ads)","url":"https://daily.dev/posts/data-analyst-job-what-companies-actually-expect-built-from-22-000-ads--tmklgp3xr","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/data-analyst-job-what-companies-actually-expect-built-from-22-000-ads--tmklgp3xr"},"datePublished":"2026-08-31T13:27:04.946Z","dateModified":"2026-08-31T13:27:39.338Z","description":"An analysis of over 22,000 data analyst job ads from 4,000+ companies across nearly 100 countries reveals the most requested skills, tools, tasks, and...","image":"https://i.ytimg.com/vi/pzvV5WS69tE/sddefault.jpg","thumbnailUrl":"https://i.ytimg.com/vi/pzvV5WS69tE/sddefault.jpg","isAccessibleForFree":true,"articleSection":"Data with Baraa","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Data with Baraa","logo":"https://media.daily.dev/image/upload/s--LsPWvHOS--/f_auto,q_auto/v1780213377/logos/datawithbaraa?_a=BAMAMiWQ0","url":"https://daily.dev/sources/datawithbaraa"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/data-analyst-job-what-companies-actually-expect-built-from-22-000-ads--tmklgp3xr","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"python,career,sql,power-bi","timeRequired":"PT23M","video":{"@type":"VideoObject","name":"Data Analyst Job: What Companies Actually Expect (Built from 22,000 Ads)","description":"An analysis of over 22,000 data analyst job ads from 4,000+ companies across nearly 100 countries reveals the most requested skills, tools, tasks, and...","thumbnailUrl":"https://i.ytimg.com/vi/pzvV5WS69tE/sddefault.jpg","uploadDate":"2026-08-31T13:27:04.946Z","duration":"PT23M","url":"https://api.daily.dev/r/tMKlgp3xr","embedUrl":"https://www.youtube.com/embed/pzvV5WS69tE"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Data with Baraa","item":"https://daily.dev/sources/datawithbaraa"},{"@type":"ListItem","position":3,"name":"Data Analyst Job: What Companies Actually Expect (Built from 22,000 Ads)"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/data-analyst-job-what-companies-actually-expect-built-from-22-000-ads--tmklgp3xr#faq","mainEntity":[{"@type":"Question","name":"What is the most requested skill in data analyst job postings?","acceptedAnswer":{"@type":"Answer","text":"SQL is the top requirement, appearing as a must-have in more than six out of every ten data analyst job ads. Python ranks second, largely because of its pandas library for data cleaning and analysis, while R, Git, and CI/CD appear only rarely and can generally be skipped by analysts. Track which skills actually matter before committing study time, and follow data analyst hiring trends on daily.dev."}},{"@type":"Question","name":"Should I learn Power BI or Tableau as a data analyst?","acceptedAnswer":{"@type":"Answer","text":"Job market demand is nearly tied between the two overall, so there is no universal answer, but location matters. Tableau leads in the United States, while Power BI dominates in Europe and is even stronger in India. Almost no job ad asks for both tools together, so picking either one is a safe choice. Compare regional BI tool demand like this before choosing a specialty on daily.dev."}},{"@type":"Question","name":"How much do data analysts get paid in the US by experience level?","acceptedAnswer":{"@type":"Answer","text":"US salary ranges scale roughly from $100K-120K for junior data analysts, up to about $160K for senior analysts, and near $200K for lead-level roles, meaning pay nearly doubles moving from junior to lead. Salary data was reliably available only in US job postings, since European listings rarely disclose pay. Benchmark analyst salary bands like these while planning a data career on daily.dev."}}]} ```