We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
    How an Online MBA in Marketing Connects AI and Data Analytics
    11 Min Read
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Comparing Data Science and Analytics [INFOGRAPHIC]
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Analytics > Comparing Data Science and Analytics [INFOGRAPHIC]
AnalyticsBig DataData ManagementJobsUnstructured Data

Comparing Data Science and Analytics [INFOGRAPHIC]

tmeadows
tmeadows
3 Min Read
Comparing Data Science and Analytics [INFOGRAPHIC]
Illustration generated with FLUX.2 [klein 4B] via Cloudflare Workers AI.
SHARE

Data is increasingly the new currency of enterprise—which is why companies are scrambling to tap into its potential to make better decisions. In order to do it, they need the right experts who know how to get at the big data stash and interpret it in meaningful ways. A data scientist and a business analyst are both such professionals, but they’re definitely not one in the same—and use different approaches when it comes to decision-making.

Data is increasingly the new currency of enterprise—which is why companies are scrambling to tap into its potential to make better decisions. In order to do it, they need the right experts who know how to get at the big data stash and interpret it in meaningful ways. A data scientist and a business analyst are both such professionals, but they’re definitely not one in the same—and use different approaches when it comes to decision-making. Since the two titles are often used interchangeably, Analytics@American, a masters in business analytics, created this infographic to help clarify the difference.

Although both types of experts use data in their work, they apply different skills to do it. The contrast can be attributed to their educational backgrounds. Business analysts are educated in specialties like business and humanities, and extract data from a variety of sources to evaluate past, present and future business performance. Data scientists use statistical programming to create and implement algorithms to do the work, since they have backgrounds in computer science, mathematics and technology.

These differences are translated into the skills they use to support business decisions, as well. Business analysts instigate change by transforming business insights from interdisciplinary data analysis into tangible resources for business decision-making. In contrast, data scientists work at more foundational levels, discovering the opportunity in datasets by mining data and writing machine learning algorithms to support the decision-making process.

More Read

Creating a Business Intelligence Culture
Creating a Business Intelligence Culture
The Big Data Playlist
Technology for technology’s sake
How To Successfully Use Data For Your Email Marketing
The Joy of Stats: 200 Countries, 200 Years, 4 Minutes

To learn more about how these two types of big data experts can uniquely help your company make better business decisions, dig into the infographic below.

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
How an Online MBA in Marketing Connects AI and Data Analytics
Analytics Artificial Intelligence Big Data Exclusive
Flat editorial illustration: The article connects commercial drone capture with integrated software workflows that organize and r
Drone Technology as a Business Investment: Calculating ROI, Costs, and Long-Term Value
Business Intelligence Marketing Software
Flat editorial illustration: The article connects weekly technician productivity and related shop metrics to timely scheduling an
Workforce Analytics for Auto Repair Shops: Reading Technician Productivity Weekly
Business Intelligence Exclusive
Flat editorial illustration: A business-editorial depiction of two account-growth routes: data-guided targeted advertising and cr
Targeted Ads and Cross-Promotion: Using Audience Segments and Platform Statistics to Grow
Exclusive Social Data

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

3 Data-Driven Elements Of Conversion Rate Optimization Strategies
Big DataExclusive

3 Data-Driven Elements Of Conversion Rate Optimization Strategies

6 Min Read
First Look – Rogue Wave
Predictive Analytics

First Look – Rogue Wave

6 Min Read
How to Become a Data Scientist
AnalyticsJobs

How to Become a Data Scientist

4 Min Read
Demand for Data-Savvy Cybersecurity Professionals Grows In 2021
Big Data

Demand for Data-Savvy Cybersecurity Professionals Grows In 2021

9 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

5 Great Tips for Using Data Analytics for Website UX
5 Great Tips for Using Data Analytics for Website UX
Big Data
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?