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
    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
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
    cybersecurity efforts
    How Behavioral Analytics and AI Are Redefining Cybersecurity for Boca Raton Businesses
    14 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

Turbo-Charge Data Scientist Productivity with a Data Catalog
Turbo-Charge Data Scientist Productivity with a Data Catalog
Developing Change Management for BI
Report Governance is Key to Consistent Business Information
3 Backup Reporting and Management Tips for CIOs
Analyst, Scientist, or Specialist? Choosing Your Data Job Title

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

Illustration of mobile analytics dashboards with ad performance charts connected to backend databases
11 Best Sisense Alternatives for Embedded Analytics
Business Intelligence Exclusive
Analyst points at colorful circular data dashboard on screen - information technology business metrics
How Fragmented Workplace Tech Undermines Reliable Business Metrics and Reporting
Cloud Computing Exclusive Infographic IT
Using Multi-Source Data and Analytics to Detect Operational Drift Across Franchise Networks -- AI-generated illustration
Using Multi-Source Data and Analytics to Detect Operational Drift Across Franchise Networks
Exclusive Infographic
Beyond The First Impression: The Long-Lasting Impact Of Sensory Marketing -- AI-generated illustration
Beyond The First Impression: The Long-Lasting Impact Of Sensory Marketing
Infographic Marketing

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Mash Your Future with Augmented Reality
Business IntelligenceCRMData Mining

Mash Your Future with Augmented Reality

2 Min Read
Embracing Chaos: Big Data Could Define A New Steady State for IT
Big DataIT

Embracing Chaos: Big Data Could Define A New Steady State for IT

7 Min Read
Big Data Options Spark Confusion On Web Design Options For SMEs
Big DataExclusive

Big Data Options Spark Confusion On Web Design Options For SMEs

8 Min Read
Protecting Your Data From Attackers Using Top Spy Gear Technology
Big DataData QualityData Visualization

Protecting Your Data From Attackers Using Top Spy Gear Technology

7 Min Read

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

The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots
ai chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
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?