Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    cybersecurity efforts
    How Behavioral Analytics and AI Are Redefining Cybersecurity for Boca Raton Businesses
    14 Min Read
    data driven risk management in heatlhcare
    How Data Analytics Is Changing Healthcare Risk Management
    17 Min Read
    big data and customer service outsourcing
    How Data Analytics Improves Customer Service Outsourcing
    18 Min Read
    How a Specialized Marketing VA Improves Campaign Analytics
    How a Specialized Marketing VA Improves Campaign Analytics
    11 Min Read
    New Data Analytics Breakthroughs Give eCommerce Startups a Fighting Chance
    New Data Analytics Breakthroughs Give eCommerce Startups a Fighting Chance
    6 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Becoming A Data Scientist In 2021: Skills, Degrees, And Work Experience
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Science > Becoming A Data Scientist In 2021: Skills, Degrees, And Work Experience
Big DataData ScienceJobs

Becoming A Data Scientist In 2021: Skills, Degrees, And Work Experience

Ryan Kade
Ryan Kade
6 Min Read
becoming a data scientist
SHARE

The future of data science jobs continues to be brighter than ever in 2020. Why? According to Glassdoor’s list of Best Jobs in America for the past four years, data scientist topped in terms of job demand, job satisfaction, and pay with an average base salary of more than $100,000 per year.

Contents
  • Overview
  • Level of Education
  • Previous Work Experience
  • Academic Degree
  • Coding Languages
    • Conclusion

So, who are the present-day data scientists and what does it take to become one? Our friends at 365 Data Science used public data on of 1,001 LinkedIn professionals including junior, experts, and senior data scientists to answer these questions.

40% of the surveyed data scientists are currently employed in the United States; 30% of the sample is based in the UK; 15% work in India; and 15% come from a collection of other countries.

50% of the cohort is currently employed at a Fortune 500 company, while the remaining 50% work in a non-ranked company.

More Read

Image
How do supply chains use Big Data?
Tips for Change Leaders – How to Show Your Impact
How to Unlock the Potential in Your Business Analytics
What Is Insight? Is It Visual?
Put Predictive Analytics To Work in Operations

So, let’s take a look at what the data has to say.

Overview

According to the research, there are twice as many male data scientists than there are female. Usually, they speak two languages – most often English and their mother tongue; four out of five have at least Master’s Degree; and it takes 8.5 years of overall work experience to become a data scientist. Nine out of ten use Python or R and about 80% of the cohort holds at least a Master’s degree. Furthermore, the typical data scientist in 2020 has held this prestigious title for an average of 3.5 years.

becoming a data scientist

Level of Education

Education is one of the 3 main components of most resumes. That makes perfect sense, as educational background demonstrates your expertise to your future employers, especially when you lack years of professional experience.

According to our data, the typical data scientist in 2020 holds a Bachelor (13%), a Master’s degree (56%), or a Ph.D. (27%) as their highest academic qualification. Yes, data science requires an advanced level of expertise. So, despite the fact that the data science field welcomes candidates with a graduate degree, a Master’s will definitely increase your chances of success. What about the Ph.D. degree? Well, judging by the numbers, it’s more of a bonus than a prerequisite. That explains why its percentage has remained approximately the same, based on the research in the past 3 years

becoming a data scientist

Previous Work Experience

Based on the sample, more than half of the currently employed data scientists were already on the job. 11% started as a data analyst. The rest came from Academia (8.2%), started as an Intern (7%), an IT (2.4%), a Consulatant (3.8%) or an Engineer (2.7%). And 12.5% transferred from other lines of employment.

Academic Degree

Data showed that Data Science and Analysis, comprising 21% of data scientists, is the degree that’s most likely to get you into data science in 2020, followed by the previous leader Computer Science (18.3%) and the traditional Statistics &Mathematics (16.3%).

becoming a data scientist

It’s true that data scientists come from various backgrounds. However, no single degree can prepare a person for a real job in data science.

That’s why, it shouldn’t come as a surprise that data scientists rely heavily on self-preparation. In fact, 41% of the sample included an online course in their LinkedIn profile. And that’s remained a consistent trend over the past two years (40% in 2018 and 43% in 2019).

Coding Languages

74% of the cohort uses Python, 56% are proficient in R, and 51% have good command of SQL. In terms of popuarity, SQL has grown by 40% since 2019 (36%), thus moving closer to R.

When it comes to Fortune 500 companies and programming languages, the overall usage of Python and R shows that large companies are rethinking the organization of their data. Although open source frameworks can be unorganized, unlike Matlab and C, more and more companies nowadays are turning to the user-friendly Python and R.

What about coding languages and country of employment? In 2020, Python is the undisputed king of coding language in all countries reflected in the survey. SQL seems unconcerned by Python’s reign and has even grown in popularity compared to previous years.

becoming a data scientist

Conclusion

Data speaks louder than words. And, according to the numbers, data science is thriving and continues to evolve. What’s more, in 2020, universities are starting to catch up with the growing demand by expanding their scope of education and relevant degrees.

However, you never know what the future has in store for data science in the next 2-5 years. So, if you want to stay up-to-date with the latest developments, you can follow the 365 Data Science blog for more career resources.

TAGGED:data science careerdata science careersData Scientist
Share This Article
Facebook Pinterest LinkedIn
Share
ByRyan Kade
Follow:
Ryan Kade is the editor overseeing contributed content at Smartdata Collective and contributes weekly column.

Follow us on Facebook

Latest News

cybersecurity efforts
How Behavioral Analytics and AI Are Redefining Cybersecurity for Boca Raton Businesses
Analytics Artificial Intelligence Exclusive Security
data driven risk management in heatlhcare
How Data Analytics Is Changing Healthcare Risk Management
Analytics Exclusive
big data for non-QR lending in real estate
How Real Estate Investors Can Use Big Data for Non-QM Lending
Big Data Exclusive
ai video ad generation
How to Build High-Performing Ad Creatives with an AI Short Ad Video Maker?
Artificial Intelligence

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

linux VPS
Big DataExclusive

Linux VPS Management Skills for Data Scientists

11 Min Read

Are Data Scientists Overpaid?

4 Min Read
big data scientists build bridges
AnalyticsPredictive Analytics

Big Data Scientists Are Bridge Builders

4 Min Read
student 849822 1280
Data ScienceExclusiveProgramming

Fundamentals of C++ Programming for Data Scientists

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.

AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots
ai chatbot
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots

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?