A citizen data scientist is a data analyst with the technical skills to solve complex problems. They collect, analyze, and interpret large amounts of data and work with various mathematical, statistical, and computer science elements.
Data Scientists’ jobs are predicted to experience a soaring hike of 36% over the decadal period of 2021-2031 (as reported by the US Bureau of Labor Statistics). Experienced Data Scientists are expected to do more with less as they are envisioned to be given more access to faster computers and cheaper storage space. That is a surefire prediction to ignite a new generation of data science aspirants across the globe.
About Citizen Data Scientist
Citizen Data Scientists work closely with business managers and other important players to fully understand the company's goals and pinpoint data-driven strategies for achieving those goals.
A professional Data Scientist may be responsible for the following functions:
Why are businesses turning to Citizen Data Scientists?
Organizations are increasingly placing more value on citizen data scientists due to the persistent shortage of skilled data scientists.
These latter individuals frequently have various analytical and technical skills, and professional data scientists have many advanced degrees in data science or related fields like statistics, mathematics, and computer science.
Like professional Data Scientists, citizen data scientists can primarily assist organizations with the following:
Becoming a Citizen Data Scientist
A citizen data scientist role is an ever-evolving process. You can become an asset to any organization looking for data-driven decisions by following these steps and gaining expertise.
Skills and Abilities to Become Citizen Data Scientist
Citizen data scientists must be able to work collaboratively with other stakeholders in an organization and have a mix of technical, analytical, and business skills.
By utilizing their talents and abilities, professional scientists can contribute to data-driven decision-making and provide value to the community.
Popular Tools for Citizen Data Scientists
How a Citizen Data Scientists differs from professional Data Scientists?
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CITIZEN DATA SCIENTIST |
PROFESSIONAL DATA SCIENTIST |
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Possesses good knowledge and skills in data analysis but comes from a non-technical background. |
Have an extensive understanding of statistics, machine learning, and different data science methodologies. |
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Work with small to medium-sized datasets as they analyze and visualize data using programs like Excel, Python, and Tableau. |
Create models, analyze the data, and create data-driven solutions to challenging business problems using tools like Python, R, and Hadoop. |
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Self-taught or have completed online courses to advance their careers. They work in a range of sectors, including marketing, finance, and healthcare. |
Hold a bachelor's degree in computer science, statistics, or a closely related field and have extensive experience working with large datasets. |
Conclusion
Finally, citizen data scientists play an important role in the analytics industry by analyzing and visualizing data using their unique set of skills and tools. And while they have restrictions compared to professional Data Scientists, they are valuable contributors to data-driven decision-making and are in high demand across a range of businesses. Anyone can become a citizen data scientist and make a positive impact in the field through continuous learning and upskilling.
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