Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software. Apply data mining, data modeling, natural language processing, and machine learning to extract and analyze information from large structured and unstructured datasets. Visualize, interpret, and report data findings. May create dynamic data reports.

Data Scientists

Machine Learning Engineers

Data Science Managers

Machine Learning Software Engineers

data-scientist

This table shows the percentage of responses to a government survey asking what education level is needed in this career.

There are $current-jobs$ jobs in this career today. It is projected to have $future_jobs$ jobs in 5 years for a growth rate of $growth-rate$.

The growth rate is a national projection of how many job openings will exist in this career in the future as compared to today.

There are 199,178 jobs in this career today. It is projected to have 244,649 jobs in 5 years for a growth rate of +22.83%.

The growth rate is a national projection of how many job openings will exist in this career in the future as compared to today.

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Your career insight details provide information on how your math and reading and writing skills (based on your latest PSAT/SAT score) align with the typical requirements for various careers.&nbsp;

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Your latest PSAT/SAT scores in math and reading and writing have been compared to the typical requirements for various careers to see if your scores align with this career. These may be promising areas for you to explore.*&nbsp;&nbsp;

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Your self-reported digital PSAT/SAT scores in math and reading and writing have been compared to the typical requirements for various careers to see if your scores align with this career. These may be promising areas for you to explore*.

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Your career insight details provide information on how a snapshot of your math and reading and writing skills aligns with the typical requirements of this career. Remember that this is only one of many elements that you should consider as you explore careers.

Data Scientists

Tasks

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Knowledge

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Skills

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