Type of Job:

White collar
Generative AI will change white-collar jobs by automating tasks and enhancing work. Highly educated roles may face the most impact, while blue-collar jobs could see growth in demand and pay.

What Constitutes Artificial intelligence (AI)?

Artificial Intelligence (AI) is a technology that allows systems, whether software or machine-based, to autonomously make predictions, recommendations, or decisions that impact both real and virtual environments without the need for constant human guidance or intervention.

Sources

Author:

Juan D. Montoya

Juan D. Montoya

Economist and AI researcher.

Will Statisticians be replaced by AI & Robots?

Statisticians risk of being automated:

Low

This job has a low likelihood of substantial automation within the next 20 years, placing it in the lower quartile for automation probability among occupations.

Current Degree of Automation:

26
(1-100)

Source

Key findings

GenAI is set to enhance the role of statisticians by automating routine tasks like number crunching and data analysis.

It will streamline decision-making processes by summarizing and classifying large volumes of information efficiently.

While it may not completely transform the job, GenAI will significantly improve productivity by handling tasks such as predictive modeling and market analysis.

It will also enhance user support through chatbots and multimedia content generation, making data access easier and accelerating the automation of administrative tasks.

How could AI or automation replace or complement job activities?

Artificial intelligence, automation, or LLMs like ChatGPT could potentially enhance certain processes for statisticians.

While they may aid in data processing and preliminary analysis, the intricate tasks of interpreting data, designing research projects, and evaluating statistical methods require human expertise.

For instance, AI could streamline data organization and preliminary analysis, but the critical thinking and decision-making skills of statisticians are irreplaceable in ensuring accurate and reliable results in fields such as economics, biology, and engineering.

Job description

Applies mathematical or statistical theories and methods to collect, organize, interpret, and summarize numerical data for useful information. Specializes in areas like biostatistics, agricultural statistics, business statistics, or economic statistics. Includes mathematical and survey statisticians.

Consequence of Making Errors

38

(1-100)

Moderately serious Source
In marketing, the moderate consequences of a statistician's error don't determine automation potential; focus is on tasks, not risks.

How Repetitive is the Job?

36

(1-100)

Fairly important Source
Automation allows statisticians to focus on complex problems by handling repetitive tasks, reducing wasted time. While it can enhance job quality by removing hazardous tasks, it may lower quality if it replaces fulfilling work.
Average Anual salary USD$
$105,510
Number of profesionals in USA
46,000

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