Type of Job:

White collar
Generative AI will change white-collar jobs by automating tasks, helping workers, or reshaping roles. Highly educated jobs may face the most impact, while blue-collar jobs will likely thrive.

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 Epidemiologists be replaced by AI & Robots?

Epidemiologists 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:

30
(1-100)

Source

Key findings

GenAI is set to enhance the role of epidemiologists by streamlining data analysis, aiding in complex problem-solving, and improving decision-making processes.

It will assist in tasks like data literacy, research, and critical thinking, making information retrieval more efficient.

While it won’t transform the job entirely, GenAI will significantly impact how epidemiologists interact with data, ultimately improving their effectiveness in monitoring and analyzing public health trends.

How could AI or automation replace or complement job activities?

Artificial intelligence, automation, or language models like ChatGPT could potentially enhance certain aspects of an epidemiologist’s role.

These technologies may streamline data analysis, facilitate communication of research findings, and aid in grant writing.

However, the critical thinking, decision-making, and human interaction required in activities such as educating healthcare workers and analyzing public health issues cannot be fully replicated.

For instance, AI could assist in analyzing data for epidemiological studies but may not replace the expertise needed to effectively communicate findings to diverse audiences.

Job description

Researches and explains the factors that cause disease, disability, or health issues. Also works on finding ways to prevent and manage these conditions.

Consequence of Making Errors

32

(1-100)

Not serious at all Source
In public administration, the low consequence of errors by epidemiologists doesn't impact automation predictions for their roles.

How Repetitive is the Job?

40

(1-100)

Fairly important Source
Automation in epidemiology frees time from repetitive tasks, allowing focus on complex problems and context. It enhances job quality by automating hazardous work but may harm it if fulfilling tasks are automated.
Average Anual salary USD$
$85,880
Number of profesionals in USA
#

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