Type of Job:

Blue collar
Generative AI will change white-collar jobs by automating tasks or enhancing work. Blue-collar jobs will stay strong, with demand for skilled workers rising and better pay expected.

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 Underground Mining Machine Operators be replaced by AI & Robots?

Underground Mining Machine Operators 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:

29
(1-100)

Source

Key findings

In the future, GenAI will enhance the work of Underground Mining Machine Operators by streamlining data analysis, system optimization, and decision-making processes.

It will assist in tasks like coding, scheduling, and market analysis, improving efficiency and reducing errors.

GenAI’s capabilities in text generation and multimedia content creation can also support the operators in various aspects of their work.

While GenAI will not transform the role entirely, it will significantly impact how tasks are managed and executed, ultimately enhancing the overall productivity of white-collar professionals in the mining industry.

How could AI or automation replace or complement job activities?

Artificial intelligence, automation, or language models like ChatGPT could potentially enhance certain processes within the job of plumbing, pipefitting, and steamfitting.

While these technologies may improve tasks such as reviewing blueprints, estimating costs, or planning layouts, they could not fully replace the need for human expertise in hands-on activities like cutting, welding, or installing piping systems.

For example, AI could assist in analyzing blueprints efficiently, but the physical tasks of cutting, threading, and installing pipes require the skills and experience of a trained professional.

Job description

Operates various underground mining machines.

Consequence of Making Errors

70

(1-100)

Serious Source
Jobs with serious error consequences, like in underground mining, face higher chances of automation. Machines can reduce risks, ensuring safety while minimizing human error in dangerous environments.

How Repetitive is the Job?

38

(1-100)

Fairly important Source
Automation in underground mining allows operators to focus on complex issues and contextual insights, reducing time on repetitive tasks. However, if it replaces fulfilling work, job quality may decline.
Average Anual salary USD$
$61,990
Number of profesionals in USA
#

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