Type of Job:

White collar
Generative AI will change white-collar jobs by automating tasks and enhancing productivity. Highly educated jobs may face the most impact, while blue-collar work may 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 Rail Yard Engineers, Dinkey Operators, and Hostlers be replaced by AI & Robots?

Rail Yard Engineers, Dinkey Operators, and Hostlers risk of being automated:

High

This job is highly likely to be substantially automated within the next 20 years, placing it in the upper quartile for automation probability among occupations.

Current Degree of Automation:

22
(1-100)

Source

Key findings

Rail yard engineers, dinkey operators, and hostlers operate small engines like locomotives in various industrial settings.

Despite the rise of Generative artificial intelligence (GenAI), these blue-collar jobs are unlikely to be automated.

The unique GenAI automation wave may even increase demand for such workers due to the growth of premium goods and services.

While some skills like information ordering and digital data processing could be automated in the future, tasks requiring physical strength and coordination will keep these workers shielded from major AI disruption.

The work of rail yard engineers, dinkey operators, and hostlers will be impacted but not transformed by GenAI, as their essential skills of monitoring, troubleshooting, and quality control analysis remain irreplaceable.

How could AI or automation replace or complement job activities?

AI and automation could be used to automate tasks such as observing and responding to signals, inspecting equipment, coupling and uncoupling cars, reading instructions, and reporting times.

For example, AI could be utilized to monitor signals and communicate switching information, allowing Rail Yard Engineers to focus on more complex tasks.

Job description

Operate small engines like locomotives in yards, plants, quarries, or construction sites.

Consequence of Making Errors

87

(1-100)

Very serious Source
Jobs with serious error consequences, like those in engineering, face a higher chance of automation. Machines can reduce risks, ensuring safer operations and precise decision-making in complex situations.

How Repetitive is the Job?

57

(1-100)

Important Source
Jobs like Rail Yard Engineers, Dinkey Operators, and Hostlers involve many repetitive tasks, making them prime candidates for automation. However, it's likely that only specific tasks will be automated, not entire roles.
Average Anual salary USD$
$58,430

Source

Number of profesionals in USA
#

Source

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