Type of Job:

White collar
Generative AI will change white-collar jobs by automating tasks, enhancing productivity, or reshaping roles. Highly-paid jobs may face the most impact, while blue-collar work is less affected.

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 Biomass Power Plant Managers be replaced by AI & Robots?

Biomass Power Plant Managers 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:

42
(1-100)

Source

Key findings

Generative artificial intelligence (GenAI) is unlikely to automate blue-collar jobs like Biomass Power Plant Managers.

The unique automation wave may even increase demand for such workers due to premium goods/services growth.

GenAI’s inability to perform physical tasks shields blue-collar workers.

In the future, skills like Operations Monitoring and Troubleshooting could be automated.

However, the work’s complex nature involving critical thinking, problem-solving, and management of resources will likely remain human-driven.

How could AI or automation replace or complement job activities?

While AI, automation, or LLMs like Chatgpt could improve processes in managing biomass power plants, they could not fully replace the role of Biomass Power Plant Managers.

These professionals oversee safety programs, ensure regulatory compliance, supervise operations, conduct inspections, manage budgets, and more.

AI could enhance data analysis, optimize plant operations, and predict maintenance needs.

However, the human touch is essential in decision-making, problem-solving, and ensuring overall plant efficiency.

For instance, AI could analyze production trends, but managers could interpret the data to implement strategic improvements.

Job description

Manages operations at biomass power generation facilities. Directs work activities at the plant, including supervising operations and maintenance staff.

Consequence of Making Errors

64

(1-100)

Serious Source
Jobs with serious error consequences, like those in biomass power, face a higher chance of automation. Poor decisions can lead to significant economic impacts, pushing for strategic, automated solutions in the future.

How Repetitive is the Job?

73

(1-100)

Very important Source
Biomass Power Plant Managers face automation risks due to repetitive tasks. However, automation often targets specific tasks, not entire roles, allowing managers to focus on more complex responsibilities in the future.
Average Anual salary USD$
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Number of profesionals in USA
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