Type of Job:

Blue collar
Generative AI will mainly affect white-collar jobs by automating or changing tasks, especially for highly educated roles. Blue-collar jobs are safer and may see higher 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 Biofuels Processing Technicians be replaced by AI & Robots?

Biofuels Processing Technicians 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:

64
(1-100)

Source

Key findings

Biofuels Processing Technicians play a crucial role in the production of biofuels.

They calculate, measure, load, mix, and process refined feedstock with additives in fermentation or reaction vessels.

Monitoring the production process and conducting plant maintenance and safety inspections are also key responsibilities.

Despite the advancements in AI, these tasks require skills like critical thinking, coordination, troubleshooting, and quality control analysis that are challenging to automate.

GenAI may enhance efficiency in data processing and monitoring, but the hands-on nature of biofuels processing ensures that blue-collar workers in this field will continue to be in demand.

How could AI or automation replace or complement job activities?

AI and automation could be used to automate activities such as monitoring biofuels production processes, recording processing data, collecting and testing biofuels samples, inspecting equipment, and calibrating flow meters for Biofuels Processing Technicians.

For example, AI could analyze production data in real-time to optimize process efficiency.

Job description

Calculates, measures, loads, mixes, and processes refined feedstock with additives in fermentation or reaction process vessels and monitors production process. Performs plant maintenance, repairs, and safety inspections, while keeping records of these activities.

Consequence of Making Errors

77

(1-100)

Serious Source
Jobs with serious error consequences, like those in biofuels processing, are less likely to be automated soon. Mistakes can lead to dangerous situations, requiring human judgment in unpredictable scenarios.

How Repetitive is the Job?

72

(1-100)

Very important Source
Jobs like Biofuels Processing Technicians, which involve many repetitive tasks, are at higher risk of automation. However, automation usually targets specific tasks, meaning some roles may remain intact while others change.
Average Anual salary USD$
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Source

Number of profesionals in USA
#

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