Type of Job:

Blue collar
Generative AI will likely automate or change many white-collar jobs, especially high-paying ones. Blue-collar jobs may see more demand and higher pay due to a focus on premium goods.

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 Precision Agriculture Technicians be replaced by AI & Robots?

Precision Agriculture Technicians risk of being automated:

Medium

This job has a medium likelihood of substantial automation within the next 20 years, placing it in the third quartile for automation probability among occupations.

Current Degree of Automation:

35
(1-100)

Source

Key findings

GenAI will enhance the role of Precision Agriculture Technicians by streamlining data analysis, aiding in decision-making, and improving system optimization.

It will assist in tasks like monitoring crop health, analyzing environmental data, and optimizing irrigation systems.

GenAI will provide valuable insights through plain language interactions, making data access easier and facilitating complex problem-solving.

The technicians will benefit from improved efficiency in tasks such as data analysis, system evaluation, and decision-making, ultimately enhancing their ability to optimize agricultural processes.

How could AI or automation replace or complement job activities?

AI, automation, or LLMs could automate activities in Precision Agriculture Technicians’ roles.

Tasks like data processing, map creation, sensor maintenance, and crop analysis could be handled efficiently.

For instance, AI could analyze remote sensing imagery to identify soil-crop relationships, aiding in precision farming decisions.

Job description

Utilize geospatial technologies like GIS and GPS for farming tasks such as pest monitoring, targeted pesticide use, crop yield mapping, and adjusting irrigation rates. Use computers to create and study maps and remote sensing images to understand soil, fertilizer, pest, and weather data in relation to the land’s features.

Consequence of Making Errors

54

(1-100)

Moderately serious Source
In marketing, the moderate consequences of errors by Precision Agriculture Technicians don't directly indicate automation likelihood.

How Repetitive is the Job?

57

(1-100)

Important Source
Jobs like Precision Agriculture Technicians, which involve repetitive tasks, are at risk of automation. However, automation will likely target specific tasks, not entire roles, allowing for new opportunities in the field.
Average Anual salary USD$
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Source

Number of profesionals in USA
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Source

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