Type of Job:

White collar
Generative AI will likely change white-collar jobs by automating tasks or enhancing work. Highly educated roles may face the most impact, while blue-collar jobs could see increased 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 Bioinformatics Technicians be replaced by AI & Robots?

Bioinformatics 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:

49
(1-100)

Source

Key findings

GenAI is set to revolutionize the role of Bioinformatics Technicians by streamlining data analysis, enhancing decision-making, and automating routine tasks.

While it won’t completely transform the job, it will significantly impact it by improving efficiency in tasks such as data analysis, system evaluation, and basic content creation.

GenAI’s ability to generate text, assist in research, and create multimedia content will augment the technician’s skills in critical thinking, programming, and complex problem-solving.

This technology will enhance the technician’s ability to manage large volumes of information, ultimately improving the quality and speed of their work.

How could AI or automation replace or complement job activities?

AI, automation, or LLMs like Chatgpt could be used to automate activities in bioinformatics.

This includes data analysis, software extension, database maintenance, quality analysis, and algorithm development.

For instance, AI can automate the analysis of genomic databases, freeing up technicians to focus on more complex tasks.

Job description

Utilize bioinformatics principles and methods to support scientists in various fields like pharmaceuticals, medical technology, and biotechnology. Use bioinformatics tools to work with molecular data, including visualization, analysis, and interpretation. Additionally, may be responsible for creating and managing databases for genomic and biological information analysis.

Consequence of Making Errors

42

(1-100)

Moderately serious Source
In public administration, the moderate consequences of bioinformatics errors don't directly indicate job automation likelihood.

How Repetitive is the Job?

53

(1-100)

Important Source
Bioinformatics Technicians often perform repetitive tasks, making them more susceptible to automation. However, it's likely that only specific tasks will be automated, not entire roles, allowing for new opportunities ahead.
Average Anual salary USD$
#
Number of profesionals in USA
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