Type of Job:

White collar
Generative AI will change white-collar jobs by automating tasks, helping workers, or changing job roles. Highly-skilled jobs may be most affected, while blue-collar jobs may see growth.

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 Scientists be replaced by AI & Robots?

Bioinformatics Scientists 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:

18
(1-100)

Source

Key findings

GenAI is poised to enhance the role of Bioinformatics Scientists by streamlining data analysis and decision-making processes.

While it won’t completely transform the profession, it will significantly impact tasks such as systems evaluation, basic content creation, and simple data analysis.

GenAI’s ability to generate text, assist in research, and improve user support through chatbots will be valuable in this field.

It will aid in managing large volumes of information, allowing scientists to focus on complex problem-solving and critical thinking.

Despite these advancements, skills like reading comprehension, critical thinking, and judgment will remain essential for success in the field.

How could AI or automation replace or complement job activities?

In the field of analyzing biological data, AI tools like Chatgpt could potentially enhance processes for Bioinformatics Scientists.

While they may assist in data analysis and software development, the complex decision-making, communication, and innovation required in tasks such as creating novel computational approaches cannot be fully replicated.

For example, AI could help in data compilation for gene expression profiling, but the critical thinking and expertise of Bioinformatics Scientists in designing bioinformatics algorithms remain irreplaceable.

Job description

Performs research using bioinformatics theory and methods in various areas such as pharmaceuticals, medical technology, biotechnology, computational biology, proteomics, computer information science, biology, and medical informatics. They may also create databases and develop algorithms to process and analyze genomic or other biological information.

Consequence of Making Errors

28

(1-100)

Not serious at all Source
In marketing, bioinformatics scientists face low-stakes errors, making the impact of mistakes irrelevant for automation predictions.

How Repetitive is the Job?

50

(1-100)

Important Source
Bioinformatics scientists often face repetitive tasks, making them more prone to automation. However, it's likely that only specific tasks will be automated, not the entire role, allowing for new opportunities in the field.
Average Anual salary USD$
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Number of profesionals in USA
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