AI Automation Index

Will AI Replace Biochemists and Biophysicists?

Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Biochemists and Biophysicists. Run the upskilling simulator.

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• Developed & audited by Gini Loh

AI Vulnerability

21% risk score

Median Salary

$127,410 / year

Growth Demand

Medium

Constituent Task Mix

We parsed O*NET's 24 constituent tasks for this occupation and classified them by AI threat risk.

High Automation Risk (Routine Tasks) 0%
Medium Automation Risk (Cognitive/Technical) 42%
Low Automation Risk (Strategy/Leadership) 58%

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constituent Tasks

Share research findings by writing scientific articles or by making presentations at scientific conferences.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Teach or advise undergraduate or graduate students or supervise their research.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Study physical principles of living cells or organisms and their electrical or mechanical energy, applying methods and knowledge of mathematics, physics, chemistry, or biology.

Semi-structured task combining routine and non-routine responsibilities.

Manage laboratory teams or monitor the quality of a team's work.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Develop new methods to study the mechanisms of biological processes.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Write grant proposals to obtain funding for research.

Semi-structured task combining routine and non-routine responsibilities.

Design or perform experiments with equipment, such as lasers, accelerators, or mass spectrometers.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Determine the three-dimensional structure of biological macromolecules.

Semi-structured task combining routine and non-routine responsibilities.

Design or build laboratory equipment needed for special research projects.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Prepare reports or recommendations, based upon research outcomes.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Study spatial configurations of submicroscopic molecules, such as proteins, using x-rays or electron microscopes.

Semi-structured task combining routine and non-routine responsibilities.

Study the chemistry of living processes, such as cell development, breathing and digestion, or living energy changes, such as growth, aging, or death.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Study the mutations in organisms that lead to cancer or other diseases.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Research the chemical effects of substances, such as drugs, serums, hormones, or food, on tissues or vital processes.

Semi-structured task combining routine and non-routine responsibilities.

Research transformations of substances in cells, using atomic isotopes.

Semi-structured task combining routine and non-routine responsibilities.

Develop or execute tests to detect diseases, genetic disorders, or other abnormalities.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Develop or test new drugs or medications intended for commercial distribution.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Isolate, analyze, or synthesize vitamins, hormones, allergens, minerals, or enzymes and determine their effects on body functions.

Semi-structured cognitive task involving analysis, inspection, or monitoring.

Examine the molecular or chemical aspects of immune system functioning.

Semi-structured task combining routine and non-routine responsibilities.

Research how characteristics of plants or animals are carried through successive generations.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Prepare pharmaceutical compounds for commercial distribution.

Semi-structured task combining routine and non-routine responsibilities.

Develop methods to process, store, or use foods, drugs, or chemical compounds.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Investigate the nature, composition, or expression of genes or research how genetic engineering can impact these processes.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Produce pharmaceutically or industrially useful proteins, using recombinant DNA technology.

Semi-structured task combining routine and non-routine responsibilities.

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O*NET Methodology

O*NET Data Source

This page dynamically extracts data structures sponsored by the U.S. Department of Labor. Our AI classification applies cognitive task automation risk models to individual tasks.

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