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AI exposure Architecture and engineering

Will AI replace bioengineers and biomedical engineers?

Bioengineers and Biomedical Engineers. US occupation 17-2031.

13.3%

of the time bioengineers and biomedical engineers spend on their work goes on tasks where AI is already being used to do that work.of bioengineers and biomedical engineers' working hours go on tasks AI has already started taking off their plate.

Ranked 158 of 756 US occupations. More exposed than 78% of them.Further along than 78% of them.

Average US job 7.7%

Well above the typical job.Ahead of most of the workforce.

What AI already does for bioengineers and biomedical engineersWhat bioengineers and biomedical engineers no longer do alone

O*NET lists 30 tasks for bioengineers and biomedical engineers. AI use at work shows up in 3 of them. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.

  1. Prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.Core task mostly automated 0.88
  2. Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.Core task mostly automated 0.86
  3. Read current scientific or trade literature to stay abreast of scientific, industrial, or technological advances.Core task automated and assisted 0.81

What it does not touch, yetWhat still needs a human

27 of the 30 tasks show no AI use at work in the data.

  • Adapt or design computer hardware or software for medical science uses.Core task
  • Advise hospital administrators on the planning, acquisition, and use of medical equipment.Core task
  • Collaborate with manufacturing or quality assurance staff to prepare product specification or safety sheets, standard operating procedures, user manuals, or qualification and validation reports.Core task
  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.Core task
  • Communicate with suppliers regarding the design or specifications of bioproduction equipment, instrumentation, or materials.Core task
  • Conduct training or in-services to educate clinicians and other personnel on proper use of equipment.Core task
Show the other 21
  • Confer with research and biomanufacturing personnel to ensure the compatibility of design and production.Core task
  • Consult with chemists or biologists to develop or evaluate novel technologies.Core task
  • Design or conduct follow-up experimentation, based on generated data, to meet established process objectives.Core task
  • Design or develop medical diagnostic or clinical instrumentation, equipment, or procedures, using the principles of engineering and biobehavioral sciences.Core task
  • Develop methodologies for transferring procedures or biological processes from laboratories to commercial-scale manufacturing production.Core task
  • Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes.Core task
  • Develop statistical models or simulations, using statistical or modeling software.Core task
  • Evaluate the safety, efficiency, and effectiveness of biomedical equipment.Core task
  • Maintain databases of experiment characteristics or results.Core task
  • Manage teams of engineers by creating schedules, tracking inventory, creating or using budgets, or overseeing contract obligations or deadlines.Core task
  • Prepare project plans for equipment or facility improvements, including time lines, budgetary estimates, or capital spending requests.Core task
  • Recommend process formulas, instrumentation, or equipment specifications, based on results of bench or pilot experimentation.Core task
  • Research new materials to be used for products, such as implanted artificial organs.Core task
  • Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment.Core task
  • Advise manufacturing staff regarding problems with fermentation, filtration, or other bioproduction processes.
  • Analyze new medical procedures to forecast likely outcomes.
  • Design and deliver technology, such as prosthetic devices, to assist people with disabilities.
  • Design or direct bench or pilot production experiments to determine the scale of production methods that optimize product yield and minimize production costs.
  • Develop bioremediation processes to reduce pollution, protect the environment, or treat waste products.
  • Lead studies to examine or recommend changes in process sequences or operation protocols.
  • Review existing manufacturing processes to identify opportunities for yield improvement or reduced process variation.

How that compares

Among the 34 architecture and engineering occupations, bioengineers and biomedical engineers rank 2. The group averages 3.8%, and its most exposed job is Computer Hardware Engineers at 14.5%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Just above in the ranking

  1. 154Archivists 13.5%
  2. 154Facilities Managers 13.5%
  3. 157Special Education Teachers, Middle School 13.4%

Just below

  1. 160Credit Authorizers, Checkers, and Clerks 13.0%
  2. 161Tax Preparers 12.8%
  3. 162Personal Service Managers, All Other 12.4%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.