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Bioengineers and Biomedical Engineers

Apply knowledge of engineering, biology, chemistry, computer science, and biomechanical principles to the design, development, and evaluation of biological, agricultural, and health systems and products, such as artificial organs, prostheses, instrumentation, medical information systems, and health management and care delivery systems.

23,480 people do this job in the US. $109,370 a year.

now
2%

of the working time. Estimate.

Kinds of work
  • 66%
  • 14%
  • 20%
13%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
September 2028

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 66% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 1%. Today's estimate: 2%.

0%5%10%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 0% within reachGPT-5, August 2025: 0% within reachGemini 3 Pro, November 2025: 0% within reachClaude Opus 4.5, November 2025: 0% within reachGPT-5.2, December 2025: 0% within reachClaude Opus 4.6, February 2026: 0% within reachClaude Mythos Preview (early), April 2026: 1% within reachToday (estimate), September 2026: 2% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 30 tasks from .

TaskKind
Prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.Done more than monthly by most who do it. AI observed on this task.7%1.7 work days6.7 h to 4.2 work days1%Half by Nov 2027
Develop statistical models or simulations, using statistical or modeling software.Done more than monthly by most who do it. 7%2.1 work days3.3 h to 1.7 work weeks1%Half by Sep 2028
Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.Done more than yearly by most who do it. AI observed on this task.7%4.2 work days2.1 work days to 3.5 work weeksStays with people
Adapt or design computer hardware or software for medical science uses.Done more than weekly by most who do it. 7%4.2 work days6.7 h to 4.2 work weeks0%Half by May 2029
Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes.Done more than weekly by most who do it. 7%4.2 work days6.7 h to 4.2 work weeks0%Half by May 2029
Design or conduct follow-up experimentation, based on generated data, to meet established process objectives.Done more than monthly by most who do it. 7%4.2 work days6.7 h to 2.5 work weeksStays with people
Design or direct bench or pilot production experiments to determine the scale of production methods that optimize product yield and minimize production costs.Done yearly or less by most who do it.7%1.7 work weeks2.1 work days to 1.2 work monthsStays with people
Design or develop medical diagnostic or clinical instrumentation, equipment, or procedures, using the principles of engineering and biobehavioral sciences.Done daily by most who do it. 7%2 work weeks2.5 work days to 1.6 work months0%Half by Sep 2029
Manage teams of engineers by creating schedules, tracking inventory, creating or using budgets, or overseeing contract obligations or deadlines.Done more than weekly by most who do it. 7%6.7 h1.7 h to 2.5 work days8%Half by Sep 2027
Develop bioremediation processes to reduce pollution, protect the environment, or treat waste products.Done yearly or less by most who do it.5%3.3 work weeks4.2 work days to 2.4 work months0%Half by Dec 2029
Develop methodologies for transferring procedures or biological processes from laboratories to commercial-scale manufacturing production.Done yearly or less by most who do it. 4%1.7 work weeks2.1 work days to 1.5 work months0%Half by Aug 2029
Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment.Done more than yearly by most who do it. 4%1 work day3.3 h to 3.1 work days6%Half by Sep 2027

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.