Skip to content
Slow Variables
Ask
Census · Engineering · occupation code 17-2031

Bioengineers and Biomedical Engineers

Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.

Passes the screen · 1 of 30 tasks

  • Maintain databases of experiment characteristics or results.

    quick to check, an existing check settles it, and a mistake is cheap · 6.1% of the role's time · $148M · passed by Claude Sonnet, GPT-6 Sol · the models disagreed

Does not pass

  • Manage teams of engineers by creating schedules, tracking inventory, creating or using budgets, or overseeing contract obligations or deadlines.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 7.5% of the role's time · $182M

  • Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 7.2% of the role's time · $176M

  • Prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.

    reason given most often: no existing check settles it, and a failure is too expensive · 6.8% of the role's time · $165M

  • Design or develop medical diagnostic or clinical instrumentation, equipment, or procedures, using the principles of engineering and biobehavioral sciences.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 6.5% of the role's time · $159M

  • Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.

    physical work, outside the screen · 6.5% of the role's time · $158M

  • Adapt or design computer hardware or software for medical science uses.

    reason given most often: no existing check settles it, and a failure is too expensive · 5.8% of the role's time · $141M

  • Design or conduct follow-up experimentation, based on generated data, to meet established process objectives.

    physical work, outside the screen · 5.5% of the role's time · $135M

  • Develop statistical models or simulations, using statistical or modeling software.

    reason given most often: no existing check settles it · 5.5% of the role's time · $134M

  • Read current scientific or trade literature to stay abreast of scientific, industrial, or technological advances.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 5.4% of the role's time · $132M

  • Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment.

    reason given most often: no existing check settles it · 4.4% of the role's time · $107M

  • Evaluate the safety, efficiency, and effectiveness of biomedical equipment.

    physical work, outside the screen · 3.7% of the role's time · $90.1M

  • Confer with research and biomanufacturing personnel to ensure the compatibility of design and production.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.9% of the role's time · $69.6M

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 2.5% of the role's time · $60.9M

  • Collaborate with manufacturing or quality assurance staff to prepare product specification or safety sheets, standard operating procedures, user manuals, or qualification and validation reports.

    reason given most often: no existing check settles it · 2.5% of the role's time · $59.8M

  • Analyze new medical procedures to forecast likely outcomes.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 2.2% of the role's time · $53.9M

  • Research new materials to be used for products, such as implanted artificial organs.

    physical work, outside the screen · 2.0% of the role's time · $49.2M

  • Recommend process formulas, instrumentation, or equipment specifications, based on results of bench or pilot experimentation.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.8% of the role's time · $43.6M

  • Develop methodologies for transferring procedures or biological processes from laboratories to commercial-scale manufacturing production.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.7% of the role's time · $40.3M

  • Advise hospital administrators on the planning, acquisition, and use of medical equipment.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.6% of the role's time · $38.3M

  • Design or direct bench or pilot production experiments to determine the scale of production methods that optimize product yield and minimize production costs.

    physical work, outside the screen · 1.5% of the role's time · $37.4M

  • Conduct training or in-services to educate clinicians and other personnel on proper use of equipment.

    physical work, outside the screen · 1.4% of the role's time · $35.0M

  • Consult with chemists or biologists to develop or evaluate novel technologies.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.4% of the role's time · $35.0M

  • Lead studies to examine or recommend changes in process sequences or operation protocols.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.4% of the role's time · $34.5M

  • Prepare project plans for equipment or facility improvements, including time lines, budgetary estimates, or capital spending requests.

    reason given most often: no existing check settles it · 1.4% of the role's time · $34.2M

  • Design and deliver technology, such as prosthetic devices, to assist people with disabilities.

    physical work, outside the screen · 1.1% of the role's time · $26.9M

  • Advise manufacturing staff regarding problems with fermentation, filtration, or other bioproduction processes.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.1% of the role's time · $25.7M

  • Communicate with suppliers regarding the design or specifications of bioproduction equipment, instrumentation, or materials.

    reason given most often: no existing check settles it · 1.0% of the role's time · $24.1M

  • Review existing manufacturing processes to identify opportunities for yield improvement or reduced process variation.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.0% of the role's time · $23.4M

  • Develop bioremediation processes to reduce pollution, protect the environment, or treat waste products.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 0.8% of the role's time · $19.7M

Where this role works