生物医学工程师

生命、物理与社会科学

AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    很高· 相对

    低四级相对区间很高

    职业群单位数值

    尺度 · 母数 · 来源

    四级相对类别（低 / 中等 / 高 / 很高）

    以BLS就业预测表中831个细分职业为基数。取值按 NEM（全国就业矩阵）代码给定，因此共用同一 NEM 代码的职业得到相同分档

    来源数据集（XLSX 文件下载）

  • 数据来源: Anthropic发布时间: 2026-03

    0.133

    0.000此处所载数值的范围0.745
    尺度 · 母数 · 来源

    观测暴露度指数，按发布原值0–1

    以O*NET任务映射为基准

    来源数据集

  • 数据来源: ILO发布时间: 2025

    0.30

    0.09此处所载数值的范围0.70

    职业群单位数值

    尺度 · 母数 · 来源

    生成式AI暴露度指数，按发布原值0–1

    ISCO-08职业小类单位 — 共用同一代码的职业取值相同

    本站计算，并非国际劳工组织发布的数值。在本站与 ILO 数据集相连的 1,012 个职业中，达到或高于此值的占 67%。

    来源数据集

该来源发布的是什么性质的数值

BLS的类别是相对排位而非绝对水平，也不是一手测量：它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测，不是采用概率，也不区分自动化与增强。

Task-level exposure

仅显示有暴露的工作
TaskClaude.aiRaw / share %APIRaw / share %
Adapt or design computer hardware or software for medical science uses.

17-2031

0.0100100.00.0100100.0
Develop statistical models or simulations, using statistical or modeling software.

17-2031

0.00000.00.00000.0
Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment.

17-2031

0.00000.0—0
Recommend process formulas, instrumentation, or equipment specifications, based on results of bench or pilot experimentation.

17-2031

0.00000.0—0
Evaluate the safety, efficiency, and effectiveness of biomedical equipment.
—00.00000.0
Not observed on any surface — 25 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states.
Advise hospital administrators on the planning, acquisition, and use of medical equipment.
—0—0
Research new materials to be used for products, such as implanted artificial organs.
—0—0
Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes.
—0—0
Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.
—0—0
Conduct training or in-services to educate clinicians and other personnel on proper use of equipment.
—0—0
Collaborate with manufacturing or quality assurance staff to prepare product specification or safety sheets, standard operating procedures, user manuals, or qualification and validation reports.
—0—0
Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.
—0—0
Communicate with suppliers regarding the design or specifications of bioproduction equipment, instrumentation, or materials.
—0—0
Confer with research and biomanufacturing personnel to ensure the compatibility of design and production.
—0—0
Consult with chemists or biologists to develop or evaluate novel technologies.
—0—0
Design or conduct follow-up experimentation, based on generated data, to meet established process objectives.
—0—0
Design or develop medical diagnostic or clinical instrumentation, equipment, or procedures, using the principles of engineering and biobehavioral sciences.
—0—0
Develop methodologies for transferring procedures or biological processes from laboratories to commercial-scale manufacturing production.
—0—0
Maintain databases of experiment characteristics or results.
—0—0
Manage teams of engineers by creating schedules, tracking inventory, creating or using budgets, or overseeing contract obligations or deadlines.
—0—0
Prepare project plans for equipment or facility improvements, including time lines, budgetary estimates, or capital spending requests.
—0—0
Prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.
—0—0
Read current scientific or trade literature to stay abreast of scientific, industrial, or technological advances.
—0—0
Analyze new medical procedures to forecast likely outcomes.
—0—0
Advise manufacturing staff regarding problems with fermentation, filtration, or other bioproduction processes.
—0—0
Design and deliver technology, such as prosthetic devices, to assist people with disabilities.
—0—0
Design or direct bench or pilot production experiments to determine the scale of production methods that optimize product yield and minimize production costs.
—0—0
Develop bioremediation processes to reduce pollution, protect the environment, or treat waste products.
—0—0
Lead studies to examine or recommend changes in process sequences or operation protocols.
—0—0
Review existing manufacturing processes to identify opportunities for yield improvement or reduced process variation.
—0—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

职业信息