材料工程师

生命、物理与社会科学

AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    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

    0.000

    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 %
Teach in colleges and universities.

17-2131

0.0024100.0
Not observed on any surface — 19 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.
Analyze product failure data and laboratory test results to determine causes of problems and develop solutions.
—0
Monitor material performance and evaluate material deterioration.
—0
Supervise the work of technologists, technicians, and other engineers and scientists.
—0
Design and direct the testing or control of processing procedures.
—0
Evaluate technical specifications and economic factors relating to process or product design objectives.
—0
Conduct or supervise tests on raw materials or finished products to ensure their quality.
—0
Perform managerial functions, such as preparing proposals and budgets, analyzing labor costs, and writing reports.
—0
Solve problems in a number of engineering fields, such as mechanical, chemical, electrical, civil, nuclear, and aerospace.
—0
Plan and evaluate new projects, consulting with other engineers and corporate executives as necessary.
—0
Review new product plans and make recommendations for material selection based on design objectives, such as strength, weight, heat resistance, electrical conductivity, and cost.
—0
Modify properties of metal alloys, using thermal and mechanical treatments.
—0
Guide technical staff engaged in developing materials for specific uses in projected products or devices.
—0
Plan and implement laboratory operations for the purpose of developing material and fabrication procedures that meet cost, product specification, and performance standards.
—0
Determine appropriate methods for fabricating and joining materials.
—0
Supervise production and testing processes in industrial settings, such as metal refining facilities, smelting or foundry operations, or nonmetallic materials production operations.
—0
Replicate the characteristics of materials and their components with computers.
—0
Design processing plants and equipment.
—0
Conduct training sessions on new material products, applications, or manufacturing methods for customers and their employees.
—0
Write for technical magazines, journals, and trade association publications.
—0

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

职业信息