损失预防经理

管理

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

    0.069

    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: OpenAI发布时间: 2023

    0.368

    0.000此处所载数值的范围0.844
    尺度 · 母数 · 来源

    人工评分β，按发布原值0–1

    以O*NET任务映射为基准

    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

显示隐藏的 5 项工作

Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.

TaskβE1 + 0.5 × E2
Maintain databases such as bad check logs, reports on multiple offenders, and alarm activation lists.

O*NET Task ID 15785

1.0
Maintain documentation of all loss prevention activity.

O*NET Task ID 15796

1.0
Review loss prevention exception reports and cash discrepancies to ensure adherence to guidelines.

O*NET Task ID 15781

0.5
Perform cash audits and deposit investigations to fully account for store cash.

O*NET Task ID 15782

0.5
Provide recommendations and solutions in crisis situations such as workplace violence, protests, and demonstrations.

O*NET Task ID 15783

0.5
Monitor and review paperwork procedures and systems to prevent error-related shortages.

O*NET Task ID 15784

0.5
Direct installation of covert surveillance equipment, such as security cameras.

O*NET Task ID 15787

0.5
Advise retail establishments on development of loss-investigation procedures.

O*NET Task ID 15788

0.5
Verify correct use and maintenance of physical security systems, such as closed-circuit television, merchandise tags, and burglar alarms.

O*NET Task ID 15790

0.5
Supervise surveillance, detection, or criminal processing related to theft and criminal cases.

O*NET Task ID 15792

0.5

β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.

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

职业信息