花艺师
食品准备与服务AI暴露度
- 数据来源: BLS发布时间: 2026-08
中等· 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
- 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
- 数据来源: ILO发布时间: 2025
0.14
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 95%。
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| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Plan arrangement according to client's requirements, using knowledge of design and properties of materials, or select appropriate standard design pattern.27-1023 | 0.020066.7 | 0.0100100.0 |
Conduct classes or demonstrations, or train other workers.27-1023 | 0.010033.3 | 0.00000.0 |
Confer with clients regarding price and type of arrangement desired and the date, time, and place of delivery. | —0 | 0.00000.0 |
| Not observed on any surface — 12 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. | ||
Water plants, and cut, condition, and clean flowers and foliage for storage. | —0 | —0 |
Select flora and foliage for arrangements, working with numerous combinations to synthesize and develop new creations. | —0 | —0 |
Order and purchase flowers and supplies from wholesalers and growers. | —0 | —0 |
Wrap and price completed arrangements. | —0 | —0 |
Trim material and arrange bouquets, wreaths, terrariums, and other items, using trimmers, shapers, wire, pins, floral tape, foam, and other materials. | —0 | —0 |
Perform office and retail service duties, such as keeping financial records, serving customers, answering telephones, selling giftware items, and receiving payment. | —0 | —0 |
Inform customers about the care, maintenance, and handling of various flowers and foliage, indoor plants, and other items. | —0 | —0 |
Decorate, or supervise the decoration of, buildings, halls, churches, or other facilities for parties, weddings and other occasions. | —0 | —0 |
Perform general cleaning duties in the store to ensure the shop is clean and tidy. | —0 | —0 |
Unpack stock as it comes into the shop. | —0 | —0 |
Create and change in-store and window displays, designs, and looks to enhance a shop's image. | —0 | —0 |
Deliver arrangements to customers, or oversee employees responsible for deliveries. | —0 | —0 |
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.
| Task | βE1 + 0.5 × E2 |
|---|---|
Inform customers about the care, maintenance, and handling of various flowers and foliage, indoor plants, and other items.O*NET Task ID 1727 | 1.0 |
Select flora and foliage for arrangements, working with numerous combinations to synthesize and develop new creations.O*NET Task ID 1722 | 0.5 |
Order and purchase flowers and supplies from wholesalers and growers.O*NET Task ID 1723 | 0.5 |
Perform office and retail service duties, such as keeping financial records, serving customers, answering telephones, selling giftware items, and receiving payment.O*NET Task ID 1726 | 0.5 |
Create and change in-store and window displays, designs, and looks to enhance a shop's image.O*NET Task ID 1731 | 0.5 |
Confer with clients regarding price and type of arrangement desired and the date, time, and place of delivery.O*NET Task ID 1719 | 0.0 |
Plan arrangement according to client's requirements, using knowledge of design and properties of materials, or select appropriate standard design pattern.O*NET Task ID 1720 | 0.0 |
Water plants, and cut, condition, and clean flowers and foliage for storage.O*NET Task ID 1721 | 0.0 |
Wrap and price completed arrangements.O*NET Task ID 1724 | 0.0 |
Trim material and arrange bouquets, wreaths, terrariums, and other items, using trimmers, shapers, wire, pins, floral tape, foam, and other materials.O*NET Task ID 1725 | 0.0 |
Decorate, or supervise the decoration of, buildings, halls, churches, or other facilities for parties, weddings and other occasions.O*NET Task ID 1728 | 0.0 |
Perform general cleaning duties in the store to ensure the shop is clean and tidy.O*NET Task ID 1729 | 0.0 |
Unpack stock as it comes into the shop.O*NET Task ID 1730 | 0.0 |
Conduct classes or demonstrations, or train other workers.O*NET Task ID 1732 | 0.0 |
Grow flowers for use in arrangements or for sale in shop.O*NET Task ID 1733 | 0.0 |
Deliver arrangements to customers, or oversee employees responsible for deliveries.O*NET Task ID 20751 | 0.0 |
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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page
职业信息
与本职业相关的近期变化
2026年3月: Published evergreen blog post analyzing AI impact on florists with 18% exposure and 12% automation risk.
[来源: AI Changing Work Blog]