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
Complete order receipts.Details
O*NET Task ID 23871
1.0
Keep records on the use or damage of stock or stock-handling equipment.Details
O*NET Task ID 23894
1.0
Keep records of out-going orders.Details
O*NET Task ID 23895
1.0
Read orders to ascertain catalog numbers, sizes, colors, and quantities of merchandise.Details
O*NET Task ID 23873
0.5
Compare merchandise invoices to items actually received to ensure that shipments are correct.Details
O*NET Task ID 23881
0.5
Take inventory or examine merchandise to identify items to be reordered or replenished.Details
O*NET Task ID 23885
0.5
Design and set up advertising signs and displays of merchandise on shelves, counters, or tables to attract customers and promote sales.Details
O*NET Task ID 23889
0.5
Requisition merchandise from supplier, based on available space, merchandise on hand, customer demand, or advertised specials.Details
O*NET Task ID 23897
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
国际劳工组织（ILO）职业说明
Stock Clerks
仓储文员
自行翻译
自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。
Stock clerks maintain records of goods produced and production materials received, weighed, issued, dispatched or put into stock.
任务
(a) arranging and controlling receipt and dispatch of goods and keeping relevant records;
(b) maintaining stock records, verifying issue of goods, estimating needs and making requisitions of new stocks;
(c) receiving, storing and issuing tools, spare parts, or various equipment and maintaining relevant records;
(d) weighing goods received or produced, or for issue or dispatch and maintaining relevant records;
(e) compiling inventories of furniture and other items received for storage;
Warehouse operators for clothing are in charge of storing textile fabrics, accessories and components for clothing production. They ensure that all the components necessary for the production of clothing are ready to use in the production chain by classifying and registering the purchased component, forecasting purchases and distributing them across different departments.
footwear factory warehouse operatorESCO 4321.1.1
Footwear factory warehouse operators for footwear are in charge of storing the raw and subsidiaries materials, the working devices and the components for footwear production. They ensure that all the components necessary for the production of shoes are ready to use in the production chain by classifying and registering the purchased component, forecasting purchases and distributing them across different departments.
raw materials warehouse specialistESCO 4321.1.4
Raw materials warehouse specialists organise and monitor the reception and storage of raw materials in the warehouse according to the required conditions. They monitor the stock levels.
leather goods warehouse operatorESCO 4321.1.2
Leather goods warehouse operators are in charge of the warehouse of leather, components, other materials and production devises. They classify and register the purchased raw materials and components, forecast purchases and distribute them across different departments. They ensure that all the necessary raw materials and components for the production are ready to be used and to be placed in the production chain.
inventory coordinatorESCO 4321.1
Inventory coordinators keep track of products stored in warehouses for transport to stores, wholesalers and individual customers. They inspect the inventory and maintain paperwork and documents.
raw material reception operatorESCO 4321.1.3
Raw material reception operators operate and maintain tools and equipment to ensure that qualitative and quantitative requirements in the reception of the raw material are met. They use equipment to evaluate products such as grains, potatoes, cassava root, etc. They store and distribute products to the different processing factory units.
来源:European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
ESCO reuse terms and the modification notice are in Credits.
Shown in the original Korean. This dataset is published under KOGL Type 4, which prohibits derivative works including translation, so the text is reproduced unaltered.
마감시간(95) · 전화 대화하기(77) · 주말 및 공휴일 근무(74) · 앉아서 근무(74) · 공문, 문서 주고받기(73)
Related occupations
자재관리 사무원(물류사무원) · 무역 사무원 · 수상 및 항공운송 사무원 · 생산 및 품질관리 사무원
The KNOW occupations and KECO codes listed here were linked to this page's occupation by this site; this is not a correspondence defined by the Korea Employment Information Service or the Ministry of Employment and Labor.
Projected change: +8.9%
Median wage: $37K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K
Employment: 2.8M
Typical entry-level education: No formal educational credential
