Telephone Switchboard Operators
ISCO-08 4223 · 4 - Clerical support workers
On the International Labour Organization's 2025 global study, the 5 task statements that define Telephone Switchboard Operators (ISCO-08 4223) score an average of 0.54 on a 0–1 exposure scale — more exposed than about 92% of the 427 placed occupations. Roughly 100% of its tasks fall somewhere on the exposed part of the gradient, and the typical task lands in the Gradient 3 band.
Exposure is task overlap, not a verdict. A high score means a generative-AI model can do part of the content of these tasks — it says nothing about whether the work is automated, whether anyone uses AI for it today, or whether jobs are lost. The gradient is scored on the international ISCO-08 system; the rest of Singulariki is U.S. O*NET/SOC, bridged below by an approximate, many-to-many crosswalk.
How its tasks split across the gradient
Each of the 5 scored tasks for this occupation, sorted into the six exposure bands — cool (human ground) to hot (almost fully assistable).
| Band | Tasks | Share | What it means |
|---|---|---|---|
| Not exposed | 0 | 0% | No meaningful GenAI capability on the task |
| Minimal | 0 | 0% | GenAI can touch the edges only |
| Gradient 1 | 0 | 0% | Lightly exposed — small assistable slices |
| Gradient 2 | 0 | 0% | Partly exposed — real assistable share |
| Gradient 3 | 5 | 100% | Heavily exposed — most of the task is assistable |
| Gradient 4 | 0 | 0% | Almost fully exposed |
The most-exposed task
“Operating switchboards and consoles to connect, hold, transfer, and disconnect telephone calls;”
Scores 0.67 on the 2025 scale. The automation task of operating switchboards and consoles to connect, hold, transfer, and disconnect telephone calls can be substantially aided by Generative AI. Many tasks involving routine, structured communication and data processing have shown significant potential for automation, such as servicing customer orders and providing phone information. Semantically similar tasks, like "Accepting orders for connecting phone calls or other telecommunication services" with an adjusted score of 0.615, demonstrate the capability of AI to handle repetitive and structured communications. Additionally, the "Providing information over the phone" task received a score of 0.55, indicating that where human oversight is minimal and tasks are straightforward, AI can play a substantial role in automation. In high-income countries like Poland, with prevalent technological infrastructure, this task can be optimized through AI tools, allowing efficient call handling and process management. However, complex, exception-handling scenarios and nuanced human interactions still require human involvement. Therefore, the score reflects a balanced view where AI significantly assists but isn't yet capable of autonomous operation in complex cases.
Moving fastest, 2023 → 2025
“Operating switchboards and consoles to connect, hold, transfer, and disconnect telephone calls;”
Model capability on this task changed by +0.47 in two years — the gradient is not static, it is filling in.
U.S. occupations this maps to
The American O*NET/SOC roles that crosswalk to ISCO-08 4223, biggest by employment first, via the published (approximate, many-to-many) IBS O*NET-SOC ↔ ISCO-08 correspondence. These are the closest U.S. matches — not an asserted one-to-one identity.
In context
Part of the 4 - Clerical support workers major group. Return to the full gradient to see how the whole group sits.
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Telephone Switchboard Operators sit at the 92nd percentile of the global GenAI exposure gradient
- Across 427 international occupations scored by the ILO, Telephone Switchboard Operators rank in the 92nd percentile for GenAI task exposure — overlap with what generative AI can attempt, not a projection of displacement.ILO / Gmyrek et al. (2025) GenAI exposure gradient
- About 100% of this occupation's tasks fall into an exposed gradient band.ILO / Gmyrek et al. (2025)
- Mean task exposure fell by 0.04 between the 2023 and 2025 model-capability snapshots.ILO / Gmyrek et al. (2025), 2023→2025
- Its most-exposed task: "Operating switchboards and consoles to connect, hold, transfer, and disconnect telephone calls;".ILO / Gmyrek et al. (2025)
Telephone Switchboard Operators sit at the 92nd percentile of the global GenAI exposure gradient • Across 427 international occupations scored by the ILO, Telephone Switchboard Operators rank in the 92nd percentile for GenAI task exposure — overlap with what generative AI can attempt, not a projection of displacement. (ILO / Gmyrek et al. (2025) GenAI exposure gradient) • About 100% of this occupation's tasks fall into an exposed gradient band. (ILO / Gmyrek et al. (2025)) • Mean task exposure fell by 0.04 between the 2023 and 2025 model-capability snapshots. (ILO / Gmyrek et al. (2025), 2023→2025) • Its most-exposed task: "Operating switchboards and consoles to connect, hold, transfer, and disconnect telephone calls;". (ILO / Gmyrek et al. (2025)) Source: Singulariki — "Telephone Switchboard Operators". https://singulariki.com/gradient/4223-telephone-switchboard-operators.html Note: AI task overlap measures what today's AI can attempt, not automation, job loss, or a forecast.
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Every line is built only from figures this page already shows and cites. AI task overlap means what today's AI can attempt — not automation, job loss, or a forecast.
Datasets behind this page
Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.
- O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
- ILO / Gmyrek et al. GenAI exposure gradient 2025 International Labour Organization
- IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022 Institute for Structural Research (IBS)