Terrazzo Workers and Finishers
Construction and Extraction Occupations- O*NET-SOC code
- 47-2053.00
Apply a mixture of cement, sand, pigment, or marble chips to floors, stairways, and cabinet fixtures to fashion durable and decorative surfaces.
- Data source: BLSPublished: 2026-08
Low· relative
LowFour relative bandsVery highGroup-level value
Scale, basis and source
Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
- Data source: AnthropicPublished: 2026-03
0.000
0.000Range of values carried here0.745Scale, basis and source
Observed exposure index, 0–1 as published
Mapped onto O*NET tasks
Published per SOC 2018 occupation; every O*NET occupation with the same SOC 2018 code carries this value
- Data source: ILOPublished: 2025
0.10
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
Published per ISCO-08 unit group. Linked to this occupation, wholly or in part, by applying U.S. Bureau of Labor Statistics crosswalks (ISCO-08 to 2010 SOC, 2010 SOC to 2018 SOC) as published
What kind of figure this source publishes
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
Task-level exposure
Show 25 hidden tasks26 rated tasks · 0 tasks with β ≥ 0.5 (0.0%)
β = direct exposure (E1) + 0.5 × exposure when tools are available (E2), per the source repository's definition.
- Source unit: O*NET 27.2 tasks → O*NET 31.0 occupation code
- All rated tasks are in the O*NET 31.0 task list.
- Source
- OpenAI "GPTs are GPTs" exposure rubric
- Release
- gh-main-0471612
- License
- MIT License, Copyright (c) 2024 OpenAI
| Task (O*NET 20.1) | Claude.aiRaw / share % |
|---|---|
Wet concrete surface and rub with stone to smooth surface and obtain specified finish.47-2053.00 | 0.0028100.0 |
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 (O*NET 27.2) | βE1 + 0.5 × E2 |
|---|---|
Cut metal division strips and press them into the terrazzo base for joints or changes of color to form designs or patterns or to help prevent cracks.O*NET Task ID 9823 | 0.0 |
Blend marble chip mixtures, place into panels, and push a roller over the surface to embed the chips.O*NET Task ID 9824 | 0.0 |
Measure designated amounts of ingredients for terrazzo or grout, according to standard formulas and specifications, using graduated containers and scales, and load ingredients into portable mixer.O*NET Task ID 9825 | 0.0 |
Mold expansion joints and edges, using edging tools, jointers, or straightedges.O*NET Task ID 9826 | 0.0 |
Spread, level, or smooth concrete or terrazzo mixtures to form bases or finished surfaces, using rakes, shovels, hand or power trowels, hand or power screeds, or floats.O*NET Task ID 9827 | 0.0 |
Grind curved surfaces or areas inaccessible to surfacing machine, such as stairways or cabinet tops, with portable hand grinder.O*NET Task ID 9828 | 0.0 |
Grind surfaces with a power grinder, or polish surfaces with polishing or surfacing machines.O*NET Task ID 9829 | 0.0 |
Position and secure moisture membrane and wire mesh in preparation for pouring base materials for terrazzo installation.O*NET Task ID 9830 | 0.0 |
Modify mixing, grouting, grinding, or cleaning procedures, according to type of installation or material used.O*NET Task ID 9831 | 0.0 |
Wash polished terrazzo surface, using cleaner and water, and apply sealer and curing agent according to manufacturer's specifications, using brush or sprayer.O*NET Task ID 9832 | 0.0 |
Mix cement, sand, and water to produce concrete, grout, or slurry, using hoe, trowel, tamper, scraper, or concrete-mixing machine.O*NET Task ID 9833 | 0.0 |
Sprinkle colored marble or stone chips, powdered steel, or coloring powder over surface to produce prescribed finish.O*NET Task ID 9834 | 0.0 |
Wet surface to prepare for bonding, fill holes and cracks with grout or slurry, and smooth with a trowel.O*NET Task ID 9835 | 0.0 |
Repair concrete by cutting out damaged areas, drilling holes for reinforcing rods, and positioning reinforcing rods, using power saw and drill.O*NET Task ID 9836 | 0.0 |
Clean installation site, mixing and storage areas, tools, machines, and equipment, and store materials and equipment.O*NET Task ID 9837 | 0.0 |
Fill slight grinding depressions with matching grout material and hand-trowel for a smooth, uniform surface.O*NET Task ID 9838 | 0.0 |
Chip, scrape, or grind high spots, ridges, or rough projections to finish concrete, using pneumatic chisel, hand chisel, or other hand tools.O*NET Task ID 9839 | 0.0 |
Clean chipped area, using wire brush, and feel and observe surface to determine if it is rough or uneven.O*NET Task ID 9840 | 0.0 |
Move terrazzo installation materials, tools, machines, or work devices to work areas, manually or using wheelbarrow.O*NET Task ID 9841 | 0.0 |
Build wooden molds, clamping molds around areas to be repaired, or setting up frames to the proper depth and alignment.O*NET Task ID 9842 | 0.0 |
Signal truck driver to position truck to facilitate pouring concrete and move chute to direct concrete on forms.O*NET Task ID 9843 | 0.0 |
Produce rough concrete surface, using broom.O*NET Task ID 9844 | 0.0 |
Precast terrazzo blocks in wooden forms.O*NET Task ID 9845 | 0.0 |
Spread roofing paper on surface of foundation and spread concrete onto roofing paper with trowel to form terrazzo base.O*NET Task ID 9846 | 0.0 |
Remove frames when the foundation is dry.O*NET Task ID 9847 | 0.0 |
Wet concrete surface and rub with stone to smooth surface and obtain specified finish.O*NET Task ID 9848 | 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
All O*NET 31.0 task statements (26)
All O*NET 31.0 task statements for this occupation (English, as published; task type core or supplemental). Exposure values are not listed here; they are in the table above, next to each task statement as worded in the O*NET version each source used.
| Task (O*NET 31.0) | Type |
|---|---|
| Cut metal division strips and press them into the terrazzo base for joints or changes of color to form designs or patterns or to help prevent cracks. | Core |
| Blend marble chip mixtures, place into panels, and push a roller over the surface to embed the chips. | Core |
| Measure designated amounts of ingredients for terrazzo or grout, according to standard formulas and specifications, using graduated containers and scales, and load ingredients into portable mixer. | Core |
| Mold expansion joints and edges, using edging tools, jointers, or straightedges. | Core |
| Spread, level, or smooth concrete or terrazzo mixtures to form bases or finished surfaces, using rakes, shovels, hand or power trowels, hand or power screeds, or floats. | Core |
| Grind curved surfaces or areas inaccessible to surfacing machine, such as stairways or cabinet tops, with portable hand grinder. | Core |
| Grind surfaces with a power grinder, or polish surfaces with polishing or surfacing machines. | Core |
| Position and secure moisture membrane and wire mesh in preparation for pouring base materials for terrazzo installation. | Core |
| Modify mixing, grouting, grinding, or cleaning procedures, according to type of installation or material used. | Core |
| Wash polished terrazzo surface, using cleaner and water, and apply sealer and curing agent according to manufacturer's specifications, using brush or sprayer. | Core |
| Mix cement, sand, and water to produce concrete, grout, or slurry, using hoe, trowel, tamper, scraper, or concrete-mixing machine. | Core |
| Sprinkle colored marble or stone chips, powdered steel, or coloring powder over surface to produce prescribed finish. | Core |
| Wet surface to prepare for bonding, fill holes and cracks with grout or slurry, and smooth with a trowel. | Core |
| Clean installation site, mixing and storage areas, tools, machines, and equipment, and store materials and equipment. | Core |
| Fill slight grinding depressions with matching grout material and hand-trowel for a smooth, uniform surface. | Core |
| Chip, scrape, or grind high spots, ridges, or rough projections to finish concrete, using pneumatic chisel, hand chisel, or other hand tools. | Core |
| Clean chipped area, using wire brush, and feel and observe surface to determine if it is rough or uneven. | Core |
| Move terrazzo installation materials, tools, machines, or work devices to work areas, manually or using wheelbarrow. | Core |
| Repair concrete by cutting out damaged areas, drilling holes for reinforcing rods, and positioning reinforcing rods, using power saw and drill. | Supplemental |
| Build wooden molds, clamping molds around areas to be repaired, or setting up frames to the proper depth and alignment. | Supplemental |
| Signal truck driver to position truck to facilitate pouring concrete and move chute to direct concrete on forms. | Supplemental |
| Produce rough concrete surface, using broom. | Supplemental |
| Precast terrazzo blocks in wooden forms. | Supplemental |
| Spread roofing paper on surface of foundation and spread concrete onto roofing paper with trowel to form terrazzo base. | Supplemental |
| Remove frames when the foundation is dry. | Supplemental |
| Wet concrete surface and rub with stone to smooth surface and obtain specified finish. | Supplemental |
1.25/ 3· Robot exposure index
Scale, basis and source
Each physical task is graded 0–3 by the setting in which robots that have been deployed, sold or demonstrated could do it (0 none · 1 purpose-built robot settings such as a fenced machine cell or a bottling line · 2 structured facilities such as a hospital pharmacy or a container port · 3 unstructured settings such as a private home or a construction site), and the grades are averaged by share of working time
Physical tasks among this occupation's O*NET 29.3 tasks
Anthropic estimated the grades and time shares with Claude Opus 5 using web search, as of 2026.
The robot exposure index is a different measure from the AI exposure figures on this site and cannot be added to or compared with them. It does not measure actual adoption or cost, and 0 also covers occupations with no physical tasks.
Tier of each physical task
Robot environment tiers (E0–E3)
E0 noneDetails
Rated not doable by robots that have been deployed, sold or demonstrated, even in a purpose-built setting
E1 purpose-built robot settingsDetails
Rated doable in a setting built around the machine, such as a fenced machine cell or a bottling line
E2 structured facilitiesDetails
Rated doable in a human work facility that an institution keeps to a working standard, such as a hospital pharmacy or a container port
E3 unstructured settingsDetails
Rated doable in a setting that no institution keeps to a working standard, such as a private home or a construction site
Only tasks classified as physical are listed; other tasks have no tier in the source.
| Task (O*NET 29.3) | Robot environment tier |
|---|---|
| Cut metal division strips and press them into the terrazzo base for joints or changes of color to form designs or patterns or to help prevent cracks. | E1 purpose-built robot settings |
| Blend marble chip mixtures, place into panels, and push a roller over the surface to embed the chips. | E1 purpose-built robot settings |
| Measure designated amounts of ingredients for terrazzo or grout, according to standard formulas and specifications, using graduated containers and scales, and load ingredients into portable mixer. | E1 purpose-built robot settings |
| Mold expansion joints and edges, using edging tools, jointers, or straightedges. | E1 purpose-built robot settings |
| Spread, level, or smooth concrete or terrazzo mixtures to form bases or finished surfaces, using rakes, shovels, hand or power trowels, hand or power screeds, or floats. | E1 purpose-built robot settings |
| Grind curved surfaces or areas inaccessible to surfacing machine, such as stairways or cabinet tops, with portable hand grinder. | E1 purpose-built robot settings |
| Grind surfaces with a power grinder, or polish surfaces with polishing or surfacing machines. | E2 structured facilities |
| Position and secure moisture membrane and wire mesh in preparation for pouring base materials for terrazzo installation. | E1 purpose-built robot settings |
| Modify mixing, grouting, grinding, or cleaning procedures, according to type of installation or material used. | E0 none |
| Wash polished terrazzo surface, using cleaner and water, and apply sealer and curing agent according to manufacturer's specifications, using brush or sprayer. | E2 structured facilities |
| Mix cement, sand, and water to produce concrete, grout, or slurry, using hoe, trowel, tamper, scraper, or concrete-mixing machine. | E1 purpose-built robot settings |
| Sprinkle colored marble or stone chips, powdered steel, or coloring powder over surface to produce prescribed finish. | E1 purpose-built robot settings |
| Wet surface to prepare for bonding, fill holes and cracks with grout or slurry, and smooth with a trowel. | E1 purpose-built robot settings |
| Clean installation site, mixing and storage areas, tools, machines, and equipment, and store materials and equipment. | E1 purpose-built robot settings |
| Fill slight grinding depressions with matching grout material and hand-trowel for a smooth, uniform surface. | E1 purpose-built robot settings |
| Chip, scrape, or grind high spots, ridges, or rough projections to finish concrete, using pneumatic chisel, hand chisel, or other hand tools. | E1 purpose-built robot settings |
| Clean chipped area, using wire brush, and feel and observe surface to determine if it is rough or uneven. | E1 purpose-built robot settings |
| Move terrazzo installation materials, tools, machines, or work devices to work areas, manually or using wheelbarrow. | E2 structured facilities |
| Repair concrete by cutting out damaged areas, drilling holes for reinforcing rods, and positioning reinforcing rods, using power saw and drill. | E1 purpose-built robot settings |
| Build wooden molds, clamping molds around areas to be repaired, or setting up frames to the proper depth and alignment. | E1 purpose-built robot settings |
| Signal truck driver to position truck to facilitate pouring concrete and move chute to direct concrete on forms. | E1 purpose-built robot settings |
| Produce rough concrete surface, using broom. | E1 purpose-built robot settings |
| Precast terrazzo blocks in wooden forms. | E1 purpose-built robot settings |
| Spread roofing paper on surface of foundation and spread concrete onto roofing paper with trowel to form terrazzo base. | E1 purpose-built robot settings |
| Remove frames when the foundation is dry. | E1 purpose-built robot settings |
| Wet concrete surface and rub with stone to smooth surface and obtain specified finish. | E1 purpose-built robot settings |
Occupation information
Employment outlook (BLS)
- Employment, 2025
- 1K
- Projected employment, 2035
- 1K
- Change (2025–35)
- -13%
- Median annual wage, 2025
- $76,170
- Typical education needed for entry
- High school diploma or equivalent
Korea classification links (KSCO)
Links from the current release of the Korea Occupation Direct Crosswalk v1.1, made by AI Changing Work. Relation values are read from the O*NET-SOC occupation side.
| KSCO code | KSCO title | Relation | Status |
|---|---|---|---|
| 78221 | 인조석 설치원 | Same scope | confirmed |
Relation and status definitions(kr-direct v1.1)
ILO occupational description
AI Changing Work links the ISCO-08 unit groups below to this occupation by applying the U.S. Bureau of Labor Statistics crosswalks (2018 SOC to 2010 SOC, 2010 SOC to ISCO-08) as published, without case-by-case selection; each link may be whole or partial.
- ISCO-08 7114Concrete Placers, Concrete Finishers and Related Workers
The definition, tasks and examples below are the ILO's description of that unit group, not of this occupation.
Concrete placers, concrete finishers and related workers erect reinforced concrete frameworks and structures, make forms for moulding concrete, reinforce concrete surfaces, cement openings in walls or casings for wells, finish and repair cement surfaces and carry out terrazzo work.
Tasks
- (a) constructing and repairing reinforced concrete floors, walls, tanks, silos and other concrete structures;
- (b) making shuttering or assembling prefabricated forms for moulding concrete;
- (c) cementing openings in walls or casings for wells;
- (d) finishing and smoothing surfaces of concrete structures;
- (e) applying a durable, smooth surfacing composed of cement, sand pigment and marble particles to floors, known as a terrazzo finish;
Example occupations
Cement finisher · Concrete placer · Terrazzo worker
Sources: ILO ISCO-08 — details: Credits
ESCO occupational vocabulary
Each entry below is matched to this occupation in the published ESCO-O*NET Crosswalk (version 1, 2022). The match types are that crosswalk's; the wording is AI Changing Work's.
- terrazzo setterESCO 7114.2This occupation is broader
Terrazzo setters create terrazzo surfaces. They prepare the surface, installing strips to divide sections. They then pour the solution containing cement and marble chips. Terrazzo setters finish the floor by polishing the surface to ensure smoothness and shine.
Source: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
License: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
France classification links (ROME)
AI Changing Work's links between this occupation and ROME 4.0 job profiles, judged with AI models. Relations are read from this occupation's side. Links marked “provisional” were adopted on the judgments of two judges from the same model family (Claude) alone, or by an operator rule applied to their judgments, so they rest on weaker evidence than confirmed links.
| ROME code | ROME title (French) | Relation |
|---|---|---|
| F1608 | Carreleur / Carreleuse | This occupation is narrowerprovisional |
| F1609 | Poseur / Poseuse de revêtements de sols | Related, not a matchprovisional |
Source: France Travail — Répertoire Opérationnel des Métiers et des Emplois (ROME 4.0), version 61, last updated 15 June 2026 (https://www.data.gouv.fr/datasets/repertoire-operationnel-des-metiers-et-des-emplois-rome). Licence Ouverte 2.0.
ROME codes and titles are reproduced unchanged; the links to O*NET-SOC occupations are AI Changing Work's own judgment and are not a France Travail correspondence.
(AI Changing Work link release: fr-direct v1)
Spain classification links (CNO-11)
AI Changing Work's links between this occupation and CNO-11 occupations, judged with AI models. Relations are read from this occupation's side.
| CNO-11 code | CNO-11 title (Spanish) | Relation |
|---|---|---|
| 7111 | Encofradores y operarios de puesta en obra de hormigón | This occupation is narrower |
| 7240 | Soladores, colocadores de parquet y afines | Related, not a match |
Source: Instituto Nacional de Estadística (INE), National Classification of Occupations 2011 (CNO-11, Royal Decree 1591/2010) — www.ine.es · Licensed CC BY 4.0. CNO-11 codes and Spanish titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not an INE correspondence.
(AI Changing Work link release: es-direct v1)
Germany classification links (KldB)
AI Changing Work's links between this occupation and KldB occupations, judged with AI models. Relations are read from this occupation's side.
| KldB code | KldB title (German) | Relation |
|---|---|---|
| 33122 | Berufe in der Estrich- und Terrazzoverlegung - fachlich ausgerichtete Tätigkeiten | This occupation is narrowerprovisional |
Source: © Statistik der Bundesagentur für Arbeit — Klassifikation der Berufe 2010 – überarbeitete Fassung 2020, https://statistik.arbeitsagentur.de. KldB codes and titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own mapping (eigene Zuordnung) and are not a Bundesagentur für Arbeit correspondence.
(AI Changing Work link release: de-direct v1)
Japan classification links (JSCO)
AI Changing Work's links between this occupation and JSCO occupations, judged with AI models. Relations are read from this occupation's side.
| JSCO code | JSCO title (Japanese) | Relation |
|---|---|---|
| 664 | 左官 | This occupation is narrowerprovisional |
| 662 | ブロック積・タイル張従事者 | Related, not a matchprovisional |
Source: Ministry of Internal Affairs and Communications (MIC), Japan Standard Occupational Classification (Dec. 2009, MIC Notification No. 555). JSCO codes and Japanese titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not a MIC correspondence.
(AI Changing Work link release: jp-direct v1)
Sources, licenses and AI Changing Work's modification and translation notices for this page: Credits & sources