Scaled occupations in demand 2024 original
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This file contains 2024 release demand indicators used in determining occupations in demand after weighting and scaling together with the overall demand index.
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Data set details
- Theme
- Labour market and skills
- Publication
- Occupations in demand
- Release
- Calendar year 2025
- Release type
- Number of rows
- 66,273
- Geographic levels
- National
- Indicators
- Annual change in contract or temporary workers
- Annual change in hourly wage
- Annual change in hours worked
- Average hourly wage
- Demand index
- Number of indicators imputed from 3-digit SOC
- Number of indicators with missing data
- Number of occupations
- Number of workers
- Online job advert density
- Proportion of workers
- Proportion of workers in demand
- Skills shortage vacancy density
- Visa application density
- Wage premium
- Filters
- Demand level
- ONS skill level
- Occupation group
- Occupation is in STEM
- Occupation is in construction
- Occupation is in the shortage occupation list
- SOC20
- SOC20 Description
- Time period
- 2024
Data set preview
| soc20_unit | soc20_label | visa_application_density | skills_shortage_vacancy_density | online_job_ad_density | annual_change_in_hourly_wage | wage_premium | annual_change_in_hours_worked | annual_change_in_contract_temp_workers | demand_index | demand_level | hourly_wage | workers | cluster | skill_level | shortage_occupation_list | construction | STEM | count | percent | demand_level_percent | imputed_indicators | missing_indicators | time_period | time_identifier | geographic_level | country_code | country_name |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total | Total | -1.48045E-17 | 4.67922E-17 | 1.0412E-16 | -1.04803E-17 | -4.69315E-18 | 9.8372E-18 | -1.12061E-17 | 1.52358E-17 | Total | 17.34742236 | 32746800 | Total | Total | Total | Total | Total | 412 | 100 | 100 | 275 | 108 | 2024 | Reporting year | National | K02000001 | United Kingdom |
| 1111 | Total | 0.583168478 | x | -1.153030924 | -0.806472897 | 2.719203985 | 0.74462226 | -0.801938079 | 0.214258804 | Total | 41.98 | 116100 | Total | Total | Total | Total | Total | 1 | 0.354538459 | 0.354538459 | 0 | 1 | 2024 | Reporting year | National | K02000001 | United Kingdom |
| 1112 | Total | x | x | x | -1.20699978 | 2.469780276 | 0.800304182 | -0.41731192 | 0.41144319 | Total | x | 10800 | Total | Total | Total | Total | Total | 1 | 0.032980322 | 0.032980322 | 4 | 3 | 2024 | Reporting year | National | K02000001 | United Kingdom |
| 1121 | Total | -0.251779119 | 0.337226539 | -0.585575867 | 2.137432524 | 0.118333768 | 0.374621913 | 0.140857926 | 0.324445383 | Total | 24.95 | 270400 | Total | Total | Total | Total | Total | 1 | 0.825729537 | 0.825729537 | 0 | 0 | 2024 | Reporting year | National | K02000001 | United Kingdom |
| 1122 | Total | -0.23773256 | -0.014849598 | -0.249097149 | -0.00023524 | -0.440801188 | 0.410402334 | -0.044245638 | -0.082365577 | Total | 23.68 | 162200 | Total | Total | Total | Total | Total | 1 | 0.495315573 | 0.495315573 | 0 | 0 | 2024 | Reporting year | National | K02000001 | United Kingdom |
Variables in this data set
| Variable name | Variable description |
|---|---|
| annual_change_in_contract_temp_workers | Annual change in contract or temporary workers |
| annual_change_in_hourly_wage | Annual change in hourly wage |
| annual_change_in_hours_worked | Annual change in hours worked |
| cluster | Occupation group - Filter by occupation cluster groups |
| construction | Occupation is in construction - Filter by construction occupations |
| count | Number of occupations |
| demand_index | Demand index |
| demand_level | Demand level - Filter by type of demand |
| demand_level_percent | Proportion of workers in demand |
| hourly_wage | Average hourly wage |
| imputed_indicators | Number of indicators imputed from 3-digit SOC |
| missing_indicators | Number of indicators with missing data |
| online_job_ad_density | Online job advert density |
| percent | Proportion of workers |
| shortage_occupation_list | Occupation is in the shortage occupation list - Filter by shortage occupation list occupations |
| skill_level | ONS skill level - Filter by skill level |
| skills_shortage_vacancy_density | Skills shortage vacancy density |
| soc20_label | SOC20 Description - Filter by occupation description |
| soc20_unit | SOC20 - Filter by occupation |
| STEM | Occupation is in STEM - Filter by STEM occupations |
| visa_application_density | Visa application density |
| wage_premium | Wage premium |
| workers | Number of workers |
Footnotes
- Average is the mean across occupations.
- The annual change in hourly wage, wage premium and annual change in hours worked indicators do not include Northern Ireland data, whereas the visa density and online job advert density indicators include data for the whole of the UK. This could disproportionately impact occupations which have a large proportion of workers in Northern Ireland.
- Proportions may not sum to 100% due to rounding.
- Worker volumes sourced from: Annual population survey Apr 2023 - Mar 2024 (opens in new tab)
- Median wages sourced from: 2023 provisional Earnings and hours worked, occupation by four-digit SOC: ASHE Table 14 - Office for National Statistics (ons.gov.uk) (opens in new tab) (opens in new tab)
- Proportion uses the UK 16-64 working age population as the denominator.
- Proportion uses the total workers in the respective demand level as the denominator.
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Contact us
If you have a specific enquiry about Scaled occupations in demand 2024 original statistics and data:
Skills England
Email: skills.england@education.gov.ukContact name: Danni Fox