Industry demand
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This file contains industry level demand indicators used in determining industries in demand after weighting and scaling.
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Data set details
- Theme
- Labour market and skills
- Publication
- Occupations in demand
- Release
- Calendar year 2024
- Release type
- Number of rows
- 28,579
- Geographic levels
- National
- Indicators
- Visa application density
- Skills shortage vacancy density
- Online job advert density
- Annual change in hourly wage
- Wage premium
- Annual change in hours worked
- Annual change in contract or temporary workers
- Demand index
- Average hourly wage
- Number of occupations
- Industry workers
- Occupation workers
- Proportion of workers
- Proportion of workers in demand
- Number of indicators imputed from 3-digit SOC
- Number of indicators with missing data
- Filters
- Industry name
- SOC20
- SOC20 Description
- Demand type
- ONS skill level
- Occupation group
- Occupation is in STEM
- Occupation is in construction
- Occupation is in the shortage occupation list
- Time period
- 2024
Data set preview
| SOC20 | SOC_description | SIC_name | occupation_employees | industry_employees | 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 | 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 | Total | 31412315 | 31412315.000775 | -0.0000000000000000147991623001325 | 0.0000000000000000467921816036358 | 0.000000000000000104119674554622 | -0.0000000000000000104708836807617 | -0.0000000000000000046930524782191 | 0.00000000000000000983537645147276 | -0.0000000000000000112084405853851 | 0.0000000000000000152352971463765 | Total | 17.3474223602484 | Total | Total | Total | Total | Total | 412 | 100 | 100 | 4675 | 1836 | 2024 | Reporting year | National | K02000001 | United Kingdom |
| 1111 | Chief executives and senior officials | Total | 101696 | 101696 | 0.583168477517658 | x | -1.15303092383342 | -0.806472897018221 | 2.71920398546837 | 0.744622260032706 | -0.801938078724426 | 0.214258803907111 | Elevated demand | 41.98 | Non-grouped occupations | Skill level 4 | No | No | No | 1 | 100 | 0.837214211187943 | 0 | 1 | 2024 | Reporting year | National | K02000001 | United Kingdom |
| 1112 | Elected officers and representatives | Total | 5597 | 5597 | x | x | x | -1.20699978021016 | 2.46978027644664 | 0.800304181767139 | -0.417311920000603 | 0.411443189500754 | Critical demand | x | Non-grouped occupations | Skill level 4 | No | No | No | 1 | 100 | 0.227718606862534 | 4 | 3 | 2024 | Reporting year | National | K02000001 | United Kingdom |
| 1121 | Production managers and directors in manufacturing | Total | 252721 | 252720.999747279 | -0.251779118705551 | 0.337226539187614 | -0.585575867449897 | 2.13743252363627 | 0.118333768263011 | 0.374621913040995 | 0.140857926455704 | 0.324445383489735 | Elevated demand | 24.95 | Group 3 | Skill level 4 | No | No | Yes | 1 | 100 | 2.08053033014127 | 0 | 0 | 2024 | Reporting year | National | K02000001 | United Kingdom |
| 1122 | Production managers and directors in construction | Total | 151083 | 151083.000302166 | -0.237732559712555 | -0.0148495976341336 | -0.249097148558347 | -0.000235239556052008 | -0.440801187790156 | 0.410402334378459 | -0.0442456381631421 | -0.0823655767194182 | Not in high demand | 23.68 | Group 4 | Skill level 4 | No | Yes | Yes | 1 | 100 | 1.18403122750283 | 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 type - 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 |
| industry_employees | Industry workers |
| missing_indicators | Number of indicators with missing data |
| occupation_employees | Occupation workers |
| 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 |
| SIC_name | Industry name - Filter by industry |
| skill_level | ONS skill level - Filter by skill level |
| skills_shortage_vacancy_density | Skills shortage vacancy density |
| SOC_description | SOC20 Description - Filter by occupation description |
| SOC20 | SOC20 - Filter by occupation |
| STEM | Occupation is in STEM - Filter by STEM occupations |
| visa_application_density | Visa application density |
| wage_premium | Wage premium |
Footnotes
- Some occupations from ONS’ job advert statistics were excluded from this analysis since the relative occupational distribution compared with annual population survey occupational data were judged in some cases to be relatively atypical. ONS plan to continue improving their statistics, including with an enhanced SOC allocation process, which may trigger revisions of the occupations excluded in future.
- Only occupations which did not have any missing demand indicator data and were not otherwise excluded from the analysis were included in the clustering analysis, 268 out of 412 occupations.
- Only four occupations were grouped into group 1. These occupations were grouped together because visa application density was their main demand indicator and this indicator was much higher than seen in all other occupations, indicating these occupations may react strongly to changes to visa rules.
- Employment volumes sourced from: Annual population survey Apr 2023 - Mar 2024 (opens in new tab)
- The demand index covers a range of scores between -1.22 and 1.49.
- Proportions may not sum to 100% due to rounding.
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Contact us
If you have a specific enquiry about Industry demand statistics and data:
Skills England
Email: skills.england@education.gov.ukContact name: Danni Fox