Data set from Occupations in demand

Industry demand 2024 original

Latest data
Published
Last updated
This file contains 2024 release industry level demand data, based on proportional distribution of occupations in demand across industries.

Data set details

Theme
Labour market and skills
Publication
Occupations in demand
Release type
Number of rows
28,579
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 industry workers
  • Number of occupation workers
  • Number of occupations
  • Online job advert density
  • Proportion of workers
  • Proportion of workers in demand
  • Skills shortage vacancy density
  • Visa application density
  • Wage premium
Filters
  • Demand level
  • Industry name
  • 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

Table showing first 5 rows, from underlying data
soc20_unitsoc20_labelSIC_nameoccupation_workersindustry_workersvisa_application_densityskills_shortage_vacancy_densityonline_job_ad_densityannual_change_in_hourly_wagewage_premiumannual_change_in_hours_workedannual_change_in_contract_temp_workersdemand_indexdemand_levelhourly_wageclusterskill_levelshortage_occupation_listconstructionSTEMcountpercentdemand_level_percentimputed_indicatorsmissing_indicatorstime_periodtime_identifiergeographic_levelcountry_codecountry_name
TotalTotalTotal3141231531412315-1.47992E-174.67922E-171.0412E-16-1.04709E-17-4.69305E-189.83538E-18-1.12084E-171.52353E-17Total17.34742236TotalTotalTotalTotalTotal412100100467518362024Reporting yearNationalK02000001United Kingdom
1111Chief executives and senior officialsTotal1016961016960.583168478x-1.153030924-0.8064728972.7192039850.74462226-0.8019380790.214258804Elevated demand41.98Non-grouped occupationsSkill level 4NoNoNo11000.837214211012024Reporting yearNationalK02000001United Kingdom
1112Elected officers and representativesTotal55975597xxx-1.206999782.4697802760.800304182-0.417311920.41144319Critical demandxNon-grouped occupationsSkill level 4NoNoNo11000.227718607432024Reporting yearNationalK02000001United Kingdom
1121Production managers and directors in manufacturingTotal252721252720.9997-0.2517791190.337226539-0.5855758672.1374325240.1183337680.3746219130.1408579260.324445383Elevated demand24.95Group 3Skill level 4NoNoYes11002.08053033002024Reporting yearNationalK02000001United Kingdom
1122Production managers and directors in constructionTotal151083151083.0003-0.23773256-0.014849598-0.249097149-0.00023524-0.4408011880.410402334-0.044245638-0.082365577Not in high demand23.68Group 4Skill level 4NoYesYes11001.184031228002024Reporting yearNationalK02000001United Kingdom

Variables in this data set

Table showing all 25 variables
Variable nameVariable description
annual_change_in_contract_temp_workersAnnual change in contract or temporary workers
annual_change_in_hourly_wageAnnual change in hourly wage
annual_change_in_hours_workedAnnual change in hours worked
clusterOccupation group - Filter by occupation cluster groups
constructionOccupation is in construction - Filter by construction occupations
countNumber of occupations
demand_indexDemand index
demand_levelDemand level - Filter by type of demand
demand_level_percentProportion of workers in demand
hourly_wageAverage hourly wage
imputed_indicatorsNumber of indicators imputed from 3-digit SOC
industry_workersNumber of industry workers
missing_indicatorsNumber of indicators with missing data
occupation_workersNumber of occupation workers
online_job_ad_densityOnline job advert density
percentProportion of workers
shortage_occupation_listOccupation is in the shortage occupation list - Filter by shortage occupation list occupations
SIC_nameIndustry name - Filter by industry
skill_levelONS skill level - Filter by skill level
skills_shortage_vacancy_densitySkills shortage vacancy density
soc20_labelSOC20 Description - Filter by occupation description
soc20_unitSOC20 - Filter by occupation
STEMOccupation is in STEM - Filter by STEM occupations
visa_application_densityVisa application density
wage_premiumWage premium

Footnotes

  1. Average is the mean across occupations.
  2. 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.
  3. Proportions may not sum to 100% due to rounding.
  4. Industry worker volumes proportionately distribute occupation workers using the distributions shown in the mapping of occupations to industries 2024 supporting file.
  5. Proportion uses the total number of workers in the respective industry as the denominator
  6. Proportion uses the total number of workers in the respective demand level and industry as the denominators.

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import pandas as pd

pd.read_csv("https://explore-education-statistics.service.gov.uk/data-catalogue/data-set/db9070fb-a4e1-48d2-9a37-b5cfd948d0d6/csv")
R
read.csv("https://explore-education-statistics.service.gov.uk/data-catalogue/data-set/db9070fb-a4e1-48d2-9a37-b5cfd948d0d6/csv")

Contact us

If you have a specific enquiry about Industry demand 2024 original statistics and data:

Skills England

Email: skills.england@education.gov.uk
Contact name: Danni Fox