Data set from Employer Skills Survey

Core Indicators

Not the latest data
Published
Last updated
The total volume, incidence and density of skill gaps, vacancies, hard to reach vacancies and skill-shortage vacancies, as well as average and total days of training, number and proportion of employees trained and establishments arranging or paying for training, in 2017 and 2019. Indicators can be broken down by UK nation, English region, sector, site type, establishment type and establishment size.

Data set details

Theme
UK education and training statistics
Publication
Employer Skills Survey
Release type
Number of rows
31,515
Geographic levels
National, Regional
Indicators
  • Number of establishments with at least one vacancy
  • Number of vacancies
  • Percentage of establishments with at least one vacancy
  • Vacancy density (vacancies per 100 employees)
  • Hard-to-fill vacancy density (HtF vacancies as a share of vacancies)
  • Number of establishments with at least one hard-to-fill vacancy
  • Number of hard-to-fill vacancies
  • Percentage of establishments with at least one hard-to-fill vacancy
  • Number of establishments with at least one skill-shortage vacancy
  • Number of skill-shortage vacancies
  • Percentage of establishments with at least one skill-shortage vacancy
  • Skill-shortage vacancy density (SSVs as a share of vacancies)
  • Number of establishments with at least one skill gap (i.e. 1+ employee not fully proficient)
  • Number of skill gaps (employees not fully proficient)
  • Percentage of establishments with at least one skill gap (i.e. 1+ employee not fully proficient)
  • Skill gap density (the proportion of employees judged not fully proficient)
  • Average number of days training per employee
  • Average number of days training per trainee
  • Number of employees trained in the past 12 months
  • Number of establishments that arranged or paid for any training in the past 12 months
  • Percentage of establishments that arranged or paid for any training in the past 12 months
  • Proportion of employees that received any training in the past 12 months
  • Total number of training days for employees
  • Unweighted base of establishments
  • Unweighted base of establishments with vacancies
  • Number of employees
  • Number of establishments in population
Filters
  • Sector
  • Single site or one of multiple sites within organisation
  • Establishment type
  • Establishment size
Time period
2017 to 2019

Data set preview

Table showing first 5 rows, from underlying data
country_nameregion_nameestab_sizesectorsingle_or_multi_siteestab_typeweight_basesample_sizesample_size_w_vachas_vachas_htfvhas_ssvhas_skillgaphas_trainedemployeesvac_sumhtfv_sumssv_sumskillgapstraineestraining_daystime_periodtime_identifiergeographic_levelvac_inchtfv_incssv_incskillgap_inctraining_incvac_denhtfv_denssv_denskillgap_dentraining_dentrain_days_employeetrain_days_traineeregion_codecountry_code
EnglandEast Midlands100-249Arts & Other ServicesMulti siteA charity or voluntary sector organisation or a social enterpriseuccuuuuuuuuuuuu2017Calendar yearRegionaluuuuuuuuuuuuE12000004E92000001
EnglandEast Midlands100-249Arts & Other ServicesMulti siteA local-government financed bodyuccuuuuuuuuuuuu2017Calendar yearRegionaluuuuuuuuuuuuE12000004E92000001
EnglandEast Midlands100-249Arts & Other ServicesMulti siteMAINLY seeking to make a profituccuuuuuuuuuuuu2017Calendar yearRegionaluuuuuuuuuuuuE12000004E92000001
EnglandEast Midlands100-249Arts & Other ServicesSingle siteA charity or voluntary sector organisation or a social enterpriseuccuuuuuuuuuuuu2017Calendar yearRegionaluuuuuuuuuuuuE12000004E92000001
EnglandEast Midlands100-249Arts & Other ServicesSingle siteMAINLY seeking to make a profituccuuuuuuuuuuuu2017Calendar yearRegionaluuuuuuuuuuuuE12000004E92000001

Variables in this data set

Table showing all 31 variables
Variable nameVariable description
employeesNumber of employees
estab_sizeEstablishment size - Filter by establishment size
estab_typeEstablishment type - Filter by establishment type
has_htfvNumber of establishments with at least one hard-to-fill vacancy
has_skillgapNumber of establishments with at least one skill gap (i.e. 1+ employee not fully proficient)
has_ssvNumber of establishments with at least one skill-shortage vacancy
has_trainedNumber of establishments that arranged or paid for any training in the past 12 months
has_vacNumber of establishments with at least one vacancy
htfv_denHard-to-fill vacancy density (HtF vacancies as a share of vacancies)
htfv_incPercentage of establishments with at least one hard-to-fill vacancy
htfv_sumNumber of hard-to-fill vacancies
sample_sizeUnweighted base of establishments
sample_size_w_vacUnweighted base of establishments with vacancies
sectorSector - Filter by sector
single_or_multi_siteSingle site or one of multiple sites within organisation - Filter by single or multi-sites
skillgap_denSkill gap density (the proportion of employees judged not fully proficient)
skillgap_incPercentage of establishments with at least one skill gap (i.e. 1+ employee not fully proficient)
skillgapsNumber of skill gaps (employees not fully proficient)
ssv_denSkill-shortage vacancy density (SSVs as a share of vacancies)
ssv_incPercentage of establishments with at least one skill-shortage vacancy
ssv_sumNumber of skill-shortage vacancies
train_days_employeeAverage number of days training per employee
train_days_traineeAverage number of days training per trainee
traineesNumber of employees trained in the past 12 months
training_daysTotal number of training days for employees
training_denProportion of employees that received any training in the past 12 months
training_incPercentage of establishments that arranged or paid for any training in the past 12 months
vac_denVacancy density (vacancies per 100 employees)
vac_incPercentage of establishments with at least one vacancy
vac_sumNumber of vacancies
weight_baseNumber of establishments in population

Using this data

  • Download the underlying data as a compressed ZIP file

  • View or create your own tables

    View tables that we have built for you, or create your own tables from open data using our table tool

Download this data using code

Access this data using common programming languages using the URL below.

Example code

Python
import pandas as pd

pd.read_csv("https://explore-education-statistics.service.gov.uk/data-catalogue/data-set/2cfd091e-86b1-48a9-874e-33710d9b65e0/csv")
R
read.csv("https://explore-education-statistics.service.gov.uk/data-catalogue/data-set/2cfd091e-86b1-48a9-874e-33710d9b65e0/csv")

Contact us

If you have a specific enquiry about Core Indicators statistics and data:

Skills England Research and Analysis

Email: se.employerskillssurvey@DWP.GOV.UK
Contact name: Victoria Leech