Period
to 22 November 2017

The table below looks at the prevalence of the term Reference Data in permanent job vacancies advertised in the South West. Included is a benchmarking guide to the salaries offered in vacancies that have cited Reference Data over the 6 months to 22 November 2017 with a comparison to the same period over the previous 2 years.

Reference Data
England > South West
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 327 337 338
Rank change year-on-year +10 +1 +4
Permanent jobs citing Reference Data 1 2 15
As % of all permanent IT jobs advertised in the South West 0.010% 0.018% 0.13%
As % of the Miscellaneous category 0.025% 0.048% 0.33%
Number of salaries quoted 1 2 1
South West median annual salary £32,864 £75,375 £50,000
Median salary % change year-on-year -56.40% +50.75% -28.57%
10th Percentile £31,432 £64,538 £45,000
90th Percentile £34,295 £86,513 £55,000
England median annual salary £65,000 £72,500 £62,500
% change year-on-year -10.34% +16.00% -16.67%

Reference Data is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for generic IT skills.

All Generic IT Skills
South West
Permanent vacancies with a requirement for generic IT skills 3932 4145 4496
As % of all permanent IT jobs advertised in the South West 38.19% 37.93% 38.30%
Number of salaries quoted 3112 3422 3647
South West median annual salary £42,000 £40,000 £40,000
Median salary % change year-on-year +5.00% - +2.56%
10th Percentile £24,000 £24,500 £23,750
90th Percentile £65,000 £66,250 £63,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +3.26%

Reference Data
Job Vacancy Trend in the South West

Job postings citing Reference Data as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Reference Data in the South West

Reference Data
Salary Trend in the South West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Reference Data in the South West.

Salary trend for Reference Data in the South West

Reference Data
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Reference Data within the South West region over the 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Dorset 0 1 £32,864 -61.68%
Reference Data
England

For the 6 months to 22 November 2017, IT jobs citing Reference Data also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South West region with a requirement for Reference Data.

1 1 (100.00%) C#
1 1 (100.00%) Java
1 1 (100.00%) JavaScript
1 1 (100.00%) SQL
1 1 (100.00%) SOAP
1 1 (100.00%) Web Services
1 1 (100.00%) XML
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Data Modelling
1 1 (100.00%) ETL
1 1 (100.00%) Microsoft
1 1 (100.00%) Service Management
1 1 (100.00%) Data Security
1 1 (100.00%) Migration
1 1 (100.00%) Agile Software Development
1 1 (100.00%) TDD
1 1 (100.00%) Data Management
1 1 (100.00%) JSON
1 1 (100.00%) Data Migration
1 1 (100.00%) Data Integration
1 1 (100.00%) Visualisation
1 1 (100.00%) Microsoft Azure
1 1 (100.00%) Amazon AWS
1 1 (100.00%) Node.js
1 1 (100.00%) REST
1 1 (100.00%) Data Governance
1 1 (100.00%) Data Quality
1 1 (100.00%) Regular Expression
1 1 (100.00%) Data Analytics
1 1 (100.00%) Analytics

Reference Data
Co-occurring IT Skills in the South West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Cloud Services
1 1 (100.00%) Amazon AWS
1 1 (100.00%) Microsoft Azure
Database & Business Intelligence
1 1 (100.00%) Data Lake
1 1 (100.00%) Data Warehouse
Libraries, Frameworks & Software Standards
1 1 (100.00%) JSON
1 1 (100.00%) Node.js
1 1 (100.00%) Regular Expression
1 1 (100.00%) REST
1 1 (100.00%) SOAP
1 1 (100.00%) Web Services
1 1 (100.00%) XML
Miscellaneous
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Data Structures
Processes & Methodologies
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Analytics
1 1 (100.00%) Data Analytics
1 1 (100.00%) Data Governance
1 1 (100.00%) Data Integration
1 1 (100.00%) Data Management
1 1 (100.00%) Data Migration
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Munging
1 1 (100.00%) Data Security
1 1 (100.00%) ETL
1 1 (100.00%) Master Data Management
1 1 (100.00%) Migration
1 1 (100.00%) Reference Data Management
1 1 (100.00%) Service Management
1 1 (100.00%) TDD
1 1 (100.00%) Visualisation
Programming Languages
1 1 (100.00%) C#
1 1 (100.00%) Java
1 1 (100.00%) JavaScript
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
Vendors
1 1 (100.00%) Microsoft