Period
to 25 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bradford with a requirement for Data Quality skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Quality over the 6 months to 25 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
West Yorkshire > Bradford
6 months to
25 Nov 2017
Same period 2016 Same period 2015
Rank 86 83 74
Rank change year-on-year -3 -9 -15
Permanent jobs citing Data Quality 7 20 14
As % of all permanent IT jobs advertised in Bradford 0.86% 1.95% 1.68%
As % of the Quality Assurance & Compliance category 8.43% 10.87% 9.21%
Number of salaries quoted 6 20 12
Bradford median annual salary £36,250 £45,000 £63,500
Median salary % change year-on-year -19.44% -29.13% +27.00%
10th Percentile £30,822 £37,000 £31,475
90th Percentile £43,125 £57,875 £83,000
West Yorkshire median annual salary £36,871 £36,000 £47,000
% change year-on-year +2.42% -23.40% -6.00%

Data Quality is in the Quality Assurance and Compliance category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bradford with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Bradford
Permanent vacancies with a requirement for quality assurance or compliance skills 83 184 152
As % of all permanent IT jobs advertised in Bradford 10.20% 17.90% 18.25%
Number of salaries quoted 68 156 133
Bradford median annual salary £37,500 £45,000 £40,000
Median salary % change year-on-year -16.67% +12.50% -5.88%
10th Percentile £19,250 £34,250 £27,500
90th Percentile £57,500 £62,500 £54,800
West Yorkshire median annual salary £41,500 £42,000 £40,000
% change year-on-year -1.19% +5.00% +9.59%

Data Quality
Job Vacancy Trend in Bradford

Job postings citing Data Quality as a percentage of all IT jobs advertised in Bradford.

Job vacancy trend for Data Quality in Bradford

Data Quality
Salary Trend in Bradford

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Quality in Bradford.

Salary trend for Data Quality in Bradford

Data Quality
Salary Histogram in Bradford

The salary distribution of IT jobs citing Data Quality in Bradford over the 6 months to 25 November 2017.

Salary histogram for Data Quality in Bradford

For the 6 months to 25 November 2017, IT jobs citing Data Quality 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 Bradford region with a requirement for Data Quality.

1 6 (85.71%) SQL
2 4 (57.14%) Oracle Database 11g
2 4 (57.14%) Data Cleansing
2 4 (57.14%) PL/SQL
2 4 (57.14%) Oracle
2 4 (57.14%) Oracle Database 12c
2 4 (57.14%) Oracle Database
3 3 (42.86%) Oracle Forms
3 3 (42.86%) Oracle Reports
4 2 (28.57%) SQL Server
4 2 (28.57%) C#
4 2 (28.57%) MySQL
4 2 (28.57%) ITIL
4 2 (28.57%) Unix
4 2 (28.57%) Hyper-V
5 1 (14.29%) REST
5 1 (14.29%) Performance Tuning
5 1 (14.29%) Coaching
5 1 (14.29%) People Management
5 1 (14.29%) Power BI
5 1 (14.29%) Data Architecture
5 1 (14.29%) Migration
5 1 (14.29%) Agile Software Development
5 1 (14.29%) SQL Server Reporting Services
5 1 (14.29%) Data Analysis
5 1 (14.29%) Enterprise Architecture
5 1 (14.29%) HTML
5 1 (14.29%) JavaScript
5 1 (14.29%) VB
5 1 (14.29%) .NET

Data Quality
Co-occurring IT Skills in Bradford 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:

Database & Business Intelligence
1 4 (57.14%) Oracle Database
1 4 (57.14%) Oracle Database 11g
1 4 (57.14%) Oracle Database 12c
2 3 (42.86%) Oracle Reports
3 2 (28.57%) MySQL
3 2 (28.57%) SQL Server
4 1 (14.29%) BusinessObjects
4 1 (14.29%) Data Warehouse
4 1 (14.29%) Power BI
4 1 (14.29%) SQL Server Reporting Services
Development Applications
1 3 (42.86%) Oracle Forms
Job Titles
1 5 (71.43%) Developer
2 4 (57.14%) Oracle Developer
3 1 (14.29%) Applications Manager
3 1 (14.29%) Development Officer
3 1 (14.29%) Oracle Forms Developer
3 1 (14.29%) Oracle Reports Developer
3 1 (14.29%) Report Developer
3 1 (14.29%) Training Manager
Libraries, Frameworks & Software Standards
1 1 (14.29%) .NET
1 1 (14.29%) ASP.NET
1 1 (14.29%) HTML
1 1 (14.29%) REST
1 1 (14.29%) XML
Miscellaneous
1 1 (14.29%) NHS
Operating Systems
1 2 (28.57%) Unix
Processes & Methodologies
1 4 (57.14%) Data Cleansing
2 2 (28.57%) ITIL
3 1 (14.29%) Agile Software Development
3 1 (14.29%) Business Intelligence
3 1 (14.29%) Coaching
3 1 (14.29%) Data Analysis
3 1 (14.29%) Data Architecture
3 1 (14.29%) Enterprise Architecture
3 1 (14.29%) ETL
3 1 (14.29%) Migration
3 1 (14.29%) People Management
3 1 (14.29%) Performance Tuning
Programming Languages
1 6 (85.71%) SQL
2 4 (57.14%) PL/SQL
3 2 (28.57%) C#
4 1 (14.29%) JavaScript
4 1 (14.29%) VB
System Software
1 2 (28.57%) Hyper-V
Vendors
1 4 (57.14%) Oracle
2 1 (14.29%) Cognos