The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Quality
England / Yorkshire
Rank 190 164 213
Rank change year-on-year -26 +49  
Permanent jobs citing Data Quality 42 96 59
As % of all permanent IT jobs advertised in Yorkshire 0.78% 1.48% 0.80%
As % of the Quality Assurance & Compliance category 7.65% 11.93% 5.56%
Number of salaries quoted 35 48 50
Median salary £35,500 £45,000 £37,500
Median salary % change year-on-year -21.11% +20.00%  
90% offered a salary of more than £32,500 £26,500 £33,850
10% offered a salary of more than £47,300 £55,000 £55,700
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year -5.55% -  

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

Quality Assurance & Compliance Skills
Yorkshire
Permanent job vacancies with a requirement for quality assurance and compliance skills 549 805 1061
As % of all permanent IT job vacancies advertised in Yorkshire 10.24% 12.38% 14.37%
Number of salaries quoted 453 636 784
Median salary £37,500 £40,500 £37,500
Median salary % change year-on-year -7.40% +8.00%  
90% offered a salary of more than £23,500 £26,500 £25,000
10% offered a salary of more than £52,500 £52,500 £65,000
UK excluding London median salary £42,500 £44,000 £42,500
% change year-on-year -3.40% +3.52%  

Data Quality
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing Data Quality as a proportion of all permanent or contract IT jobs with a match in the Quality Assurance & Compliance category.

Job vacancy trend for Data Quality in Yorkshire

Data Quality
Salary Trend in Yorkshire

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

Salary trend for Data Quality in Yorkshire

Data Quality
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Quality in Yorkshire over the 3 months to 25 March 2017.

Salary histogram for Data Quality in Yorkshire

Data Quality
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Yorkshire region over the 3 months to 25 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -15 35 £37,475 -16.72% 4
North Yorkshire +8 5 £32,500 -31.57% 3
Data Quality
England

Data Quality
Top 30 Related IT Skills in Yorkshire

For the 6 months to 25 March 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 Yorkshire region with a requirement for Data Quality.

1 34 (61.82%) SQL
2 33 (60.00%) Business Intelligence
3 32 (58.18%) SQL Server
4 31 (56.36%) Data Warehouse
5 22 (40.00%) MS Excel
6 20 (36.36%) Finance
7 19 (34.55%) SQL Server Reporting Services
7 19 (34.55%) SQL Server Integration Services
8 18 (32.73%) Degree
8 18 (32.73%) Analytical Skills
9 16 (29.09%) Data Governance
10 14 (25.45%) Oracle
11 13 (23.64%) ETL
11 13 (23.64%) PL/SQL
11 13 (23.64%) T-SQL
11 13 (23.64%) VB
12 11 (20.00%) Microsoft
13 10 (18.18%) OpenUP
13 10 (18.18%) SQL Server Analysis Services
13 10 (18.18%) Data Architecture
13 10 (18.18%) Mathematics
13 10 (18.18%) VBA
13 10 (18.18%) MS Access
14 9 (16.36%) Agile Software Development
15 8 (14.55%) CRM
15 8 (14.55%) Data Analytics
15 8 (14.55%) Analytics
16 7 (12.73%) SQL Server 2012
16 7 (12.73%) BusinessObjects
17 6 (10.91%) Validation

Data Quality
Top Related IT Skills in Yorkshire 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:

Application Platforms
1 4 (7.27%) SharePoint
2 1 (1.82%) SAS
Applications
1 22 (40.00%) MS Excel
Business Applications
1 3 (5.45%) Dynamics CRM
2 2 (3.64%) Salesforce.com CRM
Cloud Services
1 6 (10.91%) Microsoft Azure
2 5 (9.09%) Amazon AWS
3 1 (1.82%) SaaS
Database & Business Intelligence
1 32 (58.18%) SQL Server
2 31 (56.36%) Data Warehouse
3 19 (34.55%) SQL Server Integration Services
3 19 (34.55%) SQL Server Reporting Services
4 10 (18.18%) MS Access
4 10 (18.18%) SQL Server Analysis Services
5 7 (12.73%) BusinessObjects
5 7 (12.73%) SQL Server 2012
6 6 (10.91%) Power BI
7 3 (5.45%) BusinessObjects XI
7 3 (5.45%) MySQL
7 3 (5.45%) Oracle Reports
7 3 (5.45%) PostgreSQL
7 3 (5.45%) SQL Server 2014
8 2 (3.64%) Qlik Sense
8 2 (3.64%) QlikView
8 2 (3.64%) RDBMS
8 2 (3.64%) Relational Database
8 2 (3.64%) ZAP BI
9 1 (1.82%) Oracle Database
Development Applications
1 3 (5.45%) Oracle APEX
1 3 (5.45%) Team Foundation Server
2 1 (1.82%) Visual Studio
General
1 20 (36.36%) Finance
2 4 (7.27%) Marketing
3 2 (3.64%) Retail
4 1 (1.82%) Back Office
4 1 (1.82%) Telecoms
Job Titles
1 17 (30.91%) Analyst
2 16 (29.09%) Developer
3 13 (23.64%) Data Analyst
4 11 (20.00%) Business Data Analyst
4 11 (20.00%) SQL Analyst
5 10 (18.18%) Business Intelligence Developer
5 10 (18.18%) SQL Data Analyst
6 8 (14.55%) Data Governance Analyst
6 8 (14.55%) Data Governance Manager
6 8 (14.55%) Data Manager
6 8 (14.55%) Governance Manager
6 8 (14.55%) SQL Developer
7 5 (9.09%) DBA
7 5 (9.09%) Development DBA
8 4 (7.27%) SQL BI Developer
8 4 (7.27%) SQL Server Developer
9 3 (5.45%) Business Developer
9 3 (5.45%) Data Quality Manager
9 3 (5.45%) SSIS Developer
9 3 (5.45%) Technical Leader
Libraries, Frameworks & Software Standards
1 3 (5.45%) MDX
2 1 (1.82%) .NET
2 1 (1.82%) COM
2 1 (1.82%) Mason
2 1 (1.82%) Visualforce
Miscellaneous
1 18 (32.73%) Analytical Skills
2 3 (5.45%) e-Learning
3 2 (3.64%) Data Structures
Operating Systems
1 3 (5.45%) Linux
1 3 (5.45%) Unix
Processes & Methodologies
1 33 (60.00%) Business Intelligence
2 16 (29.09%) Data Governance
3 13 (23.64%) ETL
4 10 (18.18%) Data Architecture
4 10 (18.18%) Mathematics
4 10 (18.18%) OpenUP
5 9 (16.36%) Agile Software Development
6 8 (14.55%) Analytics
6 8 (14.55%) CRM
6 8 (14.55%) Data Analytics
7 6 (10.91%) People Management
7 6 (10.91%) Performance Tuning
7 6 (10.91%) Validation
8 5 (9.09%) Migration
8 5 (9.09%) TDD
9 4 (7.27%) Data Analysis
9 4 (7.27%) Data Management
9 4 (7.27%) Data Modelling
9 4 (7.27%) Data Validation
9 4 (7.27%) Service Delivery
Programming Languages
1 34 (61.82%) SQL
2 13 (23.64%) PL/SQL
2 13 (23.64%) T-SQL
2 13 (23.64%) VB
3 10 (18.18%) VBA
4 5 (9.09%) PowerShell
5 3 (5.45%) Shell Script
5 3 (5.45%) VBScript
6 1 (1.82%) Apex Code
6 1 (1.82%) C#
6 1 (1.82%) JavaScript
6 1 (1.82%) VB.NET
Qualifications
1 18 (32.73%) Degree
2 2 (3.64%) Security Cleared
3 1 (1.82%) MCSE
3 1 (1.82%) Microsoft Certification
3 1 (1.82%) SC Cleared
Quality Assurance & Compliance
1 2 (3.64%) QA
Vendors
1 14 (25.45%) Oracle
2 11 (20.00%) Microsoft
3 4 (7.27%) Salesforce.com
4 2 (3.64%) Pega
4 2 (3.64%) SAP
4 2 (3.64%) Tableau
5 1 (1.82%) Cognos
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