The following table provides summary statistics for permanent job vacancies advertised in West 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 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Quality
Yorkshire / West Yorkshire
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 147 125 173
Rank change year-on-year -22 +48  
Permanent jobs citing Data Quality 34 84 51
As % of all permanent IT jobs advertised in West Yorkshire 0.94% 1.89% 1.00%
As % of the Quality Assurance & Compliance category 8.85% 15.88% 6.91%
Number of salaries quoted 27 48 42
Median salary £36,000 £45,000 £37,500
Median salary % change year-on-year -20.00% +20.00%  
90% offered a salary of more than £35,000 £25,500 £35,000
10% offered a salary of more than £48,200 £55,000 £54,000
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 West Yorkshire with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills
West Yorkshire
Permanent job vacancies with a requirement for quality assurance and compliance skills 384 529 738
As % of all permanent IT job vacancies advertised in West Yorkshire 10.63% 11.90% 14.52%
Number of salaries quoted 328 419 534
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25%  
90% offered a salary of more than £26,150 £30,050 £27,500
10% offered a salary of more than £54,250 £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 West Yorkshire

The job posting trend of jobs advertised in West 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 West Yorkshire

Data Quality
Salary Trend in West Yorkshire

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

Salary trend for Data Quality in West Yorkshire

Data Quality
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Data Quality in West Yorkshire over the 3 months to 28 March 2017.

Salary histogram for Data Quality in West Yorkshire

Data Quality
Job Locations in West 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 West Yorkshire region over the 3 months to 28 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
Leeds -21 27 £35,000 -12.50% 4
Bradford -2 6 £55,000 +15.78%
Data Quality
Yorkshire

Data Quality
Top 30 Co-occurring IT Skills in West Yorkshire

For the 6 months to 28 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 West Yorkshire region with a requirement for Data Quality.

1 30 (66.67%) Business Intelligence
2 29 (64.44%) Data Warehouse
3 26 (57.78%) SQL
4 24 (53.33%) SQL Server
5 19 (42.22%) MS Excel
5 19 (42.22%) Finance
6 17 (37.78%) Analytical Skills
7 16 (35.56%) Degree
8 15 (33.33%) SQL Server Integration Services
8 15 (33.33%) SQL Server Reporting Services
9 14 (31.11%) Oracle
9 14 (31.11%) Data Governance
10 13 (28.89%) PL/SQL
10 13 (28.89%) VB
11 11 (24.44%) T-SQL
11 11 (24.44%) ETL
12 10 (22.22%) OpenUP
12 10 (22.22%) Mathematics
12 10 (22.22%) MS Access
12 10 (22.22%) VBA
13 8 (17.78%) Agile Software Development
13 8 (17.78%) Data Architecture
14 7 (15.56%) SQL Server Analysis Services
14 7 (15.56%) Microsoft
15 6 (13.33%) Performance Tuning
15 6 (13.33%) People Management
16 5 (11.11%) Microsoft Azure
16 5 (11.11%) Amazon AWS
16 5 (11.11%) PowerShell
16 5 (11.11%) BusinessObjects

Data Quality
Co-occurring IT Skills in West 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 (8.89%) SharePoint
2 1 (2.22%) SAS
Applications
1 19 (42.22%) MS Excel
Business Applications
1 2 (4.44%) Salesforce.com CRM
Cloud Services
1 5 (11.11%) Amazon AWS
1 5 (11.11%) Microsoft Azure
2 1 (2.22%) SaaS
Database & Business Intelligence
1 29 (64.44%) Data Warehouse
2 24 (53.33%) SQL Server
3 15 (33.33%) SQL Server Integration Services
3 15 (33.33%) SQL Server Reporting Services
4 10 (22.22%) MS Access
5 7 (15.56%) SQL Server Analysis Services
6 5 (11.11%) BusinessObjects
7 4 (8.89%) SQL Server 2012
8 3 (6.67%) BusinessObjects XI
8 3 (6.67%) Oracle Reports
8 3 (6.67%) Power BI
8 3 (6.67%) SQL Server 2014
9 2 (4.44%) RDBMS
9 2 (4.44%) Relational Database
10 1 (2.22%) MOLAP
10 1 (2.22%) Oracle Database
10 1 (2.22%) QlikView
10 1 (2.22%) ROLAP
10 1 (2.22%) SAP Data Services
10 1 (2.22%) SQL Server 2008
Development Applications
1 3 (6.67%) Oracle APEX
1 3 (6.67%) Team Foundation Server
2 1 (2.22%) Visual Studio
General
1 19 (42.22%) Finance
2 3 (6.67%) Marketing
3 2 (4.44%) Retail
4 1 (2.22%) Back Office
Job Titles
1 15 (33.33%) Analyst
2 13 (28.89%) Data Analyst
3 11 (24.44%) Business Data Analyst
4 10 (22.22%) Developer
4 10 (22.22%) SQL Analyst
4 10 (22.22%) SQL Data Analyst
5 8 (17.78%) Data Governance Analyst
5 8 (17.78%) Data Governance Manager
5 8 (17.78%) Data Manager
5 8 (17.78%) Governance Manager
6 7 (15.56%) Business Intelligence Developer
6 7 (15.56%) SQL Developer
7 5 (11.11%) DBA
7 5 (11.11%) Development DBA
8 4 (8.89%) SQL BI Developer
9 3 (6.67%) Business Developer
9 3 (6.67%) Data Quality Manager
9 3 (6.67%) SQL Server Developer
10 2 (4.44%) Senior Analyst
10 2 (4.44%) SQL DBA
Libraries, Frameworks & Software Standards
1 1 (2.22%) .NET
1 1 (2.22%) MDX
Miscellaneous
1 17 (37.78%) Analytical Skills
Operating Systems
1 3 (6.67%) Linux
1 3 (6.67%) Unix
Processes & Methodologies
1 30 (66.67%) Business Intelligence
2 14 (31.11%) Data Governance
3 11 (24.44%) ETL
4 10 (22.22%) Mathematics
4 10 (22.22%) OpenUP
5 8 (17.78%) Agile Software Development
5 8 (17.78%) Data Architecture
6 6 (13.33%) People Management
6 6 (13.33%) Performance Tuning
7 5 (11.11%) Migration
7 5 (11.11%) TDD
8 4 (8.89%) Analytics
8 4 (8.89%) Data Analytics
8 4 (8.89%) Data Management
8 4 (8.89%) Data Migration
8 4 (8.89%) Data Validation
8 4 (8.89%) Release Management
8 4 (8.89%) Service Delivery
8 4 (8.89%) Validation
9 3 (6.67%) Data Protection
Programming Languages
1 26 (57.78%) SQL
2 13 (28.89%) PL/SQL
2 13 (28.89%) VB
3 11 (24.44%) T-SQL
4 10 (22.22%) VBA
5 5 (11.11%) PowerShell
6 3 (6.67%) Shell Script
6 3 (6.67%) VBScript
7 1 (2.22%) C#
7 1 (2.22%) VB.NET
Qualifications
1 16 (35.56%) Degree
2 2 (4.44%) Security Cleared
3 1 (2.22%) MCSE
3 1 (2.22%) Microsoft Certification
3 1 (2.22%) SC Cleared
Quality Assurance & Compliance
1 2 (4.44%) QA
Vendors
1 14 (31.11%) Oracle
2 7 (15.56%) Microsoft
3 2 (4.44%) Salesforce.com
3 2 (4.44%) SAP
4 1 (2.22%) Cognos
4 1 (2.22%) Tableau
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £30,000 to £40,000 per annum plus excellent additional benefits
Posted: 6 days ago
Leeds, West Yorkshire
Ampersand Consulting
Salary: £40000 - £45000 per annum + Fantastic Benefits
Posted: 6 days ago
Leeds
Hays Specialist Recruitment
Salary: £40000.00 - £45000.00 per annum
Posted: 13 days ago
Leeds
Interquest - IQ Tech
Salary: £30000 - £38000 per annum
Posted: 22 days ago