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 June 2017 with a comparison to the same period in the previous 2 years.

Data Quality
Yorkshire / West Yorkshire
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 159 159 150
Rank change year-on-year 0 -9  
Permanent jobs citing Data Quality 27 41 57
As % of all permanent IT jobs advertised in West Yorkshire 0.77% 1.05% 1.24%
As % of the Quality Assurance & Compliance category 6.57% 7.75% 9.09%
Number of salaries quoted 25 31 46
Median salary £37,000 £40,000 £40,000
Median salary % change year-on-year -7.50% -  
90% offered a salary of more than £27,550 £24,000 £31,750
10% offered a salary of more than £52,600 £60,000 £50,000
UK excluding London median salary £40,000 £45,000 £42,500
% change year-on-year -11.11% +5.88%  

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 411 529 627
As % of all permanent IT job vacancies advertised in West Yorkshire 11.70% 13.59% 13.66%
Number of salaries quoted 409 614 563
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% -  
90% offered a salary of more than £25,750 £24,750 £26,250
10% offered a salary of more than £67,500 £57,500 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Data Quality
Job Vacancy Trend in West Yorkshire

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

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 June 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 June 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 -1 19 £36,000 +38.46% 6
Bradford -4 6 £33,000 -34.00% 1
Pudsey - 1 - -
Data Quality
Yorkshire

For the 6 months to 28 June 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 44 (72.13%) Business Intelligence
2 42 (68.85%) Data Warehouse
3 38 (62.30%) SQL
4 34 (55.74%) SQL Server
5 27 (44.26%) Oracle
5 27 (44.26%) Analytical Skills
6 26 (42.62%) Finance
7 25 (40.98%) VB
8 24 (39.34%) PL/SQL
9 23 (37.70%) Degree
10 19 (31.15%) Mathematics
10 19 (31.15%) OpenUP
10 19 (31.15%) VBA
10 19 (31.15%) MS Access
11 17 (27.87%) SQL Server Reporting Services
12 15 (24.59%) SQL Server Integration Services
13 14 (22.95%) Agile Software Development
14 12 (19.67%) ETL
14 12 (19.67%) T-SQL
15 10 (16.39%) Data Governance
16 9 (14.75%) Data Architecture
16 9 (14.75%) Migration
17 8 (13.11%) Statistics
17 8 (13.11%) People Management
18 7 (11.48%) Performance Tuning
18 7 (11.48%) SQL Server Analysis Services
18 7 (11.48%) Amazon AWS
18 7 (11.48%) BusinessObjects
19 6 (9.84%) Service Delivery
19 6 (9.84%) SharePoint

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 6 (9.84%) SharePoint
2 2 (3.28%) SAS
Applications
1 2 (3.28%) Microsoft Excel
2 1 (1.64%) Microsoft Office
2 1 (1.64%) SPSS
Business Applications
1 2 (3.28%) Salesforce.com CRM
Cloud Services
1 7 (11.48%) Amazon AWS
2 6 (9.84%) Microsoft Azure
3 1 (1.64%) CallidusCloud
3 1 (1.64%) Google Cloud Platform
3 1 (1.64%) PaaS
3 1 (1.64%) SaaS
Communications & Networking
1 1 (1.64%) Internet
Database & Business Intelligence
1 42 (68.85%) Data Warehouse
2 34 (55.74%) SQL Server
3 19 (31.15%) MS Access
4 17 (27.87%) SQL Server Reporting Services
5 15 (24.59%) SQL Server Integration Services
6 7 (11.48%) BusinessObjects
6 7 (11.48%) SQL Server Analysis Services
7 5 (8.20%) BusinessObjects XI
7 5 (8.20%) Oracle Reports
8 2 (3.28%) Big Data
8 2 (3.28%) Power BI
8 2 (3.28%) RDBMS
8 2 (3.28%) Relational Database
9 1 (1.64%) Amazon Redshift
9 1 (1.64%) BigQuery
9 1 (1.64%) QlikView
9 1 (1.64%) ROLAP
9 1 (1.64%) Spotfire
9 1 (1.64%) SQL Server 2005
9 1 (1.64%) SQL Server 2012
Development Applications
1 5 (8.20%) Oracle APEX
2 2 (3.28%) Visual Studio
3 1 (1.64%) SQL Server Management Studio (SSMS)
General
1 26 (42.62%) Finance
2 3 (4.92%) Marketing
3 1 (1.64%) Back Office
3 1 (1.64%) Billing
3 1 (1.64%) Legal
3 1 (1.64%) Retail
3 1 (1.64%) Telecoms
Job Titles
1 26 (42.62%) Analyst
2 14 (22.95%) Data Analyst
3 12 (19.67%) Business Data Analyst
4 11 (18.03%) Developer
4 11 (18.03%) SQL Analyst
4 11 (18.03%) SQL Data Analyst
5 9 (14.75%) Business Intelligence Developer
6 8 (13.11%) Business Analyst
6 8 (13.11%) Data Business Analyst
6 8 (13.11%) Data Manager
6 8 (13.11%) Pricing Analyst
7 7 (11.48%) Data Governance Analyst
7 7 (11.48%) Data Governance Manager
7 7 (11.48%) Governance Manager
8 6 (9.84%) DBA
8 6 (9.84%) Development DBA
9 4 (6.56%) Data Quality Manager
9 4 (6.56%) SQL Developer
10 3 (4.92%) Business Developer
10 3 (4.92%) Senior Analyst
Libraries, Frameworks & Software Standards
1 1 (1.64%) .NET
1 1 (1.64%) MDX
Miscellaneous
1 27 (44.26%) Analytical Skills
2 2 (3.28%) Greenfield Project
2 2 (3.28%) iPad
2 2 (3.28%) Management Information System
3 1 (1.64%) Algorithms
3 1 (1.64%) Data Structures
3 1 (1.64%) NHS
3 1 (1.64%) Reference Data
Operating Systems
1 5 (8.20%) Linux
1 5 (8.20%) Unix
Processes & Methodologies
1 44 (72.13%) Business Intelligence
2 19 (31.15%) Mathematics
2 19 (31.15%) OpenUP
3 14 (22.95%) Agile Software Development
4 12 (19.67%) ETL
5 10 (16.39%) Data Governance
6 9 (14.75%) Data Architecture
6 9 (14.75%) Migration
7 8 (13.11%) People Management
7 8 (13.11%) Statistics
8 7 (11.48%) Performance Tuning
9 6 (9.84%) Data Migration
9 6 (9.84%) Service Delivery
9 6 (9.84%) TDD
10 5 (8.20%) Analytics
10 5 (8.20%) Data Analysis
10 5 (8.20%) Data Analytics
10 5 (8.20%) Release Management
11 4 (6.56%) Data Management
12 3 (4.92%) Data Protection
Programming Languages
1 38 (62.30%) SQL
2 25 (40.98%) VB
3 24 (39.34%) PL/SQL
4 19 (31.15%) VBA
5 12 (19.67%) T-SQL
6 6 (9.84%) PowerShell
7 5 (8.20%) Shell Script
7 5 (8.20%) VBScript
8 4 (6.56%) C#
9 1 (1.64%) MATLAB
9 1 (1.64%) R
9 1 (1.64%) VB.NET
Qualifications
1 23 (37.70%) Degree
2 3 (4.92%) Security Cleared
3 2 (3.28%) SC Cleared
4 1 (1.64%) MCSE
4 1 (1.64%) Microsoft Certification
Quality Assurance & Compliance
1 1 (1.64%) QA
1 1 (1.64%) SLA
Vendors
1 27 (44.26%) Oracle
2 6 (9.84%) Microsoft
3 2 (3.28%) Salesforce.com
3 2 (3.28%) SAP
4 1 (1.64%) Apple
4 1 (1.64%) Callidus
4 1 (1.64%) Cognos
4 1 (1.64%) Google
4 1 (1.64%) Informatica
4 1 (1.64%) LogRhythm
4 1 (1.64%) Tableau
Leeds, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 per annum
Posted: 8 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £35,000 to £42,000 per annum Pension, Healthcare
Posted: 5 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 7 days ago
Leeds
Ampersand Consulting
Salary: £40000 - £45000 per annum + Fantastic Benefits
Posted: 27 days ago
Bradford
Hays Specialist Recruitment
Salary: £45000.00 per annum + Excellent Benefits
Posted: 22 days ago