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

Data Quality
England / Yorkshire
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 205 191 191
Rank change year-on-year -14 0  
Permanent jobs citing Data Quality 36 45 66
As % of all permanent IT jobs advertised in Yorkshire 0.66% 0.81% 0.97%
As % of the Quality Assurance & Compliance category 6.43% 6.20% 7.47%
Number of salaries quoted 33 35 51
Median salary £35,000 £36,000 £40,000
Median salary % change year-on-year -2.77% -10.00%  
90% offered a salary of more than £25,186 £24,000 £33,000
10% offered a salary of more than £52,000 £60,000 £50,000
UK excluding London median salary £42,500 £45,000 £42,500
% change year-on-year -5.55% +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 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 560 726 883
As % of all permanent IT job vacancies advertised in Yorkshire 10.33% 13.08% 12.92%
Number of salaries quoted 452 579 687
Median salary £40,000 £42,000 £40,000
Median salary % change year-on-year -4.76% +5.00%  
90% offered a salary of more than £25,000 £26,000 £25,000
10% offered a salary of more than £62,500 £55,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

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 26 June 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 26 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
West Yorkshire 0 26 £36,000 -10.00% 9
North Yorkshire +4 4 £29,593 -6.05% 1
South Yorkshire - 4 £43,750 -
East Yorkshire - 1 £37,500 -
Data Quality
England

For the 6 months to 26 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 Yorkshire region with a requirement for Data Quality.

1 52 (66.67%) Business Intelligence
2 50 (64.10%) SQL
3 46 (58.97%) Data Warehouse
4 44 (56.41%) SQL Server
5 30 (38.46%) Finance
5 30 (38.46%) Analytical Skills
6 29 (37.18%) Oracle
7 26 (33.33%) PL/SQL
7 26 (33.33%) Degree
8 25 (32.05%) VB
9 24 (30.77%) SQL Server Reporting Services
10 21 (26.92%) Mathematics
11 20 (25.64%) SQL Server Integration Services
12 19 (24.36%) VBA
12 19 (24.36%) MS Access
12 19 (24.36%) OpenUP
13 16 (20.51%) Agile Software Development
14 15 (19.23%) ETL
14 15 (19.23%) Data Governance
15 13 (16.67%) Data Architecture
15 13 (16.67%) T-SQL
16 12 (15.38%) Data Analytics
16 12 (15.38%) Analytics
17 11 (14.10%) SQL Server Analysis Services
17 11 (14.10%) Migration
18 10 (12.82%) Statistics
18 10 (12.82%) SharePoint
18 10 (12.82%) Microsoft
18 10 (12.82%) BusinessObjects
19 9 (11.54%) Data Modelling

Data Quality
Co-occurring 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 10 (12.82%) SharePoint
2 4 (5.13%) SAS
Applications
1 6 (7.69%) Microsoft Excel
2 1 (1.28%) Microsoft Office
2 1 (1.28%) SPSS
Business Applications
1 2 (2.56%) Dynamics CRM
1 2 (2.56%) Salesforce.com CRM
2 1 (1.28%) Oracle Clinical
Cloud Services
1 7 (8.97%) Amazon AWS
1 7 (8.97%) Microsoft Azure
2 1 (1.28%) CallidusCloud
2 1 (1.28%) Google Cloud Platform
2 1 (1.28%) PaaS
2 1 (1.28%) SaaS
2 1 (1.28%) Salesforce Service Cloud
Database & Business Intelligence
1 46 (58.97%) Data Warehouse
2 44 (56.41%) SQL Server
3 24 (30.77%) SQL Server Reporting Services
4 20 (25.64%) SQL Server Integration Services
5 19 (24.36%) MS Access
6 11 (14.10%) SQL Server Analysis Services
7 10 (12.82%) BusinessObjects
8 6 (7.69%) Power BI
9 5 (6.41%) BusinessObjects XI
9 5 (6.41%) Oracle Reports
10 4 (5.13%) SQL Server 2012
11 3 (3.85%) MySQL
11 3 (3.85%) PostgreSQL
11 3 (3.85%) RDBMS
11 3 (3.85%) Relational Database
12 2 (2.56%) Big Data
12 2 (2.56%) Electronic Patient Records
12 2 (2.56%) QlikView
12 2 (2.56%) SQL Server 2016
12 2 (2.56%) ZAP BI
Development Applications
1 5 (6.41%) Oracle APEX
2 2 (2.56%) ERwin
2 2 (2.56%) Visual Studio
3 1 (1.28%) SQL Server Management Studio (SSMS)
General
1 30 (38.46%) Finance
2 5 (6.41%) Retail
3 4 (5.13%) Marketing
4 1 (1.28%) Back Office
4 1 (1.28%) Banking
4 1 (1.28%) Billing
4 1 (1.28%) Legal
4 1 (1.28%) Telecoms
Job Titles
1 29 (37.18%) Analyst
2 19 (24.36%) Developer
3 16 (20.51%) Data Analyst
4 12 (15.38%) Business Data Analyst
4 12 (15.38%) Business Intelligence Developer
5 11 (14.10%) SQL Analyst
5 11 (14.10%) SQL Data Analyst
6 9 (11.54%) Business Analyst
7 8 (10.26%) Data Business Analyst
7 8 (10.26%) Data Manager
7 8 (10.26%) Pricing Analyst
8 7 (8.97%) Data Governance Analyst
8 7 (8.97%) Data Governance Manager
8 7 (8.97%) Governance Manager
9 6 (7.69%) DBA
9 6 (7.69%) Development DBA
9 6 (7.69%) SQL Developer
10 4 (5.13%) Architect
10 4 (5.13%) Data Quality Manager
10 4 (5.13%) SSIS Developer
Libraries, Frameworks & Software Standards
1 3 (3.85%) MDX
2 1 (1.28%) .NET
2 1 (1.28%) COM
2 1 (1.28%) Flask
2 1 (1.28%) Mason
2 1 (1.28%) Visualforce
2 1 (1.28%) XML
Miscellaneous
1 30 (38.46%) Analytical Skills
2 4 (5.13%) NHS
3 3 (3.85%) Data Structures
3 3 (3.85%) e-Learning
4 2 (2.56%) Greenfield Project
4 2 (2.56%) iPad
5 1 (1.28%) Algorithms
5 1 (1.28%) Management Information System
5 1 (1.28%) Reference Data
Operating Systems
1 5 (6.41%) Linux
1 5 (6.41%) Unix
Processes & Methodologies
1 52 (66.67%) Business Intelligence
2 21 (26.92%) Mathematics
3 19 (24.36%) OpenUP
4 16 (20.51%) Agile Software Development
5 15 (19.23%) Data Governance
5 15 (19.23%) ETL
6 13 (16.67%) Data Architecture
7 12 (15.38%) Analytics
7 12 (15.38%) Data Analytics
8 11 (14.10%) Migration
9 10 (12.82%) Statistics
10 9 (11.54%) Data Modelling
11 8 (10.26%) Data Analysis
11 8 (10.26%) Data Management
11 8 (10.26%) Data Migration
11 8 (10.26%) People Management
12 7 (8.97%) CRM
12 7 (8.97%) Performance Tuning
13 6 (7.69%) Service Delivery
13 6 (7.69%) TDD
Programming Languages
1 50 (64.10%) SQL
2 26 (33.33%) PL/SQL
3 25 (32.05%) VB
4 19 (24.36%) VBA
5 13 (16.67%) T-SQL
6 6 (7.69%) PowerShell
7 5 (6.41%) C#
7 5 (6.41%) Shell Script
7 5 (6.41%) VBScript
8 2 (2.56%) Python
9 1 (1.28%) Apex Code
9 1 (1.28%) JavaScript
9 1 (1.28%) MATLAB
9 1 (1.28%) R
9 1 (1.28%) VB.NET
Qualifications
1 26 (33.33%) Degree
2 4 (5.13%) Security Cleared
3 3 (3.85%) SC Cleared
4 1 (1.28%) MCSE
4 1 (1.28%) Microsoft Certification
Quality Assurance & Compliance
1 1 (1.28%) QA
1 1 (1.28%) SLA
Systems Management
1 1 (1.28%) Ansible
Vendors
1 29 (37.18%) Oracle
2 10 (12.82%) Microsoft
3 4 (5.13%) Salesforce.com
4 3 (3.85%) SAP
5 2 (2.56%) Pega
5 2 (2.56%) Tableau
6 1 (1.28%) Apple
6 1 (1.28%) Callidus
6 1 (1.28%) Cognos
6 1 (1.28%) Google
6 1 (1.28%) Informatica
Leeds, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 per annum
Posted: 3 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £35,000 to £42,000 per annum Pension, Healthcare
Posted: 3 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 5 days ago
Northallerton
North Yorkshire Police
Salary: £31,053 - £33,597
Posted: 6 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £53000 per annum + benefits
Posted: 6 days ago
Leeds
Ampersand Consulting
Salary: £40000 - £45000 per annum + Fantastic Benefits
Posted: 24 days ago
Leeds
Telefonica
Posted: 26 days ago
Bradford
Hays Specialist Recruitment
Salary: £45000.00 per annum + Excellent Benefits
Posted: 20 days ago