Period
to 21 November 2017

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 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
Yorkshire > West Yorkshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 222 220 215
Rank change year-on-year -2 -5 +16
Permanent jobs citing Data Quality 44 55 102
As % of all permanent IT jobs advertised in West Yorkshire 0.64% 0.72% 1.11%
As % of the Quality Assurance & Compliance category 6.06% 5.41% 8.77%
Number of salaries quoted 36 50 73
West Yorkshire median annual salary £36,871 £38,000 £47,000
Median salary % change year-on-year -2.97% -19.15% -6.00%
10th Percentile £27,024 £24,000 £30,050
90th Percentile £49,000 £53,000 £69,000
Yorkshire median annual salary £43,750 £35,000 £45,000
% change year-on-year +25.00% -22.22% -10.00%

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 West Yorkshire with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
West Yorkshire
Permanent vacancies with a requirement for quality assurance or compliance skills 726 1017 1163
As % of all permanent IT jobs advertised in West Yorkshire 10.62% 13.34% 12.61%
Number of salaries quoted 605 867 881
West Yorkshire median annual salary £41,500 £42,500 £40,000
Median salary % change year-on-year -2.35% +6.25% +9.59%
10th Percentile £25,300 £24,000 £24,500
90th Percentile £61,250 £63,750 £60,000
Yorkshire median annual salary £40,000 £40,000 £39,000
% change year-on-year - +2.56% +9.86%

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 6 months to 21 November 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 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +3 29 £36,742 +43.24% 2
Bradford -6 7 £36,250 -19.44% 2
Bingley - 2 £37,500 -
Pudsey - 1 - -
Data Quality
Yorkshire

For the 6 months to 21 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 West Yorkshire region with a requirement for Data Quality.

1 23 (52.27%) SQL
2 21 (47.73%) SQL Server
3 18 (40.91%) Microsoft
4 17 (38.64%) Business Intelligence
5 16 (36.36%) Oracle
6 15 (34.09%) Finance
7 14 (31.82%) Data Warehouse
8 12 (27.27%) Analytical Skills
9 11 (25.00%) Management Information System
10 10 (22.73%) PL/SQL
10 10 (22.73%) Data Management
11 9 (20.45%) Quality Management
12 7 (15.91%) Data Analysis
12 7 (15.91%) Information Security
12 7 (15.91%) VB
12 7 (15.91%) SAS
13 6 (13.64%) Data Modelling
13 6 (13.64%) MySQL
13 6 (13.64%) ITIL
13 6 (13.64%) BusinessObjects
13 6 (13.64%) NHS
13 6 (13.64%) Degree
13 6 (13.64%) SQL Server Reporting Services
13 6 (13.64%) Business Analysis
13 6 (13.64%) Data Governance
13 6 (13.64%) Analytics
14 5 (11.36%) Agile Software Development
14 5 (11.36%) Mathematics
14 5 (11.36%) SQL Server Integration Services
14 5 (11.36%) SQL Server Analysis Services

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 7 (15.91%) SAS
2 1 (2.27%) MS Exchange
2 1 (2.27%) SharePoint
Applications
1 3 (6.82%) Microsoft Office
2 1 (2.27%) Microsoft Excel
Business Applications
1 2 (4.55%) SAP PLM
2 1 (2.27%) Dynamics CRM
2 1 (2.27%) Dynamics GP
Cloud Services
1 1 (2.27%) CallidusCloud
Communications & Networking
1 4 (9.09%) Internet
Database & Business Intelligence
1 21 (47.73%) SQL Server
2 14 (31.82%) Data Warehouse
3 6 (13.64%) BusinessObjects
3 6 (13.64%) MySQL
3 6 (13.64%) SQL Server Reporting Services
4 5 (11.36%) MS Access
4 5 (11.36%) SQL Server Analysis Services
4 5 (11.36%) SQL Server Integration Services
5 4 (9.09%) Oracle Database
5 4 (9.09%) Oracle Database 11g
5 4 (9.09%) Oracle Database 12c
5 4 (9.09%) Oracle Reports
5 4 (9.09%) Relational Database
6 3 (6.82%) QlikView
7 2 (4.55%) Crystal Reports
7 2 (4.55%) DB2
7 2 (4.55%) MarkLogic
7 2 (4.55%) Microsoft Analysis Services
7 2 (4.55%) Oracle ODI
8 1 (2.27%) Power BI
Development Applications
1 3 (6.82%) Oracle Forms
2 2 (4.55%) Team Foundation Server
3 1 (2.27%) Oracle APEX
General
1 15 (34.09%) Finance
2 4 (9.09%) Legal
2 4 (9.09%) Telecoms
3 2 (4.55%) Publishing
3 2 (4.55%) Retail
4 1 (2.27%) Billing
4 1 (2.27%) Pharmaceutical
Job Titles
1 14 (31.82%) Analyst
2 10 (22.73%) Developer
3 9 (20.45%) Data Manager
4 8 (18.18%) Data Analyst
5 4 (9.09%) Business Data Analyst
5 4 (9.09%) Business Intelligence Developer
5 4 (9.09%) Data Governance Analyst
5 4 (9.09%) Data Governance Manager
5 4 (9.09%) Development Officer
5 4 (9.09%) Governance Manager
5 4 (9.09%) Oracle Developer
5 4 (9.09%) Security Analyst
5 4 (9.09%) Senior Analyst
5 4 (9.09%) Senior Security Analyst
5 4 (9.09%) SQL Analyst
5 4 (9.09%) SQL Data Analyst
5 4 (9.09%) SQL Server Analyst
6 2 (4.55%) Data Modeller
6 2 (4.55%) Senior Business Intelligence Developer
6 2 (4.55%) Senior Developer
Libraries, Frameworks & Software Standards
1 4 (9.09%) .NET
1 4 (9.09%) ASP.NET
1 4 (9.09%) HTML
1 4 (9.09%) XML
2 1 (2.27%) MDX
2 1 (2.27%) Middleware
2 1 (2.27%) REST
2 1 (2.27%) Web Services
Miscellaneous
1 12 (27.27%) Analytical Skills
2 11 (25.00%) Management Information System
3 6 (13.64%) NHS
4 2 (4.55%) Data Protection Act
5 1 (2.27%) Data Structures
5 1 (2.27%) Greenfield Project
5 1 (2.27%) Reference Data
Operating Systems
1 3 (6.82%) Unix
2 1 (2.27%) Linux
Processes & Methodologies
1 17 (38.64%) Business Intelligence
2 10 (22.73%) Data Management
3 9 (20.45%) Quality Management
4 7 (15.91%) Data Analysis
4 7 (15.91%) Information Security
5 6 (13.64%) Analytics
5 6 (13.64%) Business Analysis
5 6 (13.64%) Data Governance
5 6 (13.64%) Data Modelling
5 6 (13.64%) ITIL
6 5 (11.36%) Agile Software Development
6 5 (11.36%) Data Architecture
6 5 (11.36%) ETL
6 5 (11.36%) Mathematics
6 5 (11.36%) OpenUP
7 4 (9.09%) Data Cleansing
7 4 (9.09%) Data Security
7 4 (9.09%) Information Security Management
7 4 (9.09%) ISMS
7 4 (9.09%) Security Management
Programming Languages
1 23 (52.27%) SQL
2 10 (22.73%) PL/SQL
3 7 (15.91%) VB
4 5 (11.36%) C#
4 5 (11.36%) VBA
5 4 (9.09%) JavaScript
5 4 (9.09%) T-SQL
6 1 (2.27%) MATLAB
6 1 (2.27%) R
6 1 (2.27%) Shell Script
6 1 (2.27%) VBScript
Qualifications
1 6 (13.64%) Degree
Quality Assurance & Compliance
1 4 (9.09%) ISO/IEC 27001
2 3 (6.82%) GDPR
3 1 (2.27%) SLA
System Software
1 2 (4.55%) Hyper-V
Systems Management
1 2 (4.55%) Oracle EDQ
Vendors
1 18 (40.91%) Microsoft
2 16 (36.36%) Oracle
3 4 (9.09%) LogRhythm
3 4 (9.09%) SAP
4 2 (4.55%) Cognos
5 1 (2.27%) Apple
5 1 (2.27%) Callidus
5 1 (2.27%) Informatica
5 1 (2.27%) Tableau