The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 30 March 2017 with a comparison to the same period in the previous 2 years.

Data Quality
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 128 112 139
Rank change year-on-year -16 +27  
Permanent jobs citing Data Quality 29 66 42
As % of all permanent IT jobs advertised in Leeds 1.12% 2.00% 1.14%
As % of the Quality Assurance & Compliance category 10.86% 15.79% 7.76%
Number of salaries quoted 25 32 34
Median salary £35,000 £41,250 £37,500
Median salary % change year-on-year -15.15% +10.00%  
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 Leeds with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills
Leeds
Permanent job vacancies with a requirement for quality assurance and compliance skills 267 418 541
As % of all permanent IT job vacancies advertised in Leeds 10.36% 12.66% 14.63%
Number of salaries quoted 225 319 397
Median salary £39,000 £40,500 £40,000
Median salary % change year-on-year -3.70% +1.25%  
90% offered a salary of more than £24,000 £30,000 £27,500
10% offered a salary of more than £55,000 £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 Leeds

The job posting trend of jobs advertised in Leeds 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 Leeds

Data Quality
Salary Trend in Leeds

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

Salary trend for Data Quality in Leeds

Data Quality
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Quality in Leeds over the 3 months to 30 March 2017.

Salary histogram for Data Quality in Leeds

For the 6 months to 30 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 Leeds region with a requirement for Data Quality.

1 28 (77.78%) Business Intelligence
2 24 (66.67%) Data Warehouse
2 24 (66.67%) SQL
3 21 (58.33%) SQL Server
4 19 (52.78%) Analytical Skills
5 18 (50.00%) Finance
6 17 (47.22%) MS Excel
7 16 (44.44%) Oracle
8 15 (41.67%) PL/SQL
8 15 (41.67%) VB
9 14 (38.89%) Degree
10 12 (33.33%) SQL Server Reporting Services
11 11 (30.56%) VBA
11 11 (30.56%) MS Access
11 11 (30.56%) OpenUP
11 11 (30.56%) Mathematics
11 11 (30.56%) SQL Server Integration Services
12 9 (25.00%) ETL
12 9 (25.00%) Agile Software Development
13 7 (19.44%) T-SQL
13 7 (19.44%) Data Governance
14 6 (16.67%) Performance Tuning
14 6 (16.67%) Migration
14 6 (16.67%) BusinessObjects
15 5 (13.89%) TDD
15 5 (13.89%) SharePoint
15 5 (13.89%) PowerShell
15 5 (13.89%) Microsoft Azure
15 5 (13.89%) Amazon AWS
15 5 (13.89%) Data Migration

Data Quality
Co-occurring IT Skills in Leeds 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 5 (13.89%) SharePoint
2 1 (2.78%) SAS
Applications
1 17 (47.22%) MS Excel
Business Applications
1 2 (5.56%) Salesforce.com CRM
Cloud Services
1 5 (13.89%) Amazon AWS
1 5 (13.89%) Microsoft Azure
2 1 (2.78%) SaaS
Database & Business Intelligence
1 24 (66.67%) Data Warehouse
2 21 (58.33%) SQL Server
3 12 (33.33%) SQL Server Reporting Services
4 11 (30.56%) MS Access
4 11 (30.56%) SQL Server Integration Services
5 6 (16.67%) BusinessObjects
6 4 (11.11%) BusinessObjects XI
6 4 (11.11%) Oracle Reports
6 4 (11.11%) SQL Server Analysis Services
7 3 (8.33%) Power BI
8 2 (5.56%) RDBMS
8 2 (5.56%) Relational Database
9 1 (2.78%) Data Mining
9 1 (2.78%) MOLAP
9 1 (2.78%) OLAP
9 1 (2.78%) OLTP
9 1 (2.78%) Oracle Database
9 1 (2.78%) ROLAP
9 1 (2.78%) SAP Data Services
9 1 (2.78%) SQL Server 2012
Development Applications
1 4 (11.11%) Oracle APEX
General
1 18 (50.00%) Finance
2 3 (8.33%) Marketing
3 2 (5.56%) Retail
4 1 (2.78%) Back Office
Job Titles
1 16 (44.44%) Analyst
2 14 (38.89%) Data Analyst
3 12 (33.33%) Business Data Analyst
4 11 (30.56%) SQL Analyst
4 11 (30.56%) SQL Data Analyst
5 6 (16.67%) Developer
6 5 (13.89%) DBA
6 5 (13.89%) Development DBA
7 4 (11.11%) SQL Developer
8 3 (8.33%) Business Intelligence Developer
9 2 (5.56%) Senior Analyst
9 2 (5.56%) SQL DBA
9 2 (5.56%) SQL Server Developer
9 2 (5.56%) SSIS Developer
10 1 (2.78%) Business Intelligence Data Analyst
10 1 (2.78%) Data Governance Analyst
10 1 (2.78%) Governance Manager
10 1 (2.78%) Salesforce Support
10 1 (2.78%) SQL BI Developer
10 1 (2.78%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 1 (2.78%) .NET
1 1 (2.78%) MDX
Miscellaneous
1 19 (52.78%) Analytical Skills
Operating Systems
1 4 (11.11%) Linux
1 4 (11.11%) Unix
Processes & Methodologies
1 28 (77.78%) Business Intelligence
2 11 (30.56%) Mathematics
2 11 (30.56%) OpenUP
3 9 (25.00%) Agile Software Development
3 9 (25.00%) ETL
4 7 (19.44%) Data Governance
5 6 (16.67%) Migration
5 6 (16.67%) Performance Tuning
6 5 (13.89%) Data Migration
6 5 (13.89%) TDD
7 4 (11.11%) Analytics
7 4 (11.11%) Data Analytics
7 4 (11.11%) Data Management
7 4 (11.11%) Release Management
7 4 (11.11%) Service Delivery
8 3 (8.33%) Data Protection
8 3 (8.33%) Data Visualisation
8 3 (8.33%) Visualisation
9 2 (5.56%) Data Architecture
9 2 (5.56%) Data Integration
Programming Languages
1 24 (66.67%) SQL
2 15 (41.67%) PL/SQL
2 15 (41.67%) VB
3 11 (30.56%) VBA
4 7 (19.44%) T-SQL
5 5 (13.89%) PowerShell
6 4 (11.11%) Shell Script
6 4 (11.11%) VBScript
7 1 (2.78%) C#
7 1 (2.78%) VB.NET
Qualifications
1 14 (38.89%) Degree
2 2 (5.56%) Security Cleared
3 1 (2.78%) MCSE
3 1 (2.78%) Microsoft Certification
3 1 (2.78%) SC Cleared
Quality Assurance & Compliance
1 2 (5.56%) QA
Vendors
1 16 (44.44%) Oracle
2 4 (11.11%) Microsoft
3 2 (5.56%) Salesforce.com
3 2 (5.56%) SAP
4 1 (2.78%) Cognos
4 1 (2.78%) Tableau
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