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

Data Quality
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 137 133 142
Rank change year-on-year -4 +9  
Permanent jobs citing Data Quality 18 31 42
As % of all permanent IT jobs advertised in Leeds 0.72% 1.06% 1.27%
As % of the Quality Assurance & Compliance category 6.47% 7.64% 11.23%
Number of salaries quoted 17 20 33
Median salary £35,000 £26,119 £37,500
Median salary % change year-on-year +34.00% -30.34%  
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 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 278 406 374
As % of all permanent IT job vacancies advertised in Leeds 11.05% 13.90% 11.32%
Number of salaries quoted 224 338 284
Median salary £45,000 £42,500 £38,750
Median salary % change year-on-year +5.88% +9.67%  
90% offered a salary of more than £27,400 £25,750 £29,230
10% offered a salary of more than £62,500 £60,000 £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 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 22 June 2017.

Salary histogram for Data Quality in Leeds

For the 6 months to 22 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 Leeds region with a requirement for Data Quality.

1 39 (84.78%) Business Intelligence
2 35 (76.09%) Data Warehouse
3 34 (73.91%) SQL
4 31 (67.39%) SQL Server
5 27 (58.70%) Analytical Skills
6 26 (56.52%) Oracle
7 24 (52.17%) Finance
7 24 (52.17%) PL/SQL
7 24 (52.17%) VB
7 24 (52.17%) Degree
8 19 (41.30%) Mathematics
8 19 (41.30%) OpenUP
8 19 (41.30%) VBA
8 19 (41.30%) MS Access
9 14 (30.43%) SQL Server Reporting Services
10 13 (28.26%) SQL Server Integration Services
11 11 (23.91%) Agile Software Development
12 10 (21.74%) ETL
13 9 (19.57%) T-SQL
13 9 (19.57%) Migration
14 8 (17.39%) Statistics
15 7 (15.22%) Performance Tuning
16 6 (13.04%) TDD
16 6 (13.04%) BusinessObjects
16 6 (13.04%) SharePoint
16 6 (13.04%) Data Analytics
16 6 (13.04%) Analytics
16 6 (13.04%) Microsoft Azure
16 6 (13.04%) Amazon AWS
16 6 (13.04%) 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 6 (13.04%) SharePoint
2 2 (4.35%) SAS
Applications
1 2 (4.35%) Microsoft Excel
2 1 (2.17%) Microsoft Office
2 1 (2.17%) SPSS
Business Applications
1 2 (4.35%) Salesforce.com CRM
Cloud Services
1 6 (13.04%) Amazon AWS
1 6 (13.04%) Microsoft Azure
2 1 (2.17%) CallidusCloud
2 1 (2.17%) SaaS
Database & Business Intelligence
1 35 (76.09%) Data Warehouse
2 31 (67.39%) SQL Server
3 19 (41.30%) MS Access
4 14 (30.43%) SQL Server Reporting Services
5 13 (28.26%) SQL Server Integration Services
6 6 (13.04%) BusinessObjects
6 6 (13.04%) SQL Server Analysis Services
7 5 (10.87%) BusinessObjects XI
7 5 (10.87%) Oracle Reports
8 3 (6.52%) Power BI
8 3 (6.52%) RDBMS
8 3 (6.52%) Relational Database
9 1 (2.17%) Data Mining
9 1 (2.17%) MOLAP
9 1 (2.17%) OLAP
9 1 (2.17%) OLTP
9 1 (2.17%) ROLAP
9 1 (2.17%) SQL Server 2008
9 1 (2.17%) SQL Server 2012
9 1 (2.17%) SQL Server 2016
Development Applications
1 5 (10.87%) Oracle APEX
General
1 24 (52.17%) Finance
2 3 (6.52%) Marketing
3 2 (4.35%) Retail
4 1 (2.17%) Back Office
4 1 (2.17%) Billing
4 1 (2.17%) Legal
Job Titles
1 25 (54.35%) Analyst
2 14 (30.43%) Data Analyst
3 12 (26.09%) Business Data Analyst
4 11 (23.91%) SQL Analyst
4 11 (23.91%) SQL Data Analyst
5 8 (17.39%) Business Analyst
5 8 (17.39%) Data Business Analyst
5 8 (17.39%) Pricing Analyst
6 7 (15.22%) Developer
7 6 (13.04%) DBA
7 6 (13.04%) Development DBA
8 5 (10.87%) Business Intelligence Developer
9 3 (6.52%) Business Developer
9 3 (6.52%) SQL Developer
10 2 (4.35%) Administrator
10 2 (4.35%) Senior Analyst
10 2 (4.35%) SQL DBA
10 2 (4.35%) SQL Server Developer
10 2 (4.35%) SSIS Developer
11 1 (2.17%) Analytics Manager
Libraries, Frameworks & Software Standards
1 1 (2.17%) .NET
1 1 (2.17%) MDX
Miscellaneous
1 27 (58.70%) Analytical Skills
2 1 (2.17%) Algorithms
2 1 (2.17%) Data Structures
2 1 (2.17%) Management Information System
2 1 (2.17%) Reference Data
Operating Systems
1 5 (10.87%) Linux
1 5 (10.87%) Unix
Processes & Methodologies
1 39 (84.78%) Business Intelligence
2 19 (41.30%) Mathematics
2 19 (41.30%) OpenUP
3 11 (23.91%) Agile Software Development
4 10 (21.74%) ETL
5 9 (19.57%) Migration
6 8 (17.39%) Statistics
7 7 (15.22%) Performance Tuning
8 6 (13.04%) Analytics
8 6 (13.04%) Data Analytics
8 6 (13.04%) Data Migration
8 6 (13.04%) TDD
9 5 (10.87%) Release Management
9 5 (10.87%) Service Delivery
10 4 (8.70%) Visualisation
11 3 (6.52%) Business Analytics
11 3 (6.52%) Data Governance
11 3 (6.52%) Data Management
11 3 (6.52%) Data Visualisation
11 3 (6.52%) Process Improvement
Programming Languages
1 34 (73.91%) SQL
2 24 (52.17%) PL/SQL
2 24 (52.17%) VB
3 19 (41.30%) VBA
4 9 (19.57%) T-SQL
5 6 (13.04%) PowerShell
6 5 (10.87%) Shell Script
6 5 (10.87%) VBScript
7 1 (2.17%) C#
7 1 (2.17%) MATLAB
7 1 (2.17%) R
7 1 (2.17%) VB.NET
Qualifications
1 24 (52.17%) Degree
2 3 (6.52%) Security Cleared
3 2 (4.35%) SC Cleared
4 1 (2.17%) MCSE
4 1 (2.17%) Microsoft Certification
Quality Assurance & Compliance
1 1 (2.17%) QA
1 1 (2.17%) SLA
Vendors
1 26 (56.52%) Oracle
2 5 (10.87%) Microsoft
3 2 (4.35%) Salesforce.com
3 2 (4.35%) SAP
4 1 (2.17%) Apple
4 1 (2.17%) Callidus
4 1 (2.17%) Cognos
4 1 (2.17%) Informatica
4 1 (2.17%) Tableau
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