The following table provides summary statistics for permanent job vacancies advertised in Reading 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 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Quality
Berkshire / Reading
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 105 95 133
Rank change year-on-year -10 +38  
Permanent jobs citing Data Quality 2 34 9
As % of all permanent IT jobs advertised in Reading 0.15% 1.93% 0.39%
As % of the Quality Assurance & Compliance category 1.23% 13.28% 2.65%
Number of salaries quoted 2 19 7
Median salary £44,000 £55,000 £42,500
Median salary % change year-on-year -20.00% +29.41%  
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 Reading with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills
Reading
Permanent job vacancies with a requirement for quality assurance and compliance skills 162 256 340
As % of all permanent IT job vacancies advertised in Reading 12.48% 14.50% 14.77%
Number of salaries quoted 108 176 240
Median salary £50,000 £55,000 £45,000
Median salary % change year-on-year -9.09% +22.22%  
90% offered a salary of more than £31,000 £35,000 £23,579
10% offered a salary of more than £75,000 £67,500 £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 Reading

The job posting trend of jobs advertised in Reading 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 Reading

Data Quality
Salary Trend in Reading

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

Salary trend for Data Quality in Reading

For the 6 months to 25 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 Reading region with a requirement for Data Quality.

1 5 (71.43%) Degree
2 4 (57.14%) Analytical Skills
2 4 (57.14%) Finance
3 3 (42.86%) Management Information System
3 3 (42.86%) Asset Management
3 3 (42.86%) Data Management
3 3 (42.86%) SQL
3 3 (42.86%) SAP
3 3 (42.86%) Data Modelling
3 3 (42.86%) Business Intelligence
3 3 (42.86%) Master Data Management
3 3 (42.86%) Relational Database
4 2 (28.57%) SQL Server 2008
4 2 (28.57%) Data Governance
4 2 (28.57%) SQL Server 2012
4 2 (28.57%) SQL Server Reporting Services
4 2 (28.57%) Software Engineering
4 2 (28.57%) QA
4 2 (28.57%) Oracle OLAP
4 2 (28.57%) Unit Testing
4 2 (28.57%) SQL Server Analysis Services
4 2 (28.57%) SDLC
4 2 (28.57%) Driving Licence
4 2 (28.57%) Power BI
4 2 (28.57%) Computer Science Degree
4 2 (28.57%) Snowflake Schema
4 2 (28.57%) Star Schema
4 2 (28.57%) BusinessObjects
4 2 (28.57%) NHS
4 2 (28.57%) Project Management

Data Quality
Co-occurring IT Skills in Reading 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:

Applications
1 2 (28.57%) Microsoft Excel
Business Applications
1 2 (28.57%) SAP PM
Database & Business Intelligence
1 3 (42.86%) Relational Database
2 2 (28.57%) BusinessObjects
2 2 (28.57%) Data Warehouse
2 2 (28.57%) DTS
2 2 (28.57%) GIS
2 2 (28.57%) OLAP
2 2 (28.57%) Oracle OLAP
2 2 (28.57%) Oracle Reports
2 2 (28.57%) Power BI
2 2 (28.57%) Snowflake Schema
2 2 (28.57%) SQL Server
2 2 (28.57%) SQL Server 2005
2 2 (28.57%) SQL Server 2008
2 2 (28.57%) SQL Server 2012
2 2 (28.57%) SQL Server Analysis Services
2 2 (28.57%) SQL Server Integration Services
2 2 (28.57%) SQL Server Reporting Services
2 2 (28.57%) Star Schema
General
1 4 (57.14%) Finance
2 2 (28.57%) Retail
3 1 (14.29%) Marketing
Job Titles
1 3 (42.86%) Data Manager
2 2 (28.57%) Business Intelligence Developer
2 2 (28.57%) Developer
2 2 (28.57%) Senior Business Intelligence Developer
2 2 (28.57%) Senior Developer
2 2 (28.57%) Senior Software Developer
2 2 (28.57%) Software Developer
3 1 (14.29%) Analyst
3 1 (14.29%) Consultant
3 1 (14.29%) Data Consultant
3 1 (14.29%) Master Data Manager
3 1 (14.29%) Salesforce Analyst
Libraries, Frameworks & Software Standards
1 2 (28.57%) XML
Miscellaneous
1 4 (57.14%) Analytical Skills
2 3 (42.86%) Management Information System
3 2 (28.57%) Driving Licence
3 2 (28.57%) NHS
4 1 (14.29%) Virtual Team
Processes & Methodologies
1 3 (42.86%) Asset Management
1 3 (42.86%) Business Intelligence
1 3 (42.86%) Data Management
1 3 (42.86%) Data Modelling
1 3 (42.86%) Master Data Management
2 2 (28.57%) Agile Software Development
2 2 (28.57%) Business Analysis
2 2 (28.57%) Data Governance
2 2 (28.57%) Project Management
2 2 (28.57%) SDLC
2 2 (28.57%) Security Management
2 2 (28.57%) Software Engineering
2 2 (28.57%) Unit Testing
3 1 (14.29%) Analytics
3 1 (14.29%) Business Development
3 1 (14.29%) Economics
3 1 (14.29%) Information Management
3 1 (14.29%) Mathematics
3 1 (14.29%) Validation
3 1 (14.29%) Workflow
Programming Languages
1 3 (42.86%) SQL
2 2 (28.57%) T-SQL
Qualifications
1 5 (71.43%) Degree
2 2 (28.57%) Computer Science Degree
2 2 (28.57%) HNC
Quality Assurance & Compliance
1 2 (28.57%) QA
Vendors
1 3 (42.86%) SAP
2 2 (28.57%) Oracle
3 1 (14.29%) Salesforce.com