The table below looks at the statistics for Data Quality skills in IT jobs advertised for the Reading region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 110 152 143
Rank change year-on-year
+42 -9
Permanent jobs citing Data Quality 6 9 12
As % of all permanent IT jobs located in Reading 0.37% 0.37% 0.46%
As % of the Quality Assurance & Compliance category 3.13% 3.02% 3.27%
Number of salaries quoted 6 7 5
Median salary £80,000 £55,000 £42,500
Median salary % change year-on-year
+45.45% +29.41%
UK excluding London median salary £45,000 £45,000 £45,000
Data Quality
Berkshire

The following table is for comparison with the above and provides statistics for the entire Quality Assurance & Compliance category in permanent jobs advertised in the Reading region.

Quality Assurance & Compliance Category
Reading
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
192 298 367
As % of all permanent IT jobs located in Reading 11.84% 12.12% 13.93%
Number of salaries quoted 132 269 173
Median salary £52,500 £50,500 £40,000
Median salary % change year-on-year
+3.96% +26.25%
90% offered a salary of more than £27,500 £33,800 £22,500
10% offered a salary of more than £75,000 £67,500 £61,500
UK excluding London median salary £45,000 £44,000 £41,000
% change year-on-year
+2.27% +7.31%

Data Quality
Jobs Demand Trend in Reading

The demand trend of job ads across the Reading region citing Data Quality as a proportion of all IT jobs with a match in the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend 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 across the Reading region.

Data Quality Salary Trend in Reading

Data Quality
Salary Histogram in Reading

This chart provides a salary histogram for IT jobs citing Data Quality across the Reading region over the 3 months to 4 December 2016.

Data Quality Salary Histogram in Reading

Data Quality
Top 30 Related IT Skills in Reading

For the 6 months to 4 December 2016, 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 10 (47.62%) ITIL
2 6 (28.57%) Salesforce.com
2 6 (28.57%) Agile Software Development
2 6 (28.57%) Release Management
2 6 (28.57%) User Acceptance Testing
3 5 (23.81%) Analytical Skills
3 5 (23.81%) Data Governance
3 5 (23.81%) Oracle SOA Suite
3 5 (23.81%) Data Integration
3 5 (23.81%) ETL
3 5 (23.81%) SOA
3 5 (23.81%) SQL
3 5 (23.81%) Oracle
4 4 (19.05%) Stakeholder Management
4 4 (19.05%) Business Intelligence
4 4 (19.05%) Middleware
4 4 (19.05%) Oracle Fusion
4 4 (19.05%) TOGAF
4 4 (19.05%) Casewise
4 4 (19.05%) Oracle GoldenGate
4 4 (19.05%) Oracle ODI
5 3 (14.29%) Data Privacy
5 3 (14.29%) Data Protection
5 3 (14.29%) Data Cleansing
5 3 (14.29%) CRM
5 3 (14.29%) Java
5 3 (14.29%) Management Information System
5 3 (14.29%) Law
5 3 (14.29%) Advertising
6 2 (9.52%) Python

Data Quality
Top Related 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:

Application Platforms
1 5 (23.81%) Oracle SOA Suite
2 1 (4.76%) GlassFish
2 1 (4.76%) JBoss
2 1 (4.76%) Tomcat
2 1 (4.76%) WebLogic
Applications
1 2 (9.52%) MS Office
Cloud Services
1 2 (9.52%) Amazon AWS
1 2 (9.52%) Microsoft Azure
Database & Business Intelligence
1 4 (19.05%) Oracle ODI
2 1 (4.76%) Data Mining
2 1 (4.76%) Oracle Database
2 1 (4.76%) Relational Database
Development Applications
1 2 (9.52%) Selenium
1 2 (9.52%) WebDriver
General
1 3 (14.29%) Advertising
1 3 (14.29%) Law
2 1 (4.76%) Finance
Job Titles
1 7 (33.33%) Analyst
2 6 (28.57%) Salesforce Specialist
2 6 (28.57%) Salesforce Support
2 6 (28.57%) Support Specialist
3 5 (23.81%) Data Analyst
4 4 (19.05%) Data Integration Manager
4 4 (19.05%) Data Manager
4 4 (19.05%) Data Quality Analyst
4 4 (19.05%) Integration Manager
4 4 (19.05%) Quality Analyst
5 3 (14.29%) Data Protection Officer
5 3 (14.29%) Technical Specialist
5 3 (14.29%) Technical Support
5 3 (14.29%) Technical Support Specialist
6 2 (9.52%) Agile Test Analyst
6 2 (9.52%) CRM Specialist
6 2 (9.52%) SQL Analyst
6 2 (9.52%) SQL Data Analyst
6 2 (9.52%) Test Analyst
7 1 (4.76%) Senior Consultant
Libraries, Frameworks & Software Standards
1 4 (19.05%) Middleware
1 4 (19.05%) Oracle Fusion
1 4 (19.05%) Oracle GoldenGate
2 1 (4.76%) Java EE
2 1 (4.76%) Web Services
2 1 (4.76%) XML
Miscellaneous
1 5 (23.81%) Analytical Skills
1 5 (23.81%) Data Integration
2 3 (14.29%) Management Information System
3 1 (4.76%) Computer Science
3 1 (4.76%) Economics
3 1 (4.76%) Mathematics
3 1 (4.76%) Statistics
Processes & Methodologies
1 10 (47.62%) ITIL
2 6 (28.57%) Agile Software Development
2 6 (28.57%) Release Management
2 6 (28.57%) User Acceptance Testing
3 5 (23.81%) Data Governance
3 5 (23.81%) ETL
3 5 (23.81%) SOA
4 4 (19.05%) Business Intelligence
4 4 (19.05%) Stakeholder Management
4 4 (19.05%) TOGAF
5 3 (14.29%) CRM
5 3 (14.29%) Data Cleansing
5 3 (14.29%) Data Privacy
5 3 (14.29%) Data Protection
6 2 (9.52%) Analytics
6 2 (9.52%) Data Management
6 2 (9.52%) Data Modelling
6 2 (9.52%) Functional Testing
6 2 (9.52%) Process Management
6 2 (9.52%) Root Cause Analysis
Programming Languages
1 5 (23.81%) SQL
2 3 (14.29%) Java
3 2 (9.52%) JavaScript
3 2 (9.52%) Python
Quality Assurance & Compliance
1 2 (9.52%) QA
Vendors
1 6 (28.57%) Salesforce.com
2 5 (23.81%) Oracle
3 4 (19.05%) Casewise
4 2 (9.52%) Alteryx
4 2 (9.52%) DataFlux