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 26 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Data Quality
Rank 97 142 132
Rank change year-on-year
+45 -10
Permanent jobs citing Data Quality 34 9 20
As % of all permanent IT jobs located in Reading 1.93% 0.39% 0.82%
As % of the Quality Assurance & Compliance category 14.53% 3.16% 6.12%
Number of salaries quoted 19 7 18
Median salary £55,000 £42,500 £50,000
Median salary % change year-on-year
+29.41% -15.00%
90% offered a salary of more than £37,500 £29,600 £33,550
10% offered a salary of more than £58,000 £55,000 £76,500
UK excluding London median salary £45,000 £42,500 £47,500
% change year-on-year
+5.88% -10.52%
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
234 285 327
As % of all permanent IT jobs located in Reading 13.25% 12.42% 13.41%
Number of salaries quoted 157 195 201
Median salary £55,000 £50,000 £46,500
Median salary % change year-on-year
+10.00% +7.52%
90% offered a salary of more than £35,750 £23,579 £32,500
10% offered a salary of more than £70,000 £70,000 £70,000
UK excluding London median salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 26 June 2016.

Data Quality Salary Histogram in Reading

Data Quality
Top 30 Related IT Skills in Reading

For the 6 months to 26 June 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 30 (50.00%) ITIL
2 27 (45.00%) Data Governance
3 22 (36.67%) Oracle
4 17 (28.33%) MS Excel
4 17 (28.33%) Management Information System
5 16 (26.67%) Business Intelligence
5 16 (26.67%) Salesforce.com
5 16 (26.67%) ETL
5 16 (26.67%) Release Management
5 16 (26.67%) User Acceptance Testing
5 16 (26.67%) Analytical Skills
6 14 (23.33%) Data Integration
6 14 (23.33%) SAP
6 14 (23.33%) Middleware
6 14 (23.33%) Microsoft
6 14 (23.33%) Stakeholder Management
6 14 (23.33%) TOGAF
6 14 (23.33%) Casewise
7 13 (21.67%) Finance
7 13 (21.67%) SOA
7 13 (21.67%) Oracle Fusion
7 13 (21.67%) Oracle ODI
7 13 (21.67%) Oracle GoldenGate
8 12 (20.00%) Big Data
8 12 (20.00%) Mobile App
8 12 (20.00%) Continuous Improvement
8 12 (20.00%) SAP HR
8 12 (20.00%) SAP Payroll
8 12 (20.00%) Agile Software Development
9 11 (18.33%) Smart Meter

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 2 (3.33%) SharePoint
Applications
1 17 (28.33%) MS Excel
2 6 (10.00%) MS Office
2 6 (10.00%) MS PowerPoint
Business Applications
1 12 (20.00%) SAP HR
1 12 (20.00%) SAP Payroll
Cloud Services
1 3 (5.00%) Microsoft Azure
2 1 (1.67%) Amazon AWS
Communications & Networking
1 1 (1.67%) NFC
1 1 (1.67%) RFID
Database & Business Intelligence
1 13 (21.67%) Oracle ODI
2 12 (20.00%) Big Data
3 8 (13.33%) SQL Server
4 2 (3.33%) Azure SQL Database
4 2 (3.33%) BusinessObjects
4 2 (3.33%) RDBMS
4 2 (3.33%) Relational Database
4 2 (3.33%) SQL Server 2008
4 2 (3.33%) SQL Server Integration Services
5 1 (1.67%) GIS
5 1 (1.67%) SAP BW
Development Applications
1 2 (3.33%) Talend Open Studio
2 1 (1.67%) Selenium
2 1 (1.67%) WebDriver
General
1 13 (21.67%) Finance
2 4 (6.67%) Law
3 3 (5.00%) Telecoms
4 2 (3.33%) Advertising
4 2 (3.33%) Retail
5 1 (1.67%) Brand Awareness
5 1 (1.67%) Games
5 1 (1.67%) Marketing
5 1 (1.67%) Publishing
Job Titles
1 17 (28.33%) Analyst
2 16 (26.67%) Salesforce.com Specialist
2 16 (26.67%) Support Specialist
3 14 (23.33%) Data Integration Manager
3 14 (23.33%) Data Manager
3 14 (23.33%) Integration Manager
4 8 (13.33%) Data Analyst
4 8 (13.33%) HR Analyst
4 8 (13.33%) SAP Analyst
4 8 (13.33%) SAP HR Analyst
4 8 (13.33%) Technical Specialist
4 8 (13.33%) Technical Support
4 8 (13.33%) Technical Support Specialist
5 6 (10.00%) Developer
5 6 (10.00%) Java Developer
6 5 (8.33%) Cloud Developer
6 5 (8.33%) Market Data Developer
6 5 (8.33%) Senior Developer
6 5 (8.33%) Senior Java Developer
7 4 (6.67%) CRM Specialist
Libraries, Frameworks & Software Standards
1 14 (23.33%) Middleware
2 13 (21.67%) Oracle Fusion
2 13 (21.67%) Oracle GoldenGate
3 6 (10.00%) J2SE
Miscellaneous
1 17 (28.33%) Management Information System
2 16 (26.67%) Analytical Skills
3 14 (23.33%) Data Integration
4 12 (20.00%) Mobile App
5 11 (18.33%) Smart Meter
6 2 (3.33%) Visualisation
7 1 (1.67%) Mathematics
7 1 (1.67%) SCADA
7 1 (1.67%) Social Media
Operating Systems
1 2 (3.33%) Windows
Processes & Methodologies
1 30 (50.00%) ITIL
2 27 (45.00%) Data Governance
3 16 (26.67%) Business Intelligence
3 16 (26.67%) ETL
3 16 (26.67%) Release Management
3 16 (26.67%) User Acceptance Testing
4 14 (23.33%) Stakeholder Management
4 14 (23.33%) TOGAF
5 13 (21.67%) SOA
6 12 (20.00%) Agile Software Development
6 12 (20.00%) Continuous Improvement
7 6 (10.00%) Integration Testing
7 6 (10.00%) Multithreading
7 6 (10.00%) Unit Testing
8 5 (8.33%) Data Management
9 4 (6.67%) CRM
9 4 (6.67%) Data Privacy
9 4 (6.67%) Data Protection
10 3 (5.00%) Change Data Capture
10 3 (5.00%) Master Data Management
Programming Languages
1 7 (11.67%) Java
2 3 (5.00%) SQL
3 1 (1.67%) JavaScript
3 1 (1.67%) Python
Qualifications
1 9 (15.00%) Degree
Quality Assurance & Compliance
1 2 (3.33%) QA
Vendors
1 22 (36.67%) Oracle
2 16 (26.67%) Salesforce.com
3 14 (23.33%) Casewise
3 14 (23.33%) Microsoft
3 14 (23.33%) SAP
4 2 (3.33%) Talend
4 2 (3.33%) Trillium