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 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 119 134 131
Rank change year-on-year
+15 -3
Permanent jobs citing Data Quality 18 10 9
As % of all permanent IT jobs located in Reading 1.00% 0.45% 0.36%
As % of the Quality Assurance & Compliance category 6.69% 3.52% 2.80%
Number of salaries quoted 11 9 9
Median salary £45,000 £42,500 £54,000
Median salary % change year-on-year
+5.88% -21.29%
UK excluding London median salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
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
269 284 321
As % of all permanent IT jobs located in Reading 14.93% 12.86% 12.92%
Number of salaries quoted 162 218 214
Median salary £55,000 £42,500 £47,500
Median salary % change year-on-year
+29.41% -10.52%
90% offered a salary of more than £35,000 £27,800 £27,500
10% offered a salary of more than £70,000 £67,000 £60,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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 31 August 2016.

Data Quality Salary Histogram in Reading

Data Quality
Top 30 Related IT Skills in Reading

For the 6 months to 31 August 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 31 (67.39%) ITIL
2 19 (41.30%) Oracle
3 16 (34.78%) Salesforce.com
3 16 (34.78%) Release Management
3 16 (34.78%) User Acceptance Testing
3 16 (34.78%) Data Governance
4 15 (32.61%) Data Integration
4 15 (32.61%) TOGAF
4 15 (32.61%) Casewise
4 15 (32.61%) Middleware
4 15 (32.61%) ETL
5 14 (30.43%) SOA
5 14 (30.43%) Stakeholder Management
5 14 (30.43%) Oracle Fusion
5 14 (30.43%) Oracle ODI
5 14 (30.43%) Oracle GoldenGate
6 11 (23.91%) Agile Software Development
7 6 (13.04%) Business Intelligence
7 6 (13.04%) Java
7 6 (13.04%) Analytical Skills
8 5 (10.87%) Master Data Management
8 5 (10.87%) Data Management
8 5 (10.87%) CRM
9 4 (8.70%) J2SE
9 4 (8.70%) MS Excel
9 4 (8.70%) SQL Server
9 4 (8.70%) SQL
9 4 (8.70%) Management Information System
9 4 (8.70%) Unit Testing
9 4 (8.70%) Integration Testing

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 (4.35%) SharePoint
Applications
1 4 (8.70%) MS Excel
2 3 (6.52%) MS Office
3 2 (4.35%) MS PowerPoint
Business Applications
1 1 (2.17%) SAP HR
1 1 (2.17%) SAP Payroll
Cloud Services
1 2 (4.35%) Amazon AWS
1 2 (4.35%) Microsoft Azure
Database & Business Intelligence
1 14 (30.43%) Oracle ODI
2 4 (8.70%) SQL Server
3 1 (2.17%) Big Data
3 1 (2.17%) GIS
3 1 (2.17%) Relational Database
Development Applications
1 2 (4.35%) Selenium
1 2 (4.35%) WebDriver
General
1 3 (6.52%) Telecoms
2 2 (4.35%) Law
2 2 (4.35%) Retail
3 1 (2.17%) Advertising
3 1 (2.17%) Finance
3 1 (2.17%) Publishing
Job Titles
1 16 (34.78%) Salesforce.com Specialist
1 16 (34.78%) Support Specialist
2 15 (32.61%) Data Integration Manager
2 15 (32.61%) Data Manager
2 15 (32.61%) Integration Manager
3 8 (17.39%) Technical Specialist
3 8 (17.39%) Technical Support
3 8 (17.39%) Technical Support Specialist
4 7 (15.22%) Analyst
5 4 (8.70%) Applications Specialist
5 4 (8.70%) Applications Support
5 4 (8.70%) Applications Support Specialist
5 4 (8.70%) CRM Specialist
5 4 (8.70%) Data Analyst
5 4 (8.70%) Developer
5 4 (8.70%) Java Developer
6 3 (6.52%) Cloud Developer
6 3 (6.52%) Data Quality Analyst
6 3 (6.52%) Market Data Developer
6 3 (6.52%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 15 (32.61%) Middleware
2 14 (30.43%) Oracle Fusion
2 14 (30.43%) Oracle GoldenGate
3 4 (8.70%) J2SE
Miscellaneous
1 15 (32.61%) Data Integration
2 6 (13.04%) Analytical Skills
3 4 (8.70%) Management Information System
4 1 (2.17%) Mathematics
4 1 (2.17%) Mobile App
4 1 (2.17%) SCADA
4 1 (2.17%) Smart Meter
Processes & Methodologies
1 31 (67.39%) ITIL
2 16 (34.78%) Data Governance
2 16 (34.78%) Release Management
2 16 (34.78%) User Acceptance Testing
3 15 (32.61%) ETL
3 15 (32.61%) TOGAF
4 14 (30.43%) SOA
4 14 (30.43%) Stakeholder Management
5 11 (23.91%) Agile Software Development
6 6 (13.04%) Business Intelligence
7 5 (10.87%) CRM
7 5 (10.87%) Data Management
7 5 (10.87%) Master Data Management
8 4 (8.70%) Integration Testing
8 4 (8.70%) Multithreading
8 4 (8.70%) Unit Testing
9 3 (6.52%) Change Data Capture
9 3 (6.52%) Service Delivery
9 3 (6.52%) Service Design
9 3 (6.52%) Software Delivery
Programming Languages
1 6 (13.04%) Java
2 4 (8.70%) SQL
3 2 (4.35%) JavaScript
3 2 (4.35%) Python
Qualifications
1 2 (4.35%) Degree
Quality Assurance & Compliance
1 3 (6.52%) QA
Vendors
1 19 (41.30%) Oracle
2 16 (34.78%) Salesforce.com
3 15 (32.61%) Casewise
4 2 (4.35%) Alteryx
4 2 (4.35%) DataFlux
4 2 (4.35%) SAP
5 1 (2.17%) Microsoft