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 3 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 105 150 115
Rank change year-on-year
+45 -35
Permanent jobs citing Data Quality 27 5 30
As % of all permanent IT jobs located in Reading 1.42% 0.21% 1.22%
As % of the Quality Assurance & Compliance category 11.16% 1.40% 9.55%
Number of salaries quoted 24 2 25
Median salary £55,000 £45,000 £45,000
Median salary % change year-on-year
+22.22% -
90% offered a salary of more than £30,000 £25,000 £32,500
10% offered a salary of more than £73,000 £65,000 £50,000
UK excluding London median salary £45,000 £43,500 £45,000
% change year-on-year
+3.44% -3.33%
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
242 357 314
As % of all permanent IT jobs located in Reading 12.74% 14.65% 12.81%
Number of salaries quoted 209 212 218
Median salary £52,500 £52,500 £45,000
Median salary % change year-on-year
- +16.66%
90% offered a salary of more than £32,500 £23,341 £31,100
10% offered a salary of more than £70,000 £65,000 £82,500
UK excluding London median salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +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 3 May 2016.

Data Quality Salary Histogram in Reading

Data Quality
Top 30 Related IT Skills in Reading

For the 6 months to 3 May 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 21 (53.85%) Data Governance
2 18 (46.15%) Business Intelligence
2 18 (46.15%) Finance
3 17 (43.59%) Oracle
4 16 (41.03%) MS Excel
4 16 (41.03%) Management Information System
4 16 (41.03%) Analytical Skills
5 15 (38.46%) SAP
5 15 (38.46%) Microsoft
6 13 (33.33%) SAP HR
6 13 (33.33%) SAP Payroll
6 13 (33.33%) Big Data
6 13 (33.33%) Mobile App
6 13 (33.33%) Continuous Improvement
7 12 (30.77%) Smart Meter
7 12 (30.77%) Degree
8 10 (25.64%) SQL Server
9 9 (23.08%) ETL
9 9 (23.08%) TOGAF
9 9 (23.08%) Casewise
9 9 (23.08%) Data Integration
10 7 (17.95%) Data Management
10 7 (17.95%) ITIL
10 7 (17.95%) Middleware
11 6 (15.38%) Oracle ODI
11 6 (15.38%) Oracle GoldenGate
11 6 (15.38%) Oracle Fusion
11 6 (15.38%) Unit Testing
11 6 (15.38%) Integration Testing
11 6 (15.38%) Multithreading

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:

Applications
1 16 (41.03%) MS Excel
2 6 (15.38%) MS PowerPoint
3 4 (10.26%) MS Office
Business Applications
1 13 (33.33%) SAP HR
1 13 (33.33%) SAP Payroll
2 2 (5.13%) MoSes
Cloud Services
1 2 (5.13%) Microsoft Azure
Communications & Networking
1 1 (2.56%) NFC
1 1 (2.56%) RFID
Database & Business Intelligence
1 13 (33.33%) Big Data
2 10 (25.64%) SQL Server
3 6 (15.38%) Oracle ODI
4 2 (5.13%) Azure SQL Database
4 2 (5.13%) BusinessObjects
4 2 (5.13%) Data Warehouse
4 2 (5.13%) NoSQL
4 2 (5.13%) RDBMS
4 2 (5.13%) Relational Database
4 2 (5.13%) SQL Server 2008
4 2 (5.13%) SQL Server Integration Services
5 1 (2.56%) GIS
5 1 (2.56%) SAP BW
Development Applications
1 2 (5.13%) Talend Open Studio
General
1 18 (46.15%) Finance
2 4 (10.26%) Law
3 3 (7.69%) Telecoms
4 2 (5.13%) Advertising
4 2 (5.13%) Mandarin Language
4 2 (5.13%) Retail
5 1 (2.56%) Brand Awareness
5 1 (2.56%) Games
5 1 (2.56%) Marketing
5 1 (2.56%) Publishing
Job Titles
1 17 (43.59%) Analyst
2 9 (23.08%) HR Analyst
2 9 (23.08%) SAP Analyst
2 9 (23.08%) SAP HR Analyst
3 8 (20.51%) Data Analyst
4 7 (17.95%) Data Integration Manager
4 7 (17.95%) Data Manager
4 7 (17.95%) Integration Manager
5 6 (15.38%) Developer
5 6 (15.38%) Java Developer
6 5 (12.82%) Cloud Developer
6 5 (12.82%) Market Data Developer
6 5 (12.82%) Senior Developer
6 5 (12.82%) Senior Java Developer
7 4 (10.26%) Governance Analyst
8 3 (7.69%) Compliance Manager
9 2 (5.13%) Architect
9 2 (5.13%) IT Architect
9 2 (5.13%) Project Controller
9 2 (5.13%) Senior Architect
Libraries, Frameworks & Software Standards
1 7 (17.95%) Middleware
2 6 (15.38%) J2SE
2 6 (15.38%) Oracle Fusion
2 6 (15.38%) Oracle GoldenGate
Miscellaneous
1 16 (41.03%) Analytical Skills
1 16 (41.03%) Management Information System
2 13 (33.33%) Mobile App
3 12 (30.77%) Smart Meter
4 9 (23.08%) Data Integration
5 2 (5.13%) Reference Data
5 2 (5.13%) Visualisation
6 1 (2.56%) Mathematics
6 1 (2.56%) SCADA
6 1 (2.56%) Social Media
Operating Systems
1 2 (5.13%) Windows
Processes & Methodologies
1 21 (53.85%) Data Governance
2 18 (46.15%) Business Intelligence
3 13 (33.33%) Continuous Improvement
4 9 (23.08%) ETL
4 9 (23.08%) TOGAF
5 7 (17.95%) Data Management
5 7 (17.95%) ITIL
6 6 (15.38%) Integration Testing
6 6 (15.38%) Multithreading
6 6 (15.38%) SOA
6 6 (15.38%) Stakeholder Management
6 6 (15.38%) Unit Testing
7 5 (12.82%) Project Management
8 4 (10.26%) Data Privacy
8 4 (10.26%) Data Protection
9 3 (7.69%) Agile Software Development
9 3 (7.69%) Change Data Capture
9 3 (7.69%) Master Data Management
9 3 (7.69%) Service Design
9 3 (7.69%) Software Delivery
Programming Languages
1 6 (15.38%) Java
2 3 (7.69%) SQL
3 2 (5.13%) C
Qualifications
1 12 (30.77%) Degree
2 2 (5.13%) ACCA
2 2 (5.13%) CIMA
Quality Assurance & Compliance
1 1 (2.56%) QA
Vendors
1 17 (43.59%) Oracle
2 15 (38.46%) Microsoft
2 15 (38.46%) SAP
3 9 (23.08%) Casewise
4 2 (5.13%) Cognos
4 2 (5.13%) Informatica
4 2 (5.13%) PeopleSoft
4 2 (5.13%) Talend
4 2 (5.13%) Trillium