The table below looks at the statistics for Data Quality skills in IT jobs advertised for the Berkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 153 198 199
Rank change year-on-year
+45 +1
Permanent jobs citing Data Quality 58 29 29
As % of all permanent IT jobs located in Berkshire 1.29% 0.57% 0.50%
As % of the Quality Assurance & Compliance category 9.09% 4.30% 3.28%
Number of salaries quoted 43 22 15
Median salary £50,000 £48,750 £54,000
Median salary % change year-on-year
+2.56% -9.72%
90% offered a salary of more than £30,600 £36,000 £37,500
10% offered a salary of more than £73,500 £65,000 £85,000
UK excluding London median salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
Data Quality
South East

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 Berkshire region.

Quality Assurance & Compliance Category
Berkshire
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
638 674 883
As % of all permanent IT jobs located in Berkshire 14.22% 13.26% 15.23%
Number of salaries quoted 470 533 578
Median salary £52,500 £47,500 £45,000
Median salary % change year-on-year
+10.52% +5.55%
90% offered a salary of more than £32,500 £28,600 £27,500
10% offered a salary of more than £72,500 £70,000 £65,000
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 Berkshire

The demand trend of job ads across the Berkshire 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 Berkshire

Data Quality
Salary Trend in Berkshire

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

Data Quality Salary Trend in Berkshire

Data Quality
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing Data Quality across the Berkshire region over the 3 months to 24 August 2016.

Data Quality Salary Histogram in Berkshire

Data Quality
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Berkshire region over the 3 months to 24 August 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +23 22 £45,000 +5.88%
Maidenhead 0 13 £37,500 -25.00%
Slough +22 6 £52,500 -
Bracknell - 2 £50,000 - 1
Windsor - 1 £42,500 -
Data Quality
South East

Data Quality
Top 30 Related IT Skills in Berkshire

For the 6 months to 24 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 Berkshire region with a requirement for Data Quality.

1 41 (33.33%) Business Intelligence
2 39 (31.71%) ETL
3 35 (28.46%) ITIL
4 31 (25.20%) SQL Server
5 30 (24.39%) Oracle
6 29 (23.58%) Data Warehouse
7 27 (21.95%) SQL
8 26 (21.14%) Analytical Skills
9 23 (18.70%) Finance
10 22 (17.89%) Data Integration
11 21 (17.07%) SOA
12 20 (16.26%) Data Management
13 19 (15.45%) Agile Software Development
13 19 (15.45%) BusinessObjects
13 19 (15.45%) Master Data Management
14 18 (14.63%) Data Governance
14 18 (14.63%) Salesforce.com
14 18 (14.63%) Middleware
14 18 (14.63%) SAP
14 18 (14.63%) Management Information System
15 16 (13.01%) Stakeholder Management
15 16 (13.01%) Release Management
15 16 (13.01%) User Acceptance Testing
16 15 (12.20%) TOGAF
16 15 (12.20%) Casewise
17 14 (11.38%) Oracle ODI
17 14 (11.38%) Oracle GoldenGate
17 14 (11.38%) Oracle Fusion
18 13 (10.57%) Degree
18 13 (10.57%) SDLC

Data Quality
Top Related IT Skills in Berkshire 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 3 (2.44%) SharePoint
2 2 (1.63%) Content Management Server
Applications
1 11 (8.94%) MS Excel
2 5 (4.07%) MS Office
3 3 (2.44%) MS PowerPoint
Business Applications
1 3 (2.44%) SAP HR
1 3 (2.44%) SAP Payroll
2 2 (1.63%) Cognos Business Intelligence
2 2 (1.63%) SAP CCM
3 1 (0.81%) CODA-Financials
3 1 (0.81%) Dynamics CRM
3 1 (0.81%) Dynamics NAV
Cloud Services
1 5 (4.07%) Microsoft Azure
2 3 (2.44%) SaaS
3 2 (1.63%) Amazon AWS
Communications & Networking
1 3 (2.44%) Firewall
1 3 (2.44%) LAN
1 3 (2.44%) WAN
Database & Business Intelligence
1 31 (25.20%) SQL Server
2 29 (23.58%) Data Warehouse
3 19 (15.45%) BusinessObjects
4 14 (11.38%) Oracle ODI
5 11 (8.94%) QlikView
6 10 (8.13%) SQL Server Reporting Services
7 9 (7.32%) PowerCenter
8 8 (6.50%) BusinessObjects Web Intelligence
8 8 (6.50%) GIS
9 7 (5.69%) DB2
10 6 (4.88%) SQL Server Integration Services
11 5 (4.07%) Crystal Reports
11 5 (4.07%) Pentaho
12 4 (3.25%) Big Data
12 4 (3.25%) SAP BI
12 4 (3.25%) SQL Server Analysis Services
13 3 (2.44%) Microsoft Analysis Services
13 3 (2.44%) SQL Server 2000
14 1 (0.81%) Data Mart
14 1 (0.81%) Relational Database
Development Applications
1 2 (1.63%) Selenium
1 2 (1.63%) WebDriver
General
1 23 (18.70%) Finance
2 5 (4.07%) Telecoms
3 4 (3.25%) Law
4 3 (2.44%) Retail
5 2 (1.63%) Advertising
5 2 (1.63%) Automotive
5 2 (1.63%) Manufacturing
5 2 (1.63%) Marketing
6 1 (0.81%) Legal
6 1 (0.81%) Publishing
Job Titles
1 29 (23.58%) Analyst
2 17 (13.82%) Data Manager
3 16 (13.01%) Salesforce.com Specialist
3 16 (13.01%) Support Specialist
4 15 (12.20%) Data Integration Manager
4 15 (12.20%) Integration Manager
5 13 (10.57%) Business Intelligence Analyst
6 11 (8.94%) Developer
7 9 (7.32%) Data Analyst
7 9 (7.32%) Informatica Engineer
8 8 (6.50%) Technical Specialist
8 8 (6.50%) Technical Support
8 8 (6.50%) Technical Support Specialist
9 7 (5.69%) Architect
9 7 (5.69%) Data Architect
9 7 (5.69%) Information Manager
9 7 (5.69%) Information Security Manager
9 7 (5.69%) Security Manager
9 7 (5.69%) SOA Architect
9 7 (5.69%) Solutions Architect
Libraries, Frameworks & Software Standards
1 18 (14.63%) Middleware
2 14 (11.38%) Oracle Fusion
2 14 (11.38%) Oracle GoldenGate
3 5 (4.07%) J2SE
4 1 (0.81%) HTML
Miscellaneous
1 26 (21.14%) Analytical Skills
2 22 (17.89%) Data Integration
3 18 (14.63%) Management Information System
4 9 (7.32%) Computer Science
5 5 (4.07%) Statistics
6 3 (2.44%) Mobile App
6 3 (2.44%) Replication
6 3 (2.44%) Smart Meter
7 2 (1.63%) Mathematics
8 1 (0.81%) e-Learning
8 1 (0.81%) FMCG
8 1 (0.81%) Learning Management System
8 1 (0.81%) SCADA
8 1 (0.81%) SCORM
Operating Systems
1 13 (10.57%) Windows
1 13 (10.57%) Windows Server
2 9 (7.32%) Windows Server 2003
3 3 (2.44%) Windows Server 2012
Processes & Methodologies
1 41 (33.33%) Business Intelligence
2 39 (31.71%) ETL
3 35 (28.46%) ITIL
4 21 (17.07%) SOA
5 20 (16.26%) Data Management
6 19 (15.45%) Agile Software Development
6 19 (15.45%) Master Data Management
7 18 (14.63%) Data Governance
8 16 (13.01%) Release Management
8 16 (13.01%) Stakeholder Management
8 16 (13.01%) User Acceptance Testing
9 15 (12.20%) TOGAF
10 13 (10.57%) Logistics
10 13 (10.57%) SDLC
11 12 (9.76%) Service Delivery
12 11 (8.94%) Analytics
13 9 (7.32%) Identity Management
13 9 (7.32%) Requirements Analysis
14 8 (6.50%) Data Modelling
14 8 (6.50%) Mentoring
Programming Languages
1 27 (21.95%) SQL
2 7 (5.69%) Java
3 6 (4.88%) Python
4 4 (3.25%) C#
5 2 (1.63%) JavaScript
6 1 (0.81%) T-SQL
6 1 (0.81%) VB
6 1 (0.81%) VBA
Qualifications
1 13 (10.57%) Degree
2 7 (5.69%) CISSP
3 3 (2.44%) MCITP
3 3 (2.44%) MCSA
3 3 (2.44%) MCTS
3 3 (2.44%) Microsoft Certification
Quality Assurance & Compliance
1 7 (5.69%) ISO/IEC 27001
1 7 (5.69%) PCI DSS
2 3 (2.44%) QA
System Software
1 12 (9.76%) Active Directory
2 3 (2.44%) vSphere
Systems Management
1 3 (2.44%) Microsoft Intune
1 3 (2.44%) SCCM
1 3 (2.44%) SCOM
1 3 (2.44%) SCVMM
Vendors
1 30 (24.39%) Oracle
2 18 (14.63%) Salesforce.com
2 18 (14.63%) SAP
3 15 (12.20%) Casewise
4 9 (7.32%) Informatica
5 7 (5.69%) Cognos
5 7 (5.69%) Tableau
6 6 (4.88%) Microsoft
7 2 (1.63%) Alteryx
7 2 (1.63%) DataFlux
8 1 (0.81%) Adobe
8 1 (0.81%) CODA
8 1 (0.81%) Demandware
8 1 (0.81%) Intel Security
8 1 (0.81%) Sage
8 1 (0.81%) TARGIT