The table below looks at the statistics for Data Quality skills in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 298 296 327
Rank change year-on-year
-2 +31
Permanent jobs citing Data Quality 139 166 157
As % of all permanent IT jobs located in the South East 0.76% 0.80% 0.69%
As % of the Quality Assurance & Compliance category 6.26% 6.62% 5.63%
Number of salaries quoted 110 125 125
Median salary £50,000 £45,000 £52,500
Median salary % change year-on-year
+11.11% -14.28%
90% offered a salary of more than £30,500 £32,200 £26,500
10% offered a salary of more than £67,750 £77,500 £74,500
UK excluding London median salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
Data Quality
England

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 South East region.

Quality Assurance & Compliance Category
South East
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
2221 2508 2789
As % of all permanent IT jobs located in the South East 12.13% 12.04% 12.32%
Number of salaries quoted 1762 2022 2120
Median salary £47,500 £44,750 £42,500
Median salary % change year-on-year
+6.14% +5.29%
90% offered a salary of more than £29,000 £27,000 £25,500
10% offered a salary of more than £70,000 £65,000 £62,500
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 the South East

The demand trend of job ads across the South East 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 the South East

Data Quality
Salary Trend in the South East

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

Data Quality Salary Trend in the South East

Data Quality
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Data Quality across the South East region over the 3 months to 26 August 2016.

Data Quality Salary Histogram in the South East

Data Quality
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the South East region over the 3 months to 26 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
Berkshire +29 59 £50,000 +2.56% 1
Hampshire +7 15 £55,000 +32.53%
West Sussex - 15 £50,000 - 1
Oxfordshire -9 13 £57,500 +65.34%
East Sussex +2 11 £50,000 - 1
Buckinghamshire +2 10 £33,000 -23.25% 5
Surrey -17 10 £44,000 -4.86% 1
Kent +17 2 £45,000 -18.18%
Data Quality
England

Data Quality
Top 30 Related IT Skills in the South East

For the 6 months to 26 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 South East region with a requirement for Data Quality.

1 98 (35.77%) ETL
2 90 (32.85%) Oracle
3 86 (31.39%) SQL
4 78 (28.47%) Business Intelligence
5 73 (26.64%) Data Warehouse
5 73 (26.64%) Data Management
6 69 (25.18%) Data Governance
7 62 (22.63%) Finance
8 60 (21.90%) SQL Server
9 58 (21.17%) ITIL
10 56 (20.44%) Data Integration
11 54 (19.71%) Agile Software Development
12 49 (17.88%) Master Data Management
13 48 (17.52%) SOA
14 46 (16.79%) Stakeholder Management
14 46 (16.79%) Analytical Skills
15 39 (14.23%) Middleware
16 38 (13.87%) BusinessObjects
17 36 (13.14%) Microsoft
17 36 (13.14%) TOGAF
18 35 (12.77%) Casewise
19 34 (12.41%) Oracle GoldenGate
19 34 (12.41%) Oracle ODI
19 34 (12.41%) Oracle Fusion
20 33 (12.04%) Analytics
20 33 (12.04%) Degree
20 33 (12.04%) Salesforce.com
20 33 (12.04%) Informatica
21 30 (10.95%) Management Information System
22 29 (10.58%) MS Excel

Data Quality
Top Related IT Skills in the South East 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 22 (8.03%) SAS
2 3 (1.09%) SharePoint
3 2 (0.73%) Content Management Server
4 1 (0.36%) Oracle Workflow
Applications
1 29 (10.58%) MS Excel
2 22 (8.03%) MS PowerPoint
3 14 (5.11%) MS Office
4 8 (2.92%) MS Visio
5 1 (0.36%) SPSS
Business Applications
1 9 (3.28%) Oracle EBS
2 5 (1.82%) Dynamics CRM
3 4 (1.46%) SAP MDM
4 2 (0.73%) Cognos Business Intelligence
4 2 (0.73%) SAP CCM
4 2 (0.73%) SystmOne
5 1 (0.36%) CODA-Financials
5 1 (0.36%) Dynamics NAV
5 1 (0.36%) Oracle Applications
5 1 (0.36%) Oracle Financials
5 1 (0.36%) SAP HR
5 1 (0.36%) SAP Payroll
Cloud Services
1 8 (2.92%) Taleo
2 5 (1.82%) Microsoft Azure
2 5 (1.82%) SaaS
3 2 (0.73%) Amazon AWS
Communications & Networking
1 3 (1.09%) Firewall
1 3 (1.09%) LAN
1 3 (1.09%) WAN
2 1 (0.36%) VLAN
Database & Business Intelligence
1 73 (26.64%) Data Warehouse
2 60 (21.90%) SQL Server
3 38 (13.87%) BusinessObjects
4 34 (12.41%) Oracle ODI
5 28 (10.22%) SQL Server Reporting Services
6 27 (9.85%) PowerCenter
7 26 (9.49%) Relational Database
7 26 (9.49%) SQL Server Integration Services
8 23 (8.39%) RDBMS
9 20 (7.30%) SQL Server Analysis Services
10 19 (6.93%) Big Data
11 17 (6.20%) Hadoop
11 17 (6.20%) SQL Server 2008
12 15 (5.47%) QualityStage
12 15 (5.47%) SAP Data Services
13 14 (5.11%) DB2
14 13 (4.74%) QlikView
15 12 (4.38%) GIS
16 11 (4.01%) Base SAS
17 8 (2.92%) BusinessObjects Web Intelligence
Development Applications
1 2 (0.73%) JIRA
1 2 (0.73%) Selenium
1 2 (0.73%) Team Foundation Server
1 2 (0.73%) WebDriver
2 1 (0.36%) ERwin
General
1 62 (22.63%) Finance
2 18 (6.57%) Marketing
3 12 (4.38%) Banking
4 11 (4.01%) Retail
5 10 (3.65%) Automotive
6 8 (2.92%) Pharmaceutical
7 6 (2.19%) Telecoms
8 4 (1.46%) Games
8 4 (1.46%) Russian Language
9 3 (1.09%) Back Office
9 3 (1.09%) Publishing
10 2 (0.73%) Advertising
10 2 (0.73%) Law
10 2 (0.73%) Legal
10 2 (0.73%) Manufacturing
Job Titles
1 68 (24.82%) Analyst
2 50 (18.25%) Data Manager
3 36 (13.14%) Developer
4 35 (12.77%) Data Integration Manager
4 35 (12.77%) Integration Manager
5 31 (11.31%) Consultant
6 25 (9.12%) Data Analyst
7 24 (8.76%) Architect
8 17 (6.20%) Support Specialist
9 16 (5.84%) Data Architect
9 16 (5.84%) ETL Developer
9 16 (5.84%) Salesforce.com Specialist
9 16 (5.84%) SQL Analyst
10 15 (5.47%) Business Intelligence Analyst
10 15 (5.47%) DBA
10 15 (5.47%) SSAS Developer
10 15 (5.47%) SSIS Developer
10 15 (5.47%) SSRS Developer
11 14 (5.11%) Data Consultant
11 14 (5.11%) Governance Manager
Libraries, Frameworks & Software Standards
1 39 (14.23%) Middleware
2 34 (12.41%) Oracle Fusion
2 34 (12.41%) Oracle GoldenGate
3 19 (6.93%) .NET
4 18 (6.57%) Web Services
4 18 (6.57%) XML
5 4 (1.46%) J2SE
6 3 (1.09%) .NET Framework
7 1 (0.36%) HTML
7 1 (0.36%) Spring
Miscellaneous
1 56 (20.44%) Data Integration
2 46 (16.79%) Analytical Skills
3 30 (10.95%) Management Information System
4 18 (6.57%) Computer Science
5 12 (4.38%) Statistics
5 12 (4.38%) Visualisation
6 10 (3.65%) Data Extraction
7 7 (2.55%) Mathematics
8 5 (1.82%) Enterprise Software
8 5 (1.82%) Mobile App
9 4 (1.46%) EFT
9 4 (1.46%) Online Games
9 4 (1.46%) User Experience
10 3 (1.09%) Replication
11 2 (0.73%) Economics
12 1 (0.36%) e-Learning
12 1 (0.36%) Life Science
12 1 (0.36%) NHS
12 1 (0.36%) SCADA
12 1 (0.36%) SCORM
Operating Systems
1 21 (7.66%) Windows
2 13 (4.74%) Windows Server
3 9 (3.28%) Windows Server 2003
4 3 (1.09%) Windows Server 2012
5 2 (0.73%) Unix
6 1 (0.36%) Linux
Processes & Methodologies
1 98 (35.77%) ETL
2 78 (28.47%) Business Intelligence
3 73 (26.64%) Data Management
4 69 (25.18%) Data Governance
5 58 (21.17%) ITIL
6 54 (19.71%) Agile Software Development
7 49 (17.88%) Master Data Management
8 48 (17.52%) SOA
9 46 (16.79%) Stakeholder Management
10 36 (13.14%) TOGAF
11 33 (12.04%) Analytics
12 28 (10.22%) Requirements Analysis
13 27 (9.85%) Information Management
14 26 (9.49%) CRM
15 25 (9.12%) Data Analysis
15 25 (9.12%) User Acceptance Testing
16 23 (8.39%) Release Management
17 22 (8.03%) Data Architecture
17 22 (8.03%) Service Delivery
18 21 (7.66%) Project Management
Programming Languages
1 86 (31.39%) SQL
2 21 (7.66%) C#
3 17 (6.20%) PL/SQL
4 15 (5.47%) T-SQL
5 7 (2.55%) Java
5 7 (2.55%) Python
6 4 (1.46%) R
7 2 (0.73%) JavaScript
7 2 (0.73%) VBA
8 1 (0.36%) C++
8 1 (0.36%) VB
Qualifications
1 33 (12.04%) Degree
2 8 (2.92%) Security Cleared
3 7 (2.55%) CISSP
4 3 (1.09%) MCITP
4 3 (1.09%) MCSA
4 3 (1.09%) MCTS
4 3 (1.09%) Microsoft Certification
Quality Assurance & Compliance
1 14 (5.11%) QA
2 13 (4.74%) ISO/IEC 27001
3 12 (4.38%) SLA
4 7 (2.55%) PCI DSS
5 1 (0.36%) COBIT
5 1 (0.36%) Sarbanes-Oxley
System Software
1 12 (4.38%) Active Directory
2 3 (1.09%) vSphere
Systems Management
1 3 (1.09%) Microsoft Intune
1 3 (1.09%) SCCM
1 3 (1.09%) SCOM
1 3 (1.09%) SCVMM
Vendors
1 90 (32.85%) Oracle
2 36 (13.14%) Microsoft
3 35 (12.77%) Casewise
4 33 (12.04%) Informatica
4 33 (12.04%) Salesforce.com
5 27 (9.85%) SAP
6 26 (9.49%) IBM
7 15 (5.47%) Trillium
8 11 (4.01%) Tableau
9 8 (2.92%) Cognos
10 6 (2.19%) Alteryx
11 5 (1.82%) Netezza
12 3 (1.09%) MicroStrategy
13 2 (0.73%) DataFlux
13 2 (0.73%) RedGate
14 1 (0.36%) Demandware
14 1 (0.36%) Pega
14 1 (0.36%) RedPrairie
14 1 (0.36%) TARGIT
14 1 (0.36%) Teradata
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