The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Data Quality skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Quality over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Data Quality
England / South East
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 293 309 340
Rank change year-on-year +16 +31  
Permanent jobs citing Data Quality 100 146 122
As % of all permanent IT jobs advertised in the South East 0.67% 0.74% 0.58%
As % of the Quality Assurance & Compliance category 5.61% 5.12% 4.58%
Number of salaries quoted 74 117 93
Median salary £48,500 £42,500 £60,000
Median salary % change year-on-year +14.11% -29.16%  
90% offered a salary of more than £29,767 £32,500 £22,800
10% offered a salary of more than £75,500 £78,500 £92,500
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year -5.55% -  

Data Quality is in the quality assurance and compliance skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills
South East
Permanent job vacancies with a requirement for quality assurance and compliance skills 1781 2852 2666
As % of all permanent IT job vacancies advertised in the South East 11.89% 14.54% 12.78%
Number of salaries quoted 1404 2335 2088
Median salary £42,500 £46,000 £45,000
Median salary % change year-on-year -7.60% +2.22%  
90% offered a salary of more than £27,500 £26,500 £26,500
10% offered a salary of more than £65,000 £70,000 £70,000
UK excluding London median salary £42,500 £44,000 £42,500
% change year-on-year -3.40% +3.52%  

Data Quality
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East citing Data Quality as a proportion of all permanent or contract IT jobs with a match in the Quality Assurance & Compliance category.

Job vacancy trend for Data Quality 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 in the South East.

Salary trend for Data Quality in the South East

Data Quality
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Quality in the South East over the 3 months to 30 March 2017.

Salary histogram for Data Quality 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 30 March 2017. 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 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 -2 31 £54,000 +27.05% 5
Hampshire +34 18 £40,000 - 1
Buckinghamshire +19 17 £56,000 +60.00% 1
Surrey +40 14 £62,500 +4.60% 2
West Sussex +10 11 £40,000 -44.82% 1
Oxfordshire +2 5 £31,500 -
East Sussex 0 4 £65,000 +30.00% 2
Kent - 1 £35,000 -
Data Quality
England

For the 6 months to 30 March 2017, 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 92 (45.54%) SQL
2 74 (36.63%) Business Intelligence
3 63 (31.19%) Analytics
4 61 (30.20%) Data Modelling
5 60 (29.70%) Data Warehouse
6 57 (28.22%) ETL
7 54 (26.73%) SQL Server
7 54 (26.73%) Finance
8 48 (23.76%) Data Management
9 47 (23.27%) Analytical Skills
10 43 (21.29%) Oracle
11 42 (20.79%) Data Governance
12 41 (20.30%) BusinessObjects
13 40 (19.80%) Degree
14 38 (18.81%) T-SQL
15 32 (15.84%) Stakeholder Management
15 32 (15.84%) Hadoop
16 31 (15.35%) Big Data
17 28 (13.86%) SAP
17 28 (13.86%) SQL Server Reporting Services
18 27 (13.37%) Agile Software Development
19 26 (12.87%) Master Data Management
19 26 (12.87%) Relational Database
20 25 (12.38%) Retail
21 24 (11.88%) Data Integration
21 24 (11.88%) Power BI
22 23 (11.39%) NoSQL
22 23 (11.39%) Data Analysis
23 22 (10.89%) CRM
24 21 (10.40%) Data Architecture

Data Quality
Co-occurring 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 19 (9.41%) SAS
2 9 (4.46%) GlassFish
2 9 (4.46%) JBoss
2 9 (4.46%) Oracle SOA Suite
2 9 (4.46%) Tomcat
2 9 (4.46%) WebLogic
3 6 (2.97%) Apache Pig
3 6 (2.97%) Apache Spark
4 3 (1.49%) Jupyter
Applications
1 16 (7.92%) MS Excel
2 8 (3.96%) MS Office
3 4 (1.98%) MS PowerPoint
4 3 (1.49%) Spreadsheet
5 1 (0.50%) MS Visio
5 1 (0.50%) SPSS
Business Applications
1 7 (3.47%) FastStats
2 3 (1.49%) SAP CO
2 3 (1.49%) SAP FI
2 3 (1.49%) SAP FI/CO
2 3 (1.49%) SAP FSCM
2 3 (1.49%) SAP MM
2 3 (1.49%) SAP PS
2 3 (1.49%) SAP SD
3 2 (0.99%) Oracle Applications
3 2 (0.99%) Oracle EBS R12
3 2 (0.99%) Oracle Financials
4 1 (0.50%) Dynamics NAV
4 1 (0.50%) HFM
4 1 (0.50%) Hyperion Enterprise
4 1 (0.50%) Hyperion Planning
4 1 (0.50%) SAP CRM
Cloud Services
1 3 (1.49%) Amazon AWS
1 3 (1.49%) Google Analytics
1 3 (1.49%) SaaS
1 3 (1.49%) SuccessFactors
2 1 (0.50%) Microsoft Azure
Communications & Networking
1 7 (3.47%) MVNO
Database & Business Intelligence
1 60 (29.70%) Data Warehouse
2 54 (26.73%) SQL Server
3 41 (20.30%) BusinessObjects
4 32 (15.84%) Hadoop
5 31 (15.35%) Big Data
6 28 (13.86%) SQL Server Reporting Services
7 26 (12.87%) Relational Database
8 24 (11.88%) Power BI
9 23 (11.39%) NoSQL
10 21 (10.40%) OLAP
11 20 (9.90%) SQL Server Analysis Services
11 20 (9.90%) SQL Server Integration Services
12 14 (6.93%) Apache Hive
13 13 (6.44%) OLTP
13 13 (6.44%) Oracle OLAP
13 13 (6.44%) SQL Server 2008
14 11 (5.45%) Data Mining
14 11 (5.45%) MySQL
15 10 (4.95%) Enterprise Data Warehouse
16 9 (4.46%) QlikView
Development Applications
1 12 (5.94%) Team Foundation Server
2 10 (4.95%) Talend Open Studio
3 9 (4.46%) JIRA
4 5 (2.48%) Git (software)
4 5 (2.48%) git-flow
5 3 (1.49%) JUnit
6 2 (0.99%) Visual Studio
General
1 54 (26.73%) Finance
2 25 (12.38%) Retail
3 17 (8.42%) Marketing
4 9 (4.46%) Legal
5 8 (3.96%) Telecoms
6 5 (2.48%) Banking
7 4 (1.98%) Dutch Language
7 4 (1.98%) French Language
7 4 (1.98%) German Language
7 4 (1.98%) Italian Language
7 4 (1.98%) Spanish Language
8 3 (1.49%) Corporate Banking
8 3 (1.49%) Electronics
8 3 (1.49%) Publishing
9 2 (0.99%) Advertising
9 2 (0.99%) Automotive
9 2 (0.99%) Law
10 1 (0.50%) Financial Institution
Job Titles
1 79 (39.11%) Analyst
2 41 (20.30%) Data Analyst
3 26 (12.87%) Business Intelligence Analyst
4 25 (12.38%) Architect
4 25 (12.38%) Developer
5 24 (11.88%) Data Architect
6 22 (10.89%) SQL Analyst
7 17 (8.42%) Data Manager
7 17 (8.42%) Data Quality Analyst
7 17 (8.42%) SQL Data Analyst
8 15 (7.43%) Consultant
9 14 (6.93%) Quality Analyst
10 12 (5.94%) Support Analyst
11 11 (5.45%) Governance Manager
11 11 (5.45%) Report Analyst
12 10 (4.95%) Data Consultant
12 10 (4.95%) Data Governance Analyst
12 10 (4.95%) Data Governance Manager
12 10 (4.95%) SAP BusinessObjects (BO) Analyst
13 9 (4.46%) Lead Architect
Libraries, Frameworks & Software Standards
1 17 (8.42%) XML
2 11 (5.45%) Web Services
3 9 (4.46%) .NET
3 9 (4.46%) Java EE
4 2 (0.99%) .NET Framework
4 2 (0.99%) ASP.NET
4 2 (0.99%) CSS
4 2 (0.99%) HTML
4 2 (0.99%) jQuery
5 1 (0.50%) Mason
5 1 (0.50%) MDX
Miscellaneous
1 47 (23.27%) Analytical Skills
2 14 (6.93%) Data Structures
3 12 (5.94%) Computer Science
4 10 (4.95%) Management Information System
5 7 (3.47%) User Experience
6 5 (2.48%) Enterprise Software
6 5 (2.48%) NHS
7 3 (1.49%) Linux Command Line
7 3 (1.49%) PMI
7 3 (1.49%) Smartphone
7 3 (1.49%) Virtual Team
8 2 (0.99%) Credit Risk
8 2 (0.99%) Data Protection Act
8 2 (0.99%) FMCG
8 2 (0.99%) Life Science
8 2 (0.99%) Reference Data
9 1 (0.50%) Fintech
9 1 (0.50%) Semantic Web
Operating Systems
1 9 (4.46%) Unix
1 9 (4.46%) Windows
2 2 (0.99%) Windows Server
Processes & Methodologies
1 74 (36.63%) Business Intelligence
2 63 (31.19%) Analytics
3 61 (30.20%) Data Modelling
4 57 (28.22%) ETL
5 48 (23.76%) Data Management
6 42 (20.79%) Data Governance
7 32 (15.84%) Stakeholder Management
8 27 (13.37%) Agile Software Development
9 26 (12.87%) Master Data Management
10 24 (11.88%) Data Integration
11 23 (11.39%) Data Analysis
12 22 (10.89%) CRM
13 21 (10.40%) Data Architecture
13 21 (10.40%) Migration
14 19 (9.41%) Data Cleansing
15 16 (7.92%) Data Migration
16 14 (6.93%) Data Protection
17 13 (6.44%) Business Analysis
17 13 (6.44%) Data Mapping
17 13 (6.44%) SDLC
Programming Languages
1 92 (45.54%) SQL
2 38 (18.81%) T-SQL
3 18 (8.91%) Python
4 14 (6.93%) Java
5 13 (6.44%) PL/SQL
6 10 (4.95%) R
6 10 (4.95%) VBA
7 8 (3.96%) C#
8 7 (3.47%) PowerShell
9 6 (2.97%) Shell Script
10 5 (2.48%) ABAP
11 4 (1.98%) Data Analysis Expressions (DAX)
12 3 (1.49%) Perl
13 2 (0.99%) JavaScript
14 1 (0.50%) MATLAB
Qualifications
1 40 (19.80%) Degree
2 4 (1.98%) SC Cleared
2 4 (1.98%) Security Cleared
3 3 (1.49%) CISA
3 3 (1.49%) PMI Certification
4 1 (0.50%) MCSE
4 1 (0.50%) Microsoft Certification
Quality Assurance & Compliance
1 14 (6.93%) SLA
2 8 (3.96%) ISO/IEC 27001
3 5 (2.48%) QA
4 3 (1.49%) GDPR
4 3 (1.49%) Sarbanes-Oxley
5 2 (0.99%) PMO
6 1 (0.50%) Solvency II
Systems Management
1 3 (1.49%) Oozie
2 2 (0.99%) HP Quality Center
3 1 (0.50%) SCCM
Vendors
1 43 (21.29%) Oracle
2 28 (13.86%) SAP
3 19 (9.41%) Microsoft
3 19 (9.41%) Salesforce.com
4 17 (8.42%) Cognos
5 13 (6.44%) Teradata
6 12 (5.94%) Informatica
7 11 (5.45%) Tableau
8 10 (4.95%) Talend
9 4 (1.98%) Ab Initio
9 4 (1.98%) RedGate
10 3 (1.49%) Google
10 3 (1.49%) IBM
10 3 (1.49%) Netezza
11 2 (0.99%) Cognizant
11 2 (0.99%) HP
11 2 (0.99%) TIBCO
11 2 (0.99%) webMethods
12 1 (0.50%) Epicor
12 1 (0.50%) Hyperion
Brighton
Think IT Recruitment Limted
Salary: £55000.00 - £65000.00 per annum + benefits
Posted: Yesterday
Reigate, Surrey
Client Server
Salary: £50k to £55k + benefits
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Uniting Ambition
Salary: £80k - 100k per year
Posted: 2 days ago
South East
Experis Ltd
Salary: £45000.00 per annum + Bonus & Benefits
Posted: 3 days ago
Winchester
Spectrum IT
Salary: £26000 - £35000 per annum
Posted: 8 days ago
Reigate
Client Server
Salary: £50000 - £55000 per annum + benefits
Posted: 10 days ago
Maidenhead, Berkshire
Lexis Nexis Risk Solutions
Salary: From £25,000 to £35,000 per annum depending on experience
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Maidenhead, Berkshire
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Salary: Up to £35,000 per annum plus generous package
Posted: 21 days ago