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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Quality
England / South East
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 305 296 332
Rank change year-on-year -9 +36  
Permanent jobs citing Data Quality 87 152 143
As % of all permanent IT jobs advertised in the South East 0.59% 0.83% 0.67%
As % of the Quality Assurance & Compliance category 5.13% 5.98% 5.00%
Number of salaries quoted 72 117 95
Median salary £50,000 £50,000 £43,000
Median salary % change year-on-year - +16.27%  
90% offered a salary of more than £24,500 £33,000 £22,800
10% offered a salary of more than £83,900 £67,500 £77,500
UK excluding London median salary £42,500 £45,000 £42,500
% change year-on-year -5.55% +5.88%  

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 1696 2542 2861
As % of all permanent IT job vacancies advertised in the South East 11.55% 13.83% 13.42%
Number of salaries quoted 1350 2023 2271
Median salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.55%  
90% offered a salary of more than £27,500 £28,000 £25,000
10% offered a salary of more than £67,500 £65,000 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

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 23 June 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 23 June 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
Buckinghamshire +13 17 £74,000 +124.24% 9
Hampshire -4 14 £24,500 -55.45% 1
Berkshire -19 14 £55,000 -
Surrey +28 13 £55,000 +26.43% 4
West Sussex +8 13 £61,250 +22.50% 3
Oxfordshire +21 8 £31,071 -55.61%
Kent +7 5 £40,000 -11.11%
Sussex - 2 £57,500 -
Middlesex - 1 £66,000 -
Data Quality
England

For the 6 months to 23 June 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 87 (44.85%) SQL
2 75 (38.66%) Business Intelligence
3 74 (38.14%) Data Warehouse
4 68 (35.05%) ETL
5 66 (34.02%) Data Modelling
5 66 (34.02%) Analytics
6 53 (27.32%) Analytical Skills
7 49 (25.26%) SQL Server
8 43 (22.16%) Data Management
9 42 (21.65%) Finance
10 39 (20.10%) T-SQL
11 38 (19.59%) SAP
11 38 (19.59%) BusinessObjects
12 37 (19.07%) Data Governance
13 36 (18.56%) Microsoft Excel
13 36 (18.56%) Degree
14 32 (16.49%) Stakeholder Management
15 31 (15.98%) Relational Database
16 30 (15.46%) Hadoop
16 30 (15.46%) Oracle
17 27 (13.92%) Data Architecture
18 26 (13.40%) SQL Server Reporting Services
19 25 (12.89%) OLAP
20 24 (12.37%) Big Data
21 23 (11.86%) Microsoft
22 22 (11.34%) SQL Server Integration Services
23 21 (10.82%) Data Integration
24 20 (10.31%) NoSQL
24 20 (10.31%) SDLC
24 20 (10.31%) Power BI

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 14 (7.22%) SAS
2 6 (3.09%) Apache Spark
3 3 (1.55%) Apache Pig
3 3 (1.55%) SharePoint
4 1 (0.52%) BizTalk Server
4 1 (0.52%) SharePoint 2013
4 1 (0.52%) SharePoint Server
Applications
1 36 (18.56%) Microsoft Excel
2 14 (7.22%) Microsoft Office
3 4 (2.06%) Spreadsheet
4 3 (1.55%) Microsoft PowerPoint
5 1 (0.52%) MS Visio
5 1 (0.52%) SPSS
Business Applications
1 8 (4.12%) SAP CO
1 8 (4.12%) SAP FI
1 8 (4.12%) SAP FI/CO
1 8 (4.12%) SAP FSCM
1 8 (4.12%) SAP MM
1 8 (4.12%) SAP PS
1 8 (4.12%) SAP SD
2 3 (1.55%) FastStats
2 3 (1.55%) SAP Oil and Gas
3 2 (1.03%) Dynamics CRM
3 2 (1.03%) SAP PM
4 1 (0.52%) Dynamics NAV
4 1 (0.52%) Salesforce.com CRM
4 1 (0.52%) SAP CRM
4 1 (0.52%) SAP ERP
Cloud Services
1 4 (2.06%) Microsoft Azure
2 2 (1.03%) SaaS
Communications & Networking
1 5 (2.58%) MVNO
Database & Business Intelligence
1 74 (38.14%) Data Warehouse
2 49 (25.26%) SQL Server
3 38 (19.59%) BusinessObjects
4 31 (15.98%) Relational Database
5 30 (15.46%) Hadoop
6 26 (13.40%) SQL Server Reporting Services
7 25 (12.89%) OLAP
8 24 (12.37%) Big Data
9 22 (11.34%) SQL Server Integration Services
10 20 (10.31%) NoSQL
10 20 (10.31%) Power BI
11 19 (9.79%) SQL Server Analysis Services
12 18 (9.28%) Apache Hive
13 16 (8.25%) Data Mining
14 12 (6.19%) SAP Data Services
14 12 (6.19%) SQL Server 2008
15 9 (4.64%) Data Lake
15 9 (4.64%) SAP BW
16 8 (4.12%) Oracle BI EE
17 7 (3.61%) SAP HANA
Development Applications
1 9 (4.64%) Team Foundation Server
2 6 (3.09%) JIRA
3 3 (1.55%) JUnit
4 2 (1.03%) Visual Studio
5 1 (0.52%) ERwin
5 1 (0.52%) Git (software)
5 1 (0.52%) git-flow
5 1 (0.52%) PowerDesigner
5 1 (0.52%) Rational Rose
5 1 (0.52%) Talend Open Studio
General
1 42 (21.65%) Finance
2 17 (8.76%) Marketing
3 16 (8.25%) Retail
4 9 (4.64%) Telecoms
5 6 (3.09%) Electronics
5 6 (3.09%) German Language
5 6 (3.09%) Italian Language
5 6 (3.09%) Legal
5 6 (3.09%) Spanish Language
6 5 (2.58%) Dutch Language
6 5 (2.58%) French Language
7 3 (1.55%) Manufacturing
7 3 (1.55%) Publishing
8 2 (1.03%) Automotive
8 2 (1.03%) Banking
9 1 (0.52%) Portuguese Language
Job Titles
1 65 (33.51%) Analyst
2 34 (17.53%) Data Analyst
3 32 (16.49%) Developer
4 22 (11.34%) Architect
4 22 (11.34%) Data Architect
5 16 (8.25%) Business Intelligence Analyst
6 15 (7.73%) Data Manager
7 13 (6.70%) Lead Architect
7 13 (6.70%) Lead Data Architect
7 13 (6.70%) SQL Developer
8 11 (5.67%) Governance Manager
8 11 (5.67%) SAP Analyst
8 11 (5.67%) SQL Analyst
9 10 (5.15%) Data Governance Analyst
9 10 (5.15%) Data Governance Manager
9 10 (5.15%) Data Quality Analyst
9 10 (5.15%) Quality Analyst
10 8 (4.12%) Data Engineer
10 8 (4.12%) Report Developer
10 8 (4.12%) SAP Data Analyst
Libraries, Frameworks & Software Standards
1 11 (5.67%) .NET
2 4 (2.06%) XML
3 3 (1.55%) MDX
4 2 (1.03%) .NET Framework
4 2 (1.03%) ASP.NET
4 2 (1.03%) CSS
4 2 (1.03%) HTML
4 2 (1.03%) jQuery
5 1 (0.52%) BAPI
5 1 (0.52%) IDoc
5 1 (0.52%) Web Services
Miscellaneous
1 53 (27.32%) Analytical Skills
2 14 (7.22%) Data Structures
3 13 (6.70%) Computer Science
4 8 (4.12%) Management Information System
5 7 (3.61%) User Experience
6 4 (2.06%) Enterprise Software
6 4 (2.06%) Linux Command Line
7 3 (1.55%) NHS
7 3 (1.55%) PMI
7 3 (1.55%) Virtual Team
8 2 (1.03%) Credit Risk
8 2 (1.03%) Data Protection Act
8 2 (1.03%) Driving Licence
8 2 (1.03%) Greenfield Project
8 2 (1.03%) Life Science
8 2 (1.03%) Smartphone
9 1 (0.52%) Fintech
9 1 (0.52%) Reference Data
9 1 (0.52%) Replication
9 1 (0.52%) Taxonomies
Operating Systems
1 9 (4.64%) Unix
2 7 (3.61%) Windows
3 4 (2.06%) Windows Server
4 2 (1.03%) Linux
Processes & Methodologies
1 75 (38.66%) Business Intelligence
2 68 (35.05%) ETL
3 66 (34.02%) Analytics
3 66 (34.02%) Data Modelling
4 43 (22.16%) Data Management
5 37 (19.07%) Data Governance
6 32 (16.49%) Stakeholder Management
7 27 (13.92%) Data Architecture
8 21 (10.82%) Data Integration
9 20 (10.31%) Data Analysis
9 20 (10.31%) SDLC
10 19 (9.79%) CRM
10 19 (9.79%) Data Cleansing
11 18 (9.28%) Business Analytics
11 18 (9.28%) Visualisation
12 15 (7.73%) Agile Software Development
12 15 (7.73%) Migration
13 14 (7.22%) Disaster Recovery
13 14 (7.22%) Master Data Management
13 14 (7.22%) Validation
Programming Languages
1 87 (44.85%) SQL
2 39 (20.10%) T-SQL
3 14 (7.22%) Python
4 12 (6.19%) PL/SQL
5 11 (5.67%) R
6 10 (5.15%) VBA
7 7 (3.61%) ABAP
8 6 (3.09%) Shell Script
9 5 (2.58%) Perl
10 4 (2.06%) C#
10 4 (2.06%) PowerShell
11 3 (1.55%) Java
12 2 (1.03%) C
12 2 (1.03%) Data Analysis Expressions (DAX)
12 2 (1.03%) JavaScript
13 1 (0.52%) MATLAB
13 1 (0.52%) VB
13 1 (0.52%) VB.NET
Qualifications
1 36 (18.56%) Degree
2 12 (6.19%) Computer Science Degree
3 8 (4.12%) Security Cleared
4 7 (3.61%) SC Cleared
5 3 (1.55%) CISA
5 3 (1.55%) Master's Degree
5 3 (1.55%) Numerate Degree
5 3 (1.55%) PMI Certification
6 2 (1.03%) HNC
7 1 (0.52%) ISEB
7 1 (0.52%) ITIL Foundation Certificate
7 1 (0.52%) MCSE
7 1 (0.52%) Microsoft Certification
Quality Assurance & Compliance
1 12 (6.19%) QA
2 3 (1.55%) Sarbanes-Oxley
3 2 (1.03%) SLA
4 1 (0.52%) GDPR
4 1 (0.52%) ISO/IEC 27001
4 1 (0.52%) Solvency II
Systems Management
1 3 (1.55%) Oozie
2 1 (0.52%) SCCM
Vendors
1 38 (19.59%) SAP
2 30 (15.46%) Oracle
3 23 (11.86%) Microsoft
4 17 (8.76%) Tableau
5 11 (5.67%) Teradata
6 10 (5.15%) Cognos
7 9 (4.64%) Informatica
8 8 (4.12%) Salesforce.com
9 6 (3.09%) ServiceNow
10 5 (2.58%) Hyperion
11 4 (2.06%) Ab Initio
12 2 (1.03%) Cognizant
12 2 (1.03%) IBM
12 2 (1.03%) MicroStrategy
12 2 (1.03%) Netezza
12 2 (1.03%) RedGate
12 2 (1.03%) Trillium
12 2 (1.03%) webMethods
13 1 (0.52%) F5
13 1 (0.52%) Talend
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £30,330 to £39,852 per annum
Posted: 9 hours ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £32,893 to £44,289 per annum
Posted: 9 hours ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £31,000 to £40,000 per annum
Posted: 9 hours ago
Milton Keynes, Buckinghamshire
Eurostaff Group Limited
Posted: 20 hours ago
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £22000 - £28000 per annum
Posted: Yesterday
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £28000 - £38000 per annum
Posted: Yesterday
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £25,000 to £35,000 per annum
Posted: Yesterday
Hook
Interquest - Korus Group - Brighton
Salary: £40000 - £50000 per annum + 10% Bonus and Excellent Benefits
Posted: 4 days ago
East Grinstead, West Sussex
Keystream Resources Limited
Salary: £40,000 per annum + Benefits
Posted: Yesterday
Surrey
Clearwater People Solutions Ltd
Posted: 9 days ago
Milton Keynes
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £50000.00 per annum
Posted: 21 days ago
Milton Keynes
Mint
Posted: 22 days ago
East Grinstead, West Sussex
Ballard Chalmers Limited
Salary: From £60,000 to £70,000 per annum DOE + Bonuses
Posted: 15 days ago
West Sussex
People Source Consulting
Salary: £55000 - £60000 per annum + pension, health care, 15% bonus
Posted: 15 days ago
Sutton, Surrey
Reed Business Information Ltd
Salary: From £60,000 to £70,000 per annum
Posted: 23 days ago