Period
to 21 November 2017

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 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
England > South East
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 332 353 355
Rank change year-on-year +21 +2 +47
Permanent jobs citing Data Quality 229 247 346
As % of all permanent IT jobs advertised in the South East 0.74% 0.71% 0.81%
As % of the Quality Assurance & Compliance category 5.99% 5.57% 6.42%
Number of salaries quoted 194 197 268
South East median annual salary £52,000 £50,000 £47,500
Median salary % change year-on-year +4.00% +5.26% -0.52%
10th Percentile £29,185 £29,250 £31,250
90th Percentile £74,700 £76,000 £81,250
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -1.96%

Data Quality is in the Quality Assurance and Compliance category. The following 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 or compliance skills.

All Quality Assurance and Compliance Skills
South East
Permanent vacancies with a requirement for quality assurance or compliance skills 3826 4438 5389
As % of all permanent IT jobs advertised in the South East 12.42% 12.69% 12.66%
Number of salaries quoted 3070 3529 4360
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £26,250 £26,250 £25,000
90th Percentile £72,500 £70,000 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Quality
Job Vacancy Trend in the South East

Job postings citing Data Quality as a percentage of all IT jobs advertised in the South East.

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 6 months to 21 November 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 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Thames Valley +14 100 £52,000 +4.00% 5
Berkshire +1 56 £52,000 -5.45%
Surrey +11 40 £55,000 +18.28% 1
Buckinghamshire +28 37 £47,500 +43.94% 1
Hampshire +25 37 £31,500 -3.08% 2
East Sussex +11 23 £50,000 - 1
West Sussex -17 13 £65,000 +30.00%
Sussex -3 7 £57,500 -4.17%
Oxfordshire -4 7 £72,500 +26.09% 4
Kent +24 6 £50,000 +11.11% 2
Middlesex - 2 £60,500 -
Data Quality
England

For the 6 months to 21 November 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.

1 109 (47.60%) SQL
2 105 (45.85%) ETL
3 97 (42.36%) Business Intelligence
4 79 (34.50%) Data Warehouse
5 65 (28.38%) Data Management
6 62 (27.07%) Data Modelling
7 58 (25.33%) Data Governance
8 57 (24.89%) Microsoft
9 52 (22.71%) Analytical Skills
10 50 (21.83%) Data Integration
10 50 (21.83%) SQL Server
11 49 (21.40%) Oracle
11 49 (21.40%) Data Analysis
12 48 (20.96%) Analytics
13 46 (20.09%) Microsoft Excel
14 39 (17.03%) Finance
15 38 (16.59%) BusinessObjects
15 38 (16.59%) SAP
16 37 (16.16%) Big Data
17 36 (15.72%) Agile Software Development
18 34 (14.85%) Migration
19 33 (14.41%) Stakeholder Management
19 33 (14.41%) Tableau
20 31 (13.54%) Data Migration
21 30 (13.10%) NoSQL
21 30 (13.10%) SQL Server Integration Services
22 29 (12.66%) SQL Server Reporting Services
22 29 (12.66%) Data Architecture
23 28 (12.23%) Microsoft Office
24 27 (11.79%) Data Cleansing

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 15 (6.55%) SAS
2 8 (3.49%) SharePoint
3 7 (3.06%) BizTalk Server
3 7 (3.06%) SharePoint Server
4 6 (2.62%) Apache Pig
4 6 (2.62%) Apache Spark
5 3 (1.31%) Confluence
6 1 (0.44%) ArcGIS
6 1 (0.44%) Drupal
6 1 (0.44%) SharePoint 2013
Applications
1 46 (20.09%) Microsoft Excel
2 28 (12.23%) Microsoft Office
3 21 (9.17%) Microsoft PowerPoint
4 2 (0.87%) Spreadsheet
5 1 (0.44%) AutoCAD
Business Applications
1 3 (1.31%) Salesforce.com CRM
2 2 (0.87%) NetSuite
2 2 (0.87%) SAP ERP
2 2 (0.87%) SAP PM
2 2 (0.87%) Unica
3 1 (0.44%) Eloqua
3 1 (0.44%) Sprinklr
3 1 (0.44%) WebTrends
Cloud Services
1 13 (5.68%) Amazon AWS
2 7 (3.06%) Microsoft Azure
3 4 (1.75%) Amazon EMR
4 3 (1.31%) GitHub
5 1 (0.44%) Adobe Analytics
5 1 (0.44%) Cloud Computing
5 1 (0.44%) IaaS
5 1 (0.44%) Office 365
Communications & Networking
1 5 (2.18%) NAS
1 5 (2.18%) SAN
2 2 (0.87%) SMS
Database & Business Intelligence
1 79 (34.50%) Data Warehouse
2 50 (21.83%) SQL Server
3 38 (16.59%) BusinessObjects
4 37 (16.16%) Big Data
5 30 (13.10%) NoSQL
5 30 (13.10%) SQL Server Integration Services
6 29 (12.66%) SQL Server Reporting Services
7 26 (11.35%) Hadoop
7 26 (11.35%) SQL Server Analysis Services
8 24 (10.48%) BODI
9 23 (10.04%) Relational Database
10 20 (8.73%) OLAP
11 16 (6.99%) SQL Server 2016
12 15 (6.55%) Oracle BI EE
13 14 (6.11%) SAP HANA
14 13 (5.68%) Apache Hive
15 12 (5.24%) BusinessObjects Business Intelligence
15 12 (5.24%) Data Mining
15 12 (5.24%) SAP Data Services
16 11 (4.80%) Power BI
Development Applications
1 16 (6.99%) JIRA
2 6 (2.62%) Talend Open Studio
3 4 (1.75%) Team Foundation Server
4 3 (1.31%) Bitbucket
5 2 (0.87%) Visual Studio
6 1 (0.44%) ERwin
6 1 (0.44%) Git (software)
6 1 (0.44%) Oracle Forms
6 1 (0.44%) PowerDesigner
6 1 (0.44%) Rational Rose
6 1 (0.44%) Subversion
General
1 39 (17.03%) Finance
2 26 (11.35%) Telecoms
3 24 (10.48%) Marketing
4 14 (6.11%) Banking
5 8 (3.49%) Electronics
6 7 (3.06%) Manufacturing
7 6 (2.62%) German Language
7 6 (2.62%) Italian Language
7 6 (2.62%) Spanish Language
8 5 (2.18%) Retail
9 4 (1.75%) Dutch Language
9 4 (1.75%) French Language
10 3 (1.31%) Advertising
11 2 (0.87%) Portuguese Language
11 2 (0.87%) Retail Banking
12 1 (0.44%) Corporate Banking
12 1 (0.44%) Financial Institution
12 1 (0.44%) Games
12 1 (0.44%) Law
12 1 (0.44%) Legal
Job Titles
1 78 (34.06%) Developer
2 60 (26.20%) Analyst
3 47 (20.52%) Data Analyst
4 27 (11.79%) SQL Developer
5 24 (10.48%) Data Manager
6 23 (10.04%) Business Intelligence Developer
7 16 (6.99%) Data Governance Analyst
7 16 (6.99%) Data Governance Manager
7 16 (6.99%) Governance Manager
8 15 (6.55%) Consultant
8 15 (6.55%) Oracle Developer
9 14 (6.11%) Architect
9 14 (6.11%) Data Architect
10 13 (5.68%) Data Consultant
10 13 (5.68%) PL/SQL Developer
10 13 (5.68%) SAP Developer
10 13 (5.68%) SQL Analyst
10 13 (5.68%) SQL Data Analyst
11 12 (5.24%) Business Developer
11 12 (5.24%) Senior Developer
Libraries, Frameworks & Software Standards
1 10 (4.37%) .NET
2 6 (2.62%) MDX
3 5 (2.18%) Oracle GoldenGate
4 4 (1.75%) XML
5 2 (0.87%) Web Services
6 1 (0.44%) AngularJS
6 1 (0.44%) BAPI
6 1 (0.44%) Flask
6 1 (0.44%) HTML
6 1 (0.44%) IDoc
6 1 (0.44%) Java EE
6 1 (0.44%) Play Framework
6 1 (0.44%) Spring
6 1 (0.44%) Spring Boot
Miscellaneous
1 52 (22.71%) Analytical Skills
2 24 (10.48%) Data Structures
2 24 (10.48%) Management Information System
3 10 (4.37%) Computer Science
4 8 (3.49%) Clustering
5 6 (2.62%) Replication
6 2 (0.87%) Driving Licence
6 2 (0.87%) Greenfield Project
6 2 (0.87%) Linux Command Line
6 2 (0.87%) Reference Data
7 1 (0.44%) Algorithms
7 1 (0.44%) Data Protection Act
7 1 (0.44%) Enterprise Software
7 1 (0.44%) Fintech
7 1 (0.44%) Freedom of Information
7 1 (0.44%) Microsoft Licensing
7 1 (0.44%) Mobile App
7 1 (0.44%) Private Cloud
7 1 (0.44%) Social Media
7 1 (0.44%) Virtual Team
Operating Systems
1 13 (5.68%) Windows
2 5 (2.18%) Unix
3 2 (0.87%) Linux
3 2 (0.87%) Windows Server
4 1 (0.44%) Windows 10
Processes & Methodologies
1 105 (45.85%) ETL
2 97 (42.36%) Business Intelligence
3 65 (28.38%) Data Management
4 62 (27.07%) Data Modelling
5 58 (25.33%) Data Governance
6 50 (21.83%) Data Integration
7 49 (21.40%) Data Analysis
8 48 (20.96%) Analytics
9 36 (15.72%) Agile Software Development
10 34 (14.85%) Migration
11 33 (14.41%) Stakeholder Management
12 31 (13.54%) Data Migration
13 29 (12.66%) Data Architecture
14 27 (11.79%) Data Cleansing
15 26 (11.35%) Business Analytics
16 25 (10.92%) Logical Data Model
17 24 (10.48%) Information Management
18 23 (10.04%) CRM
19 21 (9.17%) Master Data Management
20 18 (7.86%) Performance Tuning
Programming Languages
1 109 (47.60%) SQL
2 18 (7.86%) PL/SQL
3 13 (5.68%) Python
3 13 (5.68%) T-SQL
4 11 (4.80%) VBA
5 5 (2.18%) R
6 4 (1.75%) JavaScript
7 3 (1.31%) C
7 3 (1.31%) C#
7 3 (1.31%) Java
7 3 (1.31%) Perl
8 2 (0.87%) Shell Script
8 2 (0.87%) VB
8 2 (0.87%) XAML
9 1 (0.44%) ABAP
9 1 (0.44%) Bash Shell
9 1 (0.44%) PHP
9 1 (0.44%) VB.NET
Qualifications
1 25 (10.92%) Degree
2 17 (7.42%) Security Cleared
3 8 (3.49%) MCDBA
3 8 (3.49%) MCSA
3 8 (3.49%) Microsoft Certification
4 6 (2.62%) Computer Science Degree
5 5 (2.18%) SC Cleared
6 4 (1.75%) MBA
7 2 (0.87%) HNC
8 1 (0.44%) CFA
8 1 (0.44%) ISEB
8 1 (0.44%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 8 (3.49%) QA
2 5 (2.18%) GDPR
3 3 (1.31%) SLA
3 3 (1.31%) Solvency II
4 1 (0.44%) Actionable Recommendations
4 1 (0.44%) PMO
System Software
1 5 (2.18%) Firmware
2 4 (1.75%) Apache Flume
2 4 (1.75%) HDFS
3 1 (0.44%) Active Directory
Systems Management
1 8 (3.49%) Microsoft Clustering
2 6 (2.62%) SCCM
2 6 (2.62%) SCOM
3 5 (2.18%) Oozie
4 4 (1.75%) Nagios
Vendors
1 57 (24.89%) Microsoft
2 49 (21.40%) Oracle
3 38 (16.59%) SAP
4 33 (14.41%) Tableau
5 17 (7.42%) IBM
6 13 (5.68%) Hyperion
6 13 (5.68%) ServiceNow
7 12 (5.24%) Cognos
8 11 (4.80%) Teradata
9 6 (2.62%) Cloudera
9 6 (2.62%) JDA
9 6 (2.62%) Salesforce.com
9 6 (2.62%) Talend
10 5 (2.18%) MicroStrategy
10 5 (2.18%) RedGate
11 3 (1.31%) hybris
12 2 (0.87%) Epicor
12 2 (0.87%) IFS
12 2 (0.87%) Infor
12 2 (0.87%) Informatica