The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Quality
England / East of England
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 200 210 238
Rank change year-on-year +10 +28  
Permanent jobs citing Data Quality 55 51 51
As % of all permanent IT jobs advertised in the East of England 0.90% 0.76% 0.62%
As % of the Quality Assurance & Compliance category 7.51% 5.96% 4.98%
Number of salaries quoted 28 38 31
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £27,000 £30,000 £32,500
10% offered a salary of more than £88,000 £70,000 £50,000
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 East of England with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills
East of England
Permanent job vacancies with a requirement for quality assurance and compliance skills 732 856 1024
As % of all permanent IT job vacancies advertised in the East of England 11.96% 12.72% 12.49%
Number of salaries quoted 560 706 752
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.55% +5.88%  
90% offered a salary of more than £27,400 £27,500 £27,000
10% offered a salary of more than £70,000 £62,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Data Quality
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England 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 East of England

Data Quality
Salary Trend in the East of England

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

Salary trend for Data Quality in the East of England

Data Quality
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Quality in the East of England over the 3 months to 25 June 2017.

Salary histogram for Data Quality in the East of England

Data Quality
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the East of England region over the 3 months to 25 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
Essex +2 13 £34,296 +3.92% 1
Hertfordshire -22 11 £45,000 -14.28% 3
Bedfordshire +27 10 £53,250 +12.10% 3
Cambridgeshire -4 10 £80,000 +116.21% 1
Suffolk - 10 £27,000 -
Norfolk -4 1 - - 1
Data Quality
England

For the 6 months to 25 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 East of England region with a requirement for Data Quality.

1 37 (44.05%) Analytical Skills
2 34 (40.48%) SQL
3 31 (36.90%) Finance
4 24 (28.57%) Data Analysis
5 23 (27.38%) Business Intelligence
6 22 (26.19%) Data Management
7 21 (25.00%) Data Governance
8 19 (22.62%) CRM
8 19 (22.62%) Microsoft
9 17 (20.24%) Web Services
10 16 (19.05%) Degree
11 15 (17.86%) Microsoft Excel
12 13 (15.48%) QlikView
12 13 (15.48%) Analytics
13 12 (14.29%) Mathematics
13 12 (14.29%) SQL Server
14 11 (13.10%) ETL
14 11 (13.10%) Machine Learning
15 10 (11.90%) Data Visualisation
15 10 (11.90%) Tableau
15 10 (11.90%) Master Data Management
15 10 (11.90%) Visualisation
15 10 (11.90%) SQL Server Integration Services
15 10 (11.90%) SQL Server Reporting Services
15 10 (11.90%) Information Security
16 9 (10.71%) Change Management
16 9 (10.71%) Statistics
16 9 (10.71%) Data Modelling
16 9 (10.71%) SQL Server 2008
17 8 (9.52%) T-SQL

Data Quality
Co-occurring IT Skills in the East of England 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 7 (8.33%) Apache Spark
2 6 (7.14%) SAS
3 3 (3.57%) SharePoint
Applications
1 15 (17.86%) Microsoft Excel
2 5 (5.95%) Microsoft PowerPoint
3 4 (4.76%) Spreadsheet
4 3 (3.57%) Microsoft Office
4 3 (3.57%) MS Visio
Business Applications
1 6 (7.14%) Dynamics AX
2 3 (3.57%) Dynamics CRM
2 3 (3.57%) Dynamics NAV
2 3 (3.57%) FastStats
2 3 (3.57%) SAP MDG
Cloud Services
1 7 (8.33%) Amazon AWS
2 1 (1.19%) Amazon EC2
2 1 (1.19%) Amazon EMR
2 1 (1.19%) PaaS
Database & Business Intelligence
1 13 (15.48%) QlikView
2 12 (14.29%) SQL Server
3 10 (11.90%) SQL Server Integration Services
3 10 (11.90%) SQL Server Reporting Services
4 9 (10.71%) SQL Server 2008
5 7 (8.33%) BusinessObjects
6 6 (7.14%) Apache Hive
6 6 (7.14%) Big Data
6 6 (7.14%) Hadoop
6 6 (7.14%) Impala
6 6 (7.14%) Relational Database
6 6 (7.14%) SQL Server Analysis Services
7 5 (5.95%) Power BI
8 4 (4.76%) Data Warehouse
9 3 (3.57%) DTS
9 3 (3.57%) OLAP
9 3 (3.57%) OLTP
9 3 (3.57%) SAP Data Services
9 3 (3.57%) SQL Server 2012
9 3 (3.57%) SQL Server 2014
Development Applications
1 3 (3.57%) Talend Open Studio
2 2 (2.38%) SQL Server Management Studio (SSMS)
2 2 (2.38%) Visual Studio
3 1 (1.19%) Team Foundation Server
General
1 31 (36.90%) Finance
2 7 (8.33%) Retail
3 4 (4.76%) Legal
4 3 (3.57%) Marketing
5 1 (1.19%) Law
5 1 (1.19%) Publishing
Job Titles
1 33 (39.29%) Analyst
2 22 (26.19%) Data Analyst
3 10 (11.90%) Architect
3 10 (11.90%) Data Architect
4 9 (10.71%) Consultant
4 9 (10.71%) Data Consultant
5 7 (8.33%) Business Analyst
6 6 (7.14%) Analytics Consultant
6 6 (7.14%) Data Analytics Consultant
6 6 (7.14%) Data Business Analyst
6 6 (7.14%) Developer
6 6 (7.14%) Master Data Analyst
6 6 (7.14%) Report Analyst
6 6 (7.14%) SAS Consultant
7 5 (5.95%) Administrator
7 5 (5.95%) SQL Analyst
7 5 (5.95%) SQL Data Analyst
8 4 (4.76%) Business Data Analyst
8 4 (4.76%) Business Intelligence Specialist
8 4 (4.76%) Report Specialist
Libraries, Frameworks & Software Standards
1 17 (20.24%) Web Services
2 6 (7.14%) JSON
3 4 (4.76%) .NET
4 3 (3.57%) MDX
5 1 (1.19%) Mason
Miscellaneous
1 37 (44.05%) Analytical Skills
2 8 (9.52%) Computer Science
2 8 (9.52%) Management Information System
3 6 (7.14%) Foreign Exchange (FX)
4 3 (3.57%) Life Science
4 3 (3.57%) Virtual Team
5 2 (2.38%) Clustering
5 2 (2.38%) Replication
6 1 (1.19%) Data Centre
6 1 (1.19%) Data Structures
6 1 (1.19%) Greenfield Project
6 1 (1.19%) Reference Data
6 1 (1.19%) User Experience
Operating Systems
1 2 (2.38%) Linux
1 2 (2.38%) Windows
1 2 (2.38%) Windows Server
Processes & Methodologies
1 24 (28.57%) Data Analysis
2 23 (27.38%) Business Intelligence
3 22 (26.19%) Data Management
4 21 (25.00%) Data Governance
5 19 (22.62%) CRM
6 13 (15.48%) Analytics
7 12 (14.29%) Mathematics
8 11 (13.10%) ETL
8 11 (13.10%) Machine Learning
9 10 (11.90%) Data Visualisation
9 10 (11.90%) Information Security
9 10 (11.90%) Master Data Management
9 10 (11.90%) Visualisation
10 9 (10.71%) Change Management
10 9 (10.71%) Data Modelling
10 9 (10.71%) Statistics
11 8 (9.52%) Agile Software Development
12 7 (8.33%) Business Analysis
12 7 (8.33%) Project Management
13 6 (7.14%) ITIL
Programming Languages
1 34 (40.48%) SQL
2 8 (9.52%) T-SQL
3 7 (8.33%) Python
3 7 (8.33%) R
4 6 (7.14%) MATLAB
5 4 (4.76%) PL/SQL
6 3 (3.57%) Apex Code
6 3 (3.57%) C#
6 3 (3.57%) VB.NET
6 3 (3.57%) VBScript
7 1 (1.19%) Java
Qualifications
1 16 (19.05%) Degree
2 6 (7.14%) Numerate Degree
3 5 (5.95%) Computer Science Degree
3 5 (5.95%) Microsoft Certification
4 3 (3.57%) Security Cleared
5 1 (1.19%) APMP
5 1 (1.19%) PRINCE2 Certification
Quality Assurance & Compliance
1 3 (3.57%) SLA
2 2 (2.38%) QA
3 1 (1.19%) COBIT
3 1 (1.19%) GDPR
3 1 (1.19%) PMO
System Software
1 6 (7.14%) Apache Flume
2 1 (1.19%) Docker
Systems Management
1 2 (2.38%) Failover Clustering
1 2 (2.38%) Perfmon
2 1 (1.19%) Opscode Chef
Vendors
1 19 (22.62%) Microsoft
2 10 (11.90%) Tableau
3 7 (8.33%) SAP
4 5 (5.95%) Cognos
4 5 (5.95%) Salesforce.com
5 3 (3.57%) Informatica
5 3 (3.57%) Talend
6 2 (2.38%) Oracle
7 1 (1.19%) CheckPoint
7 1 (1.19%) Planview
7 1 (1.19%) Trillium
Brentwood, Essex
Shawbrook
Posted: 2 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 3 days ago
Cambridge, Cambridgeshire
Cambridge Assessment
Posted: 24 days ago
Norwich, Norfolk
Aviva
Salary: Competitive
Posted: 16 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 19 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 19 days ago
Hertfordshire
IQ Public Sector
Salary: £28000 - £34000 per annum
Posted: 10 days ago
Welwyn Garden City
Tesco PLC
Salary: Competitive
Posted: 19 days ago