Period
to 24 November 2017

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 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
England > East of England
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 271 290 294
Rank change year-on-year +19 +4 +30
Permanent jobs citing Data Quality 79 71 97
As % of all permanent IT jobs advertised in the East of England 0.65% 0.54% 0.63%
As % of the Quality Assurance & Compliance category 5.83% 4.21% 4.72%
Number of salaries quoted 49 58 67
East of England median annual salary £42,500 £46,250 £36,500
Median salary % change year-on-year -8.11% +26.71% -32.41%
10th Percentile £26,000 £31,000 £21,750
90th Percentile £61,800 £80,000 £49,625
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 East of England with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
East of England
Permanent vacancies with a requirement for quality assurance or compliance skills 1355 1688 2055
As % of all permanent IT jobs advertised in the East of England 11.23% 12.85% 13.38%
Number of salaries quoted 1048 1312 1539
East of England median annual salary £45,000 £45,000 £45,000
10th Percentile £24,750 £25,750 £26,000
90th Percentile £66,750 £68,750 £65,000
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 East of England

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

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 6 months to 24 November 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 6 months to 24 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
Bedfordshire - 24 £50,000 -
Essex +41 16 £40,000 +21.21% 1
Hertfordshire -18 16 £35,000 -22.22% 3
Suffolk +26 11 £56,250 -
Cambridgeshire -36 9 £33,680 -42.67% 3
Norfolk +9 3 £88,750 +99.44% 1
Data Quality
England

For the 6 months to 24 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 East of England region with a requirement for Data Quality.

1 40 (50.63%) SQL
2 33 (41.77%) Data Management
3 27 (34.18%) Mathematics
3 27 (34.18%) Analytical Skills
4 24 (30.38%) Analytics
5 22 (27.85%) Data Analysis
6 19 (24.05%) Retail
6 19 (24.05%) Finance
7 18 (22.78%) Degree
8 17 (21.52%) Business Intelligence
9 16 (20.25%) SQL Server
9 16 (20.25%) Web Services
9 16 (20.25%) CRM
9 16 (20.25%) Strategic Thinking
10 15 (18.99%) Data Governance
11 14 (17.72%) Data Modelling
11 14 (17.72%) Microsoft
12 13 (16.46%) Microsoft Excel
12 13 (16.46%) Validation
12 13 (16.46%) Tableau
12 13 (16.46%) Data Visualisation
12 13 (16.46%) Visualisation
13 12 (15.19%) Hadoop
13 12 (15.19%) Big Data
13 12 (15.19%) Personalization
13 12 (15.19%) Foreign Exchange (FX)
13 12 (15.19%) ETL
13 12 (15.19%) SAS
14 11 (13.92%) MATLAB
14 11 (13.92%) Python

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 12 (15.19%) SAS
2 11 (13.92%) Apache Spark
3 1 (1.27%) CMS
3 1 (1.27%) SharePoint
Applications
1 13 (16.46%) Microsoft Excel
2 5 (6.33%) Microsoft Office
2 5 (6.33%) MS Visio
3 2 (2.53%) Spreadsheet
4 1 (1.27%) Microsoft PowerPoint
Business Applications
1 5 (6.33%) SAP MDG
2 4 (5.06%) SystmOne
3 2 (2.53%) FastStats
4 1 (1.27%) Adobe Campaign
4 1 (1.27%) Unica
Cloud Services
1 11 (13.92%) Amazon AWS
2 1 (1.27%) IBM Blueworks
2 1 (1.27%) Silverpop
Communications & Networking
1 1 (1.27%) SMS
Database & Business Intelligence
1 16 (20.25%) SQL Server
2 12 (15.19%) Big Data
2 12 (15.19%) Hadoop
3 11 (13.92%) Apache Hive
3 11 (13.92%) Impala
3 11 (13.92%) SQL Server Integration Services
4 10 (12.66%) Data Warehouse
5 8 (10.13%) SQL Server 2008
6 7 (8.86%) SQL Server Reporting Services
7 6 (7.59%) Power BI
7 6 (7.59%) SQL Server Analysis Services
8 5 (6.33%) Enterprise Data Warehouse
8 5 (6.33%) OLAP
8 5 (6.33%) OLTP
8 5 (6.33%) QlikView
8 5 (6.33%) SAP Data Services
9 4 (5.06%) MS Access
10 2 (2.53%) DTS
10 2 (2.53%) IBM InfoSphere
10 2 (2.53%) Relational Database
Development Applications
1 3 (3.80%) Talend Open Studio
2 1 (1.27%) SQL Server Management Studio (SSMS)
2 1 (1.27%) Team Foundation Server
2 1 (1.27%) Visual Studio
General
1 19 (24.05%) Finance
1 19 (24.05%) Retail
2 7 (8.86%) Marketing
3 3 (3.80%) Games
3 3 (3.80%) Legal
4 1 (1.27%) Telecoms
Job Titles
1 41 (51.90%) Analyst
2 32 (40.51%) Data Analyst
3 12 (15.19%) Developer
4 11 (13.92%) Analytics Consultant
4 11 (13.92%) Consultant
4 11 (13.92%) Data Analytics Consultant
4 11 (13.92%) Data Consultant
4 11 (13.92%) Excel Analyst
4 11 (13.92%) SAS Consultant
5 8 (10.13%) Business Analyst
6 6 (7.59%) Data Business Analyst
6 6 (7.59%) SQL Analyst
6 6 (7.59%) SQL Data Analyst
7 5 (6.33%) ETL Developer
7 5 (6.33%) Master Data Analyst
7 5 (6.33%) Senior Consultant
7 5 (6.33%) Senior Data Analytics Consultant
7 5 (6.33%) Senior SAS Consultant
8 4 (5.06%) SQL Developer
8 4 (5.06%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 16 (20.25%) Web Services
2 11 (13.92%) JSON
3 6 (7.59%) .NET
4 5 (6.33%) MDX
5 3 (3.80%) HTML
6 1 (1.27%) ADSI
6 1 (1.27%) ASP.NET
6 1 (1.27%) ASP.NET Web API
6 1 (1.27%) WCF
Miscellaneous
1 27 (34.18%) Analytical Skills
2 12 (15.19%) Foreign Exchange (FX)
3 4 (5.06%) Management Information System
4 2 (2.53%) NHS
4 2 (2.53%) Reference Data
4 2 (2.53%) Smart Meter
5 1 (1.27%) Clustering
5 1 (1.27%) Data Structures
5 1 (1.27%) Fintech
5 1 (1.27%) Replication
5 1 (1.27%) Social Media
5 1 (1.27%) User Experience
Operating Systems
1 1 (1.27%) Windows
1 1 (1.27%) Windows Server
Processes & Methodologies
1 33 (41.77%) Data Management
2 27 (34.18%) Mathematics
3 24 (30.38%) Analytics
4 22 (27.85%) Data Analysis
5 17 (21.52%) Business Intelligence
6 16 (20.25%) CRM
6 16 (20.25%) Strategic Thinking
7 15 (18.99%) Data Governance
8 14 (17.72%) Data Modelling
9 13 (16.46%) Data Visualisation
9 13 (16.46%) Validation
9 13 (16.46%) Visualisation
10 12 (15.19%) ETL
10 12 (15.19%) Personalization
11 11 (13.92%) Customer Analytics
11 11 (13.92%) Data Cleansing
11 11 (13.92%) Econometrics
11 11 (13.92%) Experimental Design
11 11 (13.92%) Statistics
11 11 (13.92%) Yield Management
Programming Languages
1 40 (50.63%) SQL
2 11 (13.92%) MATLAB
2 11 (13.92%) Python
2 11 (13.92%) R
3 9 (11.39%) C#
3 9 (11.39%) T-SQL
4 6 (7.59%) VB.NET
5 5 (6.33%) VBA
5 5 (6.33%) VBScript
6 1 (1.27%) Java
6 1 (1.27%) JavaScript
Qualifications
1 18 (22.78%) Degree
2 11 (13.92%) Numerate Degree
3 6 (7.59%) Microsoft Certification
4 1 (1.27%) APMP
4 1 (1.27%) ISEB
4 1 (1.27%) PRINCE2 Certification
Quality Assurance & Compliance
1 9 (11.39%) QA
2 5 (6.33%) GDPR
3 2 (2.53%) SLA
4 1 (1.27%) PMO
System Software
1 11 (13.92%) Apache Flume
Systems Management
1 1 (1.27%) Failover Clustering
1 1 (1.27%) Perfmon
Vendors
1 14 (17.72%) Microsoft
2 13 (16.46%) Tableau
3 5 (6.33%) SAP
4 3 (3.80%) IBM
4 3 (3.80%) Oracle
4 3 (3.80%) Salesforce.com
4 3 (3.80%) Talend
5 2 (2.53%) MicroStrategy
5 2 (2.53%) Trillium
6 1 (1.27%) Adobe
6 1 (1.27%) CheckPoint
6 1 (1.27%) Planview
6 1 (1.27%) Selligent
6 1 (1.27%) Teradata