The table below looks at the statistics for Data Quality skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 231 222 242
Rank change year-on-year
-9 +20
Permanent jobs citing Data Quality 23 39 37
As % of all permanent IT jobs located in the East of England 0.36% 0.54% 0.47%
As % of the Quality Assurance & Compliance category 3.45% 4.17% 3.80%
Number of salaries quoted 16 32 25
Median salary £44,750 £34,684 £47,900
Median salary % change year-on-year
+29.02% -27.59%
90% offered a salary of more than £32,500 £23,500 £32,500
10% offered a salary of more than £47,500 £44,000 £85,000
UK excluding London median salary £45,000 £45,000 £45,000
Data Quality
England

The following table is for comparison with the above and provides statistics for the entire Quality Assurance & Compliance category in permanent jobs advertised in the East of England region.

Quality Assurance & Compliance Category
East of England
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
667 936 974
As % of all permanent IT jobs located in the East of England 10.44% 13.02% 12.24%
Number of salaries quoted 511 735 749
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £27,500 £27,100 £25,905
10% offered a salary of more than £65,000 £70,000 £65,000
UK excluding London median salary £44,619 £44,000 £41,500
% change year-on-year
+1.40% +6.02%

Data Quality
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England region citing Data Quality as a proportion of all IT jobs with a match in the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend 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 across the East of England region.

Data Quality Salary Trend in the East of England

Data Quality
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Data Quality across the East of England region over the 3 months to 7 December 2016.

Data Quality Salary Histogram 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 7 December 2016. 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
(Click see detailed
statistics and trends)
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
Hertfordshire +18 12 £46,250 +85.00% 2
Norfolk -10 6 £44,500 +27.14%
Cambridgeshire -2 3 £22,500 -32.83% 1
Essex +9 1 - -
Suffolk -9 1 - -
Data Quality
England

Data Quality
Top 30 Related IT Skills in the East of England

For the 6 months to 7 December 2016, 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 31 (51.67%) SQL
2 27 (45.00%) Business Intelligence
3 26 (43.33%) Data Analysis
4 23 (38.33%) Analytics
5 22 (36.67%) ETL
6 18 (30.00%) Oracle
7 15 (25.00%) Degree
8 13 (21.67%) Informatica
8 13 (21.67%) PL/SQL
8 13 (21.67%) Data Warehouse
8 13 (21.67%) Data Management
8 13 (21.67%) Migration
9 12 (20.00%) Finance
10 11 (18.33%) SQL Server
10 11 (18.33%) Data Modelling
10 11 (18.33%) Enterprise Data Warehouse
10 11 (18.33%) ETL Development
11 10 (16.67%) Relational Database
11 10 (16.67%) Hadoop
11 10 (16.67%) Big Data
12 9 (15.00%) SLA
12 9 (15.00%) MS Office
12 9 (15.00%) Windows
12 9 (15.00%) Data Cleansing
12 9 (15.00%) Data Governance
12 9 (15.00%) Data Mapping
13 8 (13.33%) SC Cleared
13 8 (13.33%) Security Cleared
13 8 (13.33%) Data Migration
13 8 (13.33%) SQL Server Integration Services

Data Quality
Top Related 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 4 (6.67%) SAS
Applications
1 9 (15.00%) MS Office
2 6 (10.00%) MS Excel
3 1 (1.67%) SPSS
Business Applications
1 1 (1.67%) SAP MDM
Cloud Services
1 1 (1.67%) Amazon AWS
Communications & Networking
1 1 (1.67%) HTTP
1 1 (1.67%) PPP
Database & Business Intelligence
1 13 (21.67%) Data Warehouse
2 11 (18.33%) Enterprise Data Warehouse
2 11 (18.33%) SQL Server
3 10 (16.67%) Big Data
3 10 (16.67%) Hadoop
3 10 (16.67%) Relational Database
4 8 (13.33%) SQL Server Integration Services
5 7 (11.67%) PowerCenter
6 6 (10.00%) BusinessObjects
7 5 (8.33%) Crystal Reports
8 2 (3.33%) NoSQL
8 2 (3.33%) Oracle Database
9 1 (1.67%) DB2
9 1 (1.67%) MS Access
9 1 (1.67%) MySQL
9 1 (1.67%) Oracle Exadata
9 1 (1.67%) RDBMS
9 1 (1.67%) SAP Data Services
9 1 (1.67%) Spotfire
9 1 (1.67%) SQL Server 2012
Development Applications
1 7 (11.67%) Talend Open Studio
2 3 (5.00%) ERwin
3 2 (3.33%) SQL Server Management Studio (SSMS)
4 1 (1.67%) Oracle APEX
General
1 12 (20.00%) Finance
2 7 (11.67%) Marketing
3 4 (6.67%) Manufacturing
3 4 (6.67%) Pharmaceutical
3 4 (6.67%) Publishing
4 3 (5.00%) Retail
5 2 (3.33%) Front Office
6 1 (1.67%) Telecoms
Job Titles
1 24 (40.00%) Analyst
2 21 (35.00%) Data Analyst
3 15 (25.00%) SQL Analyst
4 14 (23.33%) Architect
5 13 (21.67%) Business Analyst
5 13 (21.67%) Business Data Analyst
5 13 (21.67%) Data Business Analyst
5 13 (21.67%) Senior Analyst
5 13 (21.67%) Senior Business Analyst
5 13 (21.67%) Senior Data Analyst
5 13 (21.67%) SQL Data Analyst
6 10 (16.67%) Data Architect
7 8 (13.33%) Developer
8 7 (11.67%) Data Warehouse Architect
9 6 (10.00%) Consultant
9 6 (10.00%) Data Consultant
9 6 (10.00%) Data Migration Consultant
9 6 (10.00%) Migration Consultant
10 5 (8.33%) SQL Developer
11 4 (6.67%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 7 (11.67%) XML
2 1 (1.67%) .NET
2 1 (1.67%) .NET Framework
2 1 (1.67%) ADSI
2 1 (1.67%) Ajax
2 1 (1.67%) HTML
2 1 (1.67%) Web Services
Miscellaneous
1 7 (11.67%) Analytical Skills
2 5 (8.33%) Management Information System
3 4 (6.67%) Performance Metrics
4 3 (5.00%) Computer Science
4 3 (5.00%) Data Extraction
4 3 (5.00%) Virtual Team
4 3 (5.00%) Visualisation
5 2 (3.33%) Blackberry
5 2 (3.33%) Data Integration
5 2 (3.33%) Data Structures
5 2 (3.33%) Handset
5 2 (3.33%) iPad
5 2 (3.33%) Mathematics
5 2 (3.33%) Statistics
6 1 (1.67%) Taxonomies
Operating Systems
1 9 (15.00%) Windows
2 7 (11.67%) Unix
3 2 (3.33%) Windows Server 2003
3 2 (3.33%) Windows Server 2008
3 2 (3.33%) Windows XP
4 1 (1.67%) AIX
4 1 (1.67%) Linux
Processes & Methodologies
1 27 (45.00%) Business Intelligence
2 26 (43.33%) Data Analysis
3 23 (38.33%) Analytics
4 22 (36.67%) ETL
5 13 (21.67%) Data Management
5 13 (21.67%) Migration
6 11 (18.33%) Data Modelling
6 11 (18.33%) ETL Development
7 9 (15.00%) Data Cleansing
7 9 (15.00%) Data Governance
7 9 (15.00%) Data Mapping
8 8 (13.33%) Data Migration
9 7 (11.67%) Business Analytics
9 7 (11.67%) CRM
9 7 (11.67%) Database Marketing
9 7 (11.67%) Performance Management
10 6 (10.00%) Data Analytics
10 6 (10.00%) PRINCE2
11 5 (8.33%) Data Entry
11 5 (8.33%) Information Management
Programming Languages
1 31 (51.67%) SQL
2 13 (21.67%) PL/SQL
3 7 (11.67%) C#
3 7 (11.67%) Java
4 6 (10.00%) C++
4 6 (10.00%) T-SQL
5 1 (1.67%) Shell Script
5 1 (1.67%) VB.NET
5 1 (1.67%) VBA
Qualifications
1 15 (25.00%) Degree
2 8 (13.33%) SC Cleared
2 8 (13.33%) Security Cleared
3 3 (5.00%) IBM Certification
4 2 (3.33%) MCDST
4 2 (3.33%) MCP
4 2 (3.33%) Microsoft Certification
5 1 (1.67%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 9 (15.00%) SLA
2 4 (6.67%) GMP
3 1 (1.67%) SNOMED CT
Systems Management
1 2 (3.33%) SCCM
Vendors
1 18 (30.00%) Oracle
2 13 (21.67%) Informatica
3 8 (13.33%) Microsoft
4 7 (11.67%) Talend
4 7 (11.67%) Teradata
5 5 (8.33%) MicroStrategy
6 4 (6.67%) Cognos
6 4 (6.67%) IBM
6 4 (6.67%) SAP
7 3 (5.00%) Tableau
8 2 (3.33%) Becrypt
9 1 (1.67%) Cognizant
9 1 (1.67%) Pegasus
9 1 (1.67%) Trillium
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