The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Quality
England / East Midlands
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 134 134 174
Rank change year-on-year 0 +40  
Permanent jobs citing Data Quality 27 35 10
As % of all permanent IT jobs advertised in the East Midlands 0.92% 1.11% 0.30%
As % of the Quality Assurance & Compliance category 7.14% 8.35% 2.27%
Number of salaries quoted 18 23 5
Median salary £47,500 £30,000 £50,000
Median salary % change year-on-year +58.33% -40.00%  
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year -5.55% -  

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 Midlands with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills
East Midlands
Permanent job vacancies with a requirement for quality assurance and compliance skills 378 419 441
As % of all permanent IT job vacancies advertised in the East Midlands 12.85% 13.25% 13.03%
Number of salaries quoted 304 285 314
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £21,000 £24,000 £22,150
10% offered a salary of more than £60,000 £57,500 £57,650
UK excluding London median salary £42,500 £44,000 £42,500
% change year-on-year -3.40% +3.52%  

Data Quality
Job Vacancy Trend in the East Midlands

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

Data Quality
Salary Trend in the East Midlands

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

Salary trend for Data Quality in the East Midlands

Data Quality
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Data Quality in the East Midlands over the 3 months to 28 March 2017.

Salary histogram for Data Quality in the East Midlands

Data Quality
Job Locations in the East Midlands

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 Midlands region over the 3 months to 28 March 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
Northamptonshire +18 9 £45,000 +50.00%
Leicestershire -7 7 £45,000 +31.94% 2
Nottinghamshire +5 4 £37,500 -
Derbyshire +6 3 £75,000 +240.90%
Data Quality
England

Data Quality
Top 30 Co-occurring IT Skills in the East Midlands

For the 6 months to 28 March 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 Midlands region with a requirement for Data Quality.

1 22 (57.89%) SQL
2 18 (47.37%) SQL Server
3 16 (42.11%) Business Intelligence
4 15 (39.47%) Data Warehouse
5 14 (36.84%) Data Modelling
5 14 (36.84%) Agile Software Development
6 13 (34.21%) ETL
6 13 (34.21%) Microsoft
7 12 (31.58%) Power BI
8 10 (26.32%) SQL Server Reporting Services
8 10 (26.32%) SQL Server Analysis Services
8 10 (26.32%) Analytical Skills
9 9 (23.68%) SQL Server Integration Services
10 8 (21.05%) Stakeholder Management
10 8 (21.05%) T-SQL
10 8 (21.05%) Continuous Improvement
11 7 (18.42%) Data Governance
11 7 (18.42%) Waterfall
11 7 (18.42%) PowerShell
11 7 (18.42%) Data Architecture
11 7 (18.42%) .NET
11 7 (18.42%) MS Excel
11 7 (18.42%) SQL Server 2016
12 6 (15.79%) Data Management
12 6 (15.79%) SharePoint
12 6 (15.79%) Java
13 5 (13.16%) SharePoint 2013
13 5 (13.16%) Team Foundation Server
13 5 (13.16%) Continuous Integration
13 5 (13.16%) MS PowerPoint

Data Quality
Co-occurring IT Skills in the East Midlands 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 6 (15.79%) SharePoint
2 5 (13.16%) SharePoint 2013
3 4 (10.53%) Oracle SOA Suite
3 4 (10.53%) Oracle Workflow
3 4 (10.53%) WebLogic
4 3 (7.89%) SAS
5 1 (2.63%) Apache
5 1 (2.63%) Apache Spark
Applications
1 7 (18.42%) MS Excel
2 5 (13.16%) MS PowerPoint
3 4 (10.53%) MS Office
Business Applications
1 4 (10.53%) Oracle BPM
Cloud Services
1 4 (10.53%) Google Cloud Platform
2 3 (7.89%) Microsoft Azure
3 1 (2.63%) Amazon AWS
Database & Business Intelligence
1 18 (47.37%) SQL Server
2 15 (39.47%) Data Warehouse
3 12 (31.58%) Power BI
4 10 (26.32%) SQL Server Analysis Services
4 10 (26.32%) SQL Server Reporting Services
5 9 (23.68%) SQL Server Integration Services
6 7 (18.42%) SQL Server 2016
7 5 (13.16%) SQL Server 2014
8 4 (10.53%) PowerCenter
9 3 (7.89%) QlikView
10 2 (5.26%) Big Data
11 1 (2.63%) BusinessObjects
11 1 (2.63%) BusinessObjects XI
11 1 (2.63%) Data Mining
11 1 (2.63%) Microsoft Analysis Services
11 1 (2.63%) NoSQL
11 1 (2.63%) PowerPivot
11 1 (2.63%) Qlik Sense
11 1 (2.63%) Snowflake Schema
11 1 (2.63%) SQL Server 2008
Development Applications
1 5 (13.16%) Team Foundation Server
2 1 (2.63%) JIRA
2 1 (2.63%) LoadRunner
General
1 5 (13.16%) Finance
2 4 (10.53%) Manufacturing
3 3 (7.89%) Marketing
4 2 (5.26%) Banking
4 2 (5.26%) Corporate Banking
4 2 (5.26%) Financial Institution
4 2 (5.26%) Retail
Job Titles
1 11 (28.95%) Architect
2 10 (26.32%) Analyst
3 9 (23.68%) Developer
4 7 (18.42%) Data Warehouse Developer
4 7 (18.42%) Solutions Architect
5 6 (15.79%) Business Intelligence Architect
5 6 (15.79%) Business Intelligence Solutions Architect
6 5 (13.16%) ETL Architect
7 4 (10.53%) BPM Consultant
7 4 (10.53%) Consultant
7 4 (10.53%) Data Analyst
7 4 (10.53%) Data Architect
7 4 (10.53%) Data Warehouse Architect
7 4 (10.53%) Oracle Architect
7 4 (10.53%) Oracle Consultant
7 4 (10.53%) Technical Leader
8 3 (7.89%) Campaign Analyst
8 3 (7.89%) Marketing Analyst
8 3 (7.89%) Marketing Campaign Analyst
9 2 (5.26%) Data Steward
Libraries, Frameworks & Software Standards
1 7 (18.42%) .NET
2 4 (10.53%) WebCenter
3 1 (2.63%) SAP XI
3 1 (2.63%) Swagger
3 1 (2.63%) Web Services
Miscellaneous
1 10 (26.32%) Analytical Skills
2 4 (10.53%) Computer Science
3 3 (7.89%) Management Information System
3 3 (7.89%) Taxonomies
4 2 (5.26%) Data Centre
5 1 (2.63%) Algorithms
5 1 (2.63%) Data Protection Act
5 1 (2.63%) Data Structures
Operating Systems
1 1 (2.63%) Linux
1 1 (2.63%) Windows
1 1 (2.63%) Windows Server
Processes & Methodologies
1 16 (42.11%) Business Intelligence
2 14 (36.84%) Agile Software Development
2 14 (36.84%) Data Modelling
3 13 (34.21%) ETL
4 8 (21.05%) Continuous Improvement
4 8 (21.05%) Stakeholder Management
5 7 (18.42%) Data Architecture
5 7 (18.42%) Data Governance
5 7 (18.42%) Waterfall
6 6 (15.79%) Data Management
7 5 (13.16%) Continuous Deployment
7 5 (13.16%) Continuous Integration
8 4 (10.53%) Analytics
8 4 (10.53%) Business Transformation
8 4 (10.53%) Case Management
8 4 (10.53%) Information Management
8 4 (10.53%) SOA
8 4 (10.53%) Workflow
9 3 (7.89%) Risk Management
9 3 (7.89%) SEO
Programming Languages
1 22 (57.89%) SQL
2 8 (21.05%) T-SQL
3 7 (18.42%) PowerShell
4 6 (15.79%) Java
5 2 (5.26%) VBA
6 1 (2.63%) C
6 1 (2.63%) C#
6 1 (2.63%) C++
6 1 (2.63%) MATLAB
6 1 (2.63%) PL/SQL
6 1 (2.63%) Python
6 1 (2.63%) R
Qualifications
1 3 (7.89%) Degree
2 1 (2.63%) ISTQB
Quality Assurance & Compliance
1 2 (5.26%) QA
Systems Management
1 1 (2.63%) HP Quality Center
Vendors
1 13 (34.21%) Microsoft
2 5 (13.16%) Oracle
3 4 (10.53%) Google
3 4 (10.53%) Informatica
3 4 (10.53%) SAP
4 2 (5.26%) Teradata
5 1 (2.63%) Attivio
5 1 (2.63%) Salesforce.com
5 1 (2.63%) Tableau
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