The table below looks at the statistics for Data Quality skills in IT jobs advertised for the East Midlands region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Data Quality
England / East Midlands
Rank 135 138 161
Rank change year-on-year
+3 +23
Permanent jobs citing Data Quality 24 29 9
As % of all permanent IT jobs located in the East Midlands 0.84% 0.92% 0.29%
As % of the Quality Assurance & Compliance category 6.05% 7.49% 2.23%
Number of salaries quoted 17 18 6
Median salary £45,000 £35,052 £50,000
Median salary % change year-on-year
+28.37% -29.89%
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year
-5.55% -

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 Midlands region.

Quality Assurance & Compliance Category
East Midlands
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
397 387 404
As % of all permanent IT jobs located in the East Midlands 13.94% 12.24% 12.80%
Number of salaries quoted 325 257 290
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £22,500 £25,000 £23,500
10% offered a salary of more than £60,000 £57,500 £65,000
UK excluding London median salary £41,792 £44,000 £42,500
% change year-on-year
-5.01% +3.52%

Data Quality
Jobs Demand Trend in the East Midlands

The demand trend of job ads across the East Midlands 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 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 across the East Midlands region.

Data Quality Salary Trend in the East Midlands

Data Quality
Salary Histogram in the East Midlands

This chart provides a salary histogram for IT jobs citing Data Quality across the East Midlands region over the 3 months to 26 February 2017.

Data Quality Salary Histogram 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 26 February 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 +15 11 £45,000 -12.19% 1
Derbyshire +10 4 £75,000 +240.90% 1
Nottinghamshire -6 4 £38,750 -42.59% 1
Leicestershire -8 4 £40,000 +33.10% 2
Data Quality
England

Data Quality
Top 30 Related IT Skills in the East Midlands

For the 6 months to 26 February 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 15 (50.00%) SQL
2 12 (40.00%) Agile Software Development
3 11 (36.67%) Data Modelling
4 10 (33.33%) Business Intelligence
4 10 (33.33%) SQL Server
5 9 (30.00%) Analytical Skills
6 8 (26.67%) Stakeholder Management
7 7 (23.33%) ETL
7 7 (23.33%) Data Warehouse
8 6 (20.00%) MS Excel
8 6 (20.00%) Microsoft
8 6 (20.00%) T-SQL
8 6 (20.00%) Java
8 6 (20.00%) Data Management
8 6 (20.00%) SQL Server Reporting Services
8 6 (20.00%) SQL Server Analysis Services
8 6 (20.00%) Continuous Improvement
8 6 (20.00%) Data Governance
8 6 (20.00%) Power BI
9 5 (16.67%) SQL Server 2016
9 5 (16.67%) Waterfall
9 5 (16.67%) PowerShell
9 5 (16.67%) Data Architecture
9 5 (16.67%) MS PowerPoint
9 5 (16.67%) SQL Server Integration Services
9 5 (16.67%) Manufacturing
9 5 (16.67%) .NET
9 5 (16.67%) Oracle
9 5 (16.67%) SAP
10 4 (13.33%) WebLogic

Data Quality
Top Related 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 4 (13.33%) Oracle SOA Suite
1 4 (13.33%) Oracle Workflow
1 4 (13.33%) WebLogic
2 2 (6.67%) SharePoint
3 1 (3.33%) Apache
3 1 (3.33%) Apache Spark
3 1 (3.33%) SAS
3 1 (3.33%) SharePoint 2013
Applications
1 6 (20.00%) MS Excel
2 5 (16.67%) MS PowerPoint
3 4 (13.33%) MS Office
Business Applications
1 4 (13.33%) Oracle BPM
2 1 (3.33%) Dynamics AX
2 1 (3.33%) Dynamics NAV
2 1 (3.33%) Epicor Tropos
2 1 (3.33%) Infor M3
2 1 (3.33%) Infor SunSystems
2 1 (3.33%) Movex
2 1 (3.33%) NetSuite
2 1 (3.33%) SAP Business One
Cloud Services
1 4 (13.33%) Google Cloud Platform
2 1 (3.33%) Amazon AWS
2 1 (3.33%) Microsoft Azure
Database & Business Intelligence
1 10 (33.33%) SQL Server
2 7 (23.33%) Data Warehouse
3 6 (20.00%) Power BI
3 6 (20.00%) SQL Server Analysis Services
3 6 (20.00%) SQL Server Reporting Services
4 5 (16.67%) SQL Server 2016
4 5 (16.67%) SQL Server Integration Services
5 4 (13.33%) PowerCenter
6 3 (10.00%) QlikView
7 2 (6.67%) Big Data
7 2 (6.67%) BusinessObjects
8 1 (3.33%) Enterprise Data Warehouse
8 1 (3.33%) Microsoft Analysis Services
8 1 (3.33%) Microsoft Power View
8 1 (3.33%) NoSQL
8 1 (3.33%) PowerPivot
8 1 (3.33%) Qlik Sense
8 1 (3.33%) Relational Database
8 1 (3.33%) SQL Server 2008
8 1 (3.33%) SQL Server 2014
Development Applications
1 1 (3.33%) JIRA
1 1 (3.33%) LoadRunner
1 1 (3.33%) Team Foundation Server
General
1 5 (16.67%) Manufacturing
2 3 (10.00%) Finance
3 2 (6.67%) Banking
3 2 (6.67%) Corporate Banking
3 2 (6.67%) Financial Institution
4 1 (3.33%) Advertising
4 1 (3.33%) Marketing
4 1 (3.33%) Retail
Job Titles
1 9 (30.00%) Analyst
2 7 (23.33%) Developer
3 5 (16.67%) Architect
3 5 (16.67%) Consultant
3 5 (16.67%) Data Warehouse Developer
4 4 (13.33%) BPM Consultant
4 4 (13.33%) Data Analyst
4 4 (13.33%) Oracle Architect
4 4 (13.33%) Oracle Consultant
5 3 (10.00%) Technical Leader
6 2 (6.67%) Data Steward
6 2 (6.67%) QlikView Developer
7 1 (3.33%) Business Intelligence Architect
7 1 (3.33%) Business Intelligence Solutions Architect
7 1 (3.33%) Data Scientist
7 1 (3.33%) Designer
7 1 (3.33%) ERP Manager
7 1 (3.33%) ETL Architect
7 1 (3.33%) QA Leader
7 1 (3.33%) Systems Analyst
Libraries, Frameworks & Software Standards
1 5 (16.67%) .NET
2 4 (13.33%) WebCenter
3 1 (3.33%) SAP XI
3 1 (3.33%) Swagger
3 1 (3.33%) Web Services
Miscellaneous
1 9 (30.00%) Analytical Skills
2 4 (13.33%) Computer Science
3 3 (10.00%) Management Information System
3 3 (10.00%) Taxonomies
4 1 (3.33%) Algorithms
4 1 (3.33%) Data Centre
4 1 (3.33%) Data Protection Act
4 1 (3.33%) Data Structures
4 1 (3.33%) e-Learning
4 1 (3.33%) Learning Management System
Operating Systems
1 1 (3.33%) Linux
1 1 (3.33%) Windows
1 1 (3.33%) Windows Server
Processes & Methodologies
1 12 (40.00%) Agile Software Development
2 11 (36.67%) Data Modelling
3 10 (33.33%) Business Intelligence
4 8 (26.67%) Stakeholder Management
5 7 (23.33%) ETL
6 6 (20.00%) Continuous Improvement
6 6 (20.00%) Data Governance
6 6 (20.00%) Data Management
7 5 (16.67%) Data Architecture
7 5 (16.67%) Waterfall
8 4 (13.33%) Business Transformation
8 4 (13.33%) Case Management
8 4 (13.33%) Information Management
8 4 (13.33%) SOA
8 4 (13.33%) Workflow
9 3 (10.00%) Analytics
9 3 (10.00%) Customer Requirements
9 3 (10.00%) Risk Management
9 3 (10.00%) SEO
10 2 (6.67%) Data Visualisation
Programming Languages
1 15 (50.00%) SQL
2 6 (20.00%) Java
2 6 (20.00%) T-SQL
3 5 (16.67%) PowerShell
4 2 (6.67%) VBA
5 1 (3.33%) C
5 1 (3.33%) C#
5 1 (3.33%) C++
5 1 (3.33%) MATLAB
5 1 (3.33%) PL/SQL
5 1 (3.33%) Python
5 1 (3.33%) R
Qualifications
1 3 (10.00%) Degree
2 1 (3.33%) ISTQB
Quality Assurance & Compliance
1 2 (6.67%) QA
Systems Management
1 1 (3.33%) HP Quality Center
Vendors
1 6 (20.00%) Microsoft
2 5 (16.67%) Oracle
2 5 (16.67%) SAP
3 4 (13.33%) Google
3 4 (13.33%) Informatica
4 2 (6.67%) Salesforce.com
4 2 (6.67%) Teradata
5 1 (3.33%) Attivio
5 1 (3.33%) Epicor
5 1 (3.33%) IFS
5 1 (3.33%) Infor
5 1 (3.33%) QAD
5 1 (3.33%) SYSPRO
5 1 (3.33%) Tableau
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