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 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Data Quality
Rank 161 154 173
Rank change year-on-year
-7 +19
Permanent jobs citing Data Quality 17 36 24
As % of all permanent IT jobs located in the East Midlands 0.51% 0.96% 0.64%
As % of the Quality Assurance & Compliance category 3.59% 7.59% 6.14%
Number of salaries quoted 10 21 22
Median salary £26,000 £40,000 £34,250
Median salary % change year-on-year
-35.00% +16.78%
90% offered a salary of more than £22,450 £25,600 £25,350
10% offered a salary of more than £57,000 £57,500 £57,500
UK excluding London median salary £45,000 £42,500 £47,500
% change year-on-year
+5.88% -10.52%
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 Midlands region.

Quality Assurance & Compliance Category
East Midlands
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
474 474 391
As % of all permanent IT jobs located in the East Midlands 14.32% 12.64% 10.37%
Number of salaries quoted 362 346 332
Median salary £45,000 £40,000 £39,000
Median salary % change year-on-year
+12.50% +2.56%
90% offered a salary of more than £27,500 £26,500 £25,000
10% offered a salary of more than £61,500 £57,500 £65,000
UK excluding London median salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 29 June 2016.

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 29 June 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
Leicestershire +8 8 £26,000 -45.26% 2
Nottinghamshire -3 4 £52,500 +31.25% 2
Derbyshire +6 2 £25,000 -37.50% 1
Northamptonshire +5 2 £75,000 +177.77% 1
Lincolnshire - 1 £45,000 - 1
Data Quality
England

Data Quality
Top 30 Related IT Skills in the East Midlands

For the 6 months to 29 June 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 Midlands region with a requirement for Data Quality.

1 17 (32.69%) SQL
2 15 (28.85%) ETL
2 15 (28.85%) Degree
3 14 (26.92%) Asset Management
3 14 (26.92%) Legal
3 14 (26.92%) Software Asset Management
3 14 (26.92%) Software Licensing
4 13 (25.00%) Analytical Skills
5 12 (23.08%) Manufacturing
5 12 (23.08%) Data Governance
6 11 (21.15%) ERP
6 11 (21.15%) Life Science
7 10 (19.23%) Data Structures
8 9 (17.31%) Data Modelling
9 8 (15.38%) Business Intelligence
9 8 (15.38%) SAP
10 7 (13.46%) Data Warehouse
10 7 (13.46%) SQL Server
11 6 (11.54%) SAP MM
12 5 (9.62%) Continuous Improvement
12 5 (9.62%) Visualisation
12 5 (9.62%) Data Visualisation
12 5 (9.62%) Data Mining
13 4 (7.69%) SAP PP
13 4 (7.69%) PL/SQL
13 4 (7.69%) MS Excel
13 4 (7.69%) Project Management
13 4 (7.69%) Service Delivery
13 4 (7.69%) SAP MDM
13 4 (7.69%) SAP PM

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 1 (1.92%) SAS
1 1 (1.92%) SharePoint
1 1 (1.92%) SharePoint Server
Applications
1 4 (7.69%) MS Excel
2 1 (1.92%) MS Office
Business Applications
1 6 (11.54%) SAP MM
2 4 (7.69%) SAP MDM
2 4 (7.69%) SAP PM
2 4 (7.69%) SAP PP
3 1 (1.92%) Dynamics AX
3 1 (1.92%) Dynamics NAV
3 1 (1.92%) Epicor Tropos
3 1 (1.92%) Infor M3
3 1 (1.92%) Infor SunSystems
3 1 (1.92%) Movex
3 1 (1.92%) SAP Business One
Cloud Services
1 1 (1.92%) Cloud Computing
1 1 (1.92%) SaaS
1 1 (1.92%) SuccessFactors
1 1 (1.92%) Taleo
Database & Business Intelligence
1 7 (13.46%) Data Warehouse
1 7 (13.46%) SQL Server
2 5 (9.62%) Data Mining
3 3 (5.77%) SQL Server Analysis Services
3 3 (5.77%) SQL Server Integration Services
3 3 (5.77%) SQL Server Reporting Services
4 2 (3.85%) Big Data
4 2 (3.85%) MySQL
5 1 (1.92%) Crystal Reports
5 1 (1.92%) Enterprise Data Warehouse
5 1 (1.92%) Hadoop
5 1 (1.92%) Microsoft Analysis Services
5 1 (1.92%) Microsoft Power View
5 1 (1.92%) PowerPivot
5 1 (1.92%) Relational Database
5 1 (1.92%) SQL Server 2008
Development Applications
1 4 (7.69%) Talend Open Studio
2 1 (1.92%) Octopus Deploy
2 1 (1.92%) Ranorex
2 1 (1.92%) Team Foundation Server
2 1 (1.92%) TeamCity
General
1 14 (26.92%) Legal
2 12 (23.08%) Manufacturing
3 1 (1.92%) Advertising
3 1 (1.92%) Finance
3 1 (1.92%) Games
3 1 (1.92%) Retail
Job Titles
1 31 (59.62%) Analyst
2 13 (25.00%) Data Analyst
3 12 (23.08%) Asset Management Analyst
3 12 (23.08%) Software Analyst
4 6 (11.54%) Coordinator
4 6 (11.54%) Data Coordinator
4 6 (11.54%) Data Quality Analyst
4 6 (11.54%) Developer
5 5 (9.62%) Data Warehouse Developer
6 4 (7.69%) ETL Analyst
6 4 (7.69%) SQL Analyst
6 4 (7.69%) SQL Data Analyst
7 3 (5.77%) Resource Analyst
7 3 (5.77%) Resource Planning Analyst
8 2 (3.85%) Business Intelligence Lead
8 2 (3.85%) Information Security Consultant
8 2 (3.85%) Technical Analyst
8 2 (3.85%) Technical Support Analyst
8 2 (3.85%) Web Analyst
8 2 (3.85%) Web Support Analyst
Libraries, Frameworks & Software Standards
1 2 (3.85%) CSS
1 2 (3.85%) HTML
Miscellaneous
1 13 (25.00%) Analytical Skills
2 11 (21.15%) Life Science
3 10 (19.23%) Data Structures
4 5 (9.62%) Visualisation
5 1 (1.92%) Computer Science
5 1 (1.92%) Data Extraction
5 1 (1.92%) iPad
5 1 (1.92%) Management Information System
5 1 (1.92%) NHS
5 1 (1.92%) Replication
5 1 (1.92%) User Experience
Processes & Methodologies
1 15 (28.85%) ETL
2 14 (26.92%) Asset Management
2 14 (26.92%) Software Asset Management
2 14 (26.92%) Software Licensing
3 12 (23.08%) Data Governance
4 11 (21.15%) ERP
5 9 (17.31%) Data Modelling
6 8 (15.38%) Business Intelligence
7 5 (9.62%) Continuous Improvement
7 5 (9.62%) Data Visualisation
8 4 (7.69%) Agile Software Development
8 4 (7.69%) Data Entry
8 4 (7.69%) Project Management
8 4 (7.69%) Service Delivery
9 3 (5.77%) Coaching
9 3 (5.77%) Data Management
9 3 (5.77%) Migration
9 3 (5.77%) Planning and Forecasting
9 3 (5.77%) WFM
10 2 (3.85%) Market Research
Programming Languages
1 17 (32.69%) SQL
2 4 (7.69%) PL/SQL
3 3 (5.77%) Erlang
4 2 (3.85%) PHP
4 2 (3.85%) T-SQL
5 1 (1.92%) Data Analysis Expressions (DAX)
Qualifications
1 15 (28.85%) Degree
2 2 (3.85%) CISA
2 2 (3.85%) CISM
2 2 (3.85%) CISSP
2 2 (3.85%) CRISC
2 2 (3.85%) ISEB
3 1 (1.92%) (ISC)2 CCSP
3 1 (1.92%) Cisco Certification
3 1 (1.92%) ISSAP
3 1 (1.92%) ISSEP
3 1 (1.92%) MCP
3 1 (1.92%) SANS
Quality Assurance & Compliance
1 1 (1.92%) COBIT
1 1 (1.92%) ISO/IEC 27001
1 1 (1.92%) PCI DSS
Systems Management
1 1 (1.92%) SCCM
1 1 (1.92%) Systems Management Server (SMS)
Vendors
1 8 (15.38%) SAP
2 4 (7.69%) Talend
3 3 (5.77%) Microsoft
4 2 (3.85%) Tableau
5 1 (1.92%) Ab Initio
5 1 (1.92%) Altiris
5 1 (1.92%) BMC
5 1 (1.92%) Epicor
5 1 (1.92%) Express Metrix
5 1 (1.92%) Google
5 1 (1.92%) IFS
5 1 (1.92%) Informatica
5 1 (1.92%) NetSuite
5 1 (1.92%) Oracle
5 1 (1.92%) QAD
5 1 (1.92%) Salesforce.com
5 1 (1.92%) SumTotal
5 1 (1.92%) Symantec
5 1 (1.92%) SYSPRO
5 1 (1.92%) VMware
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