The table below looks at the statistics for Data Quality skills in IT jobs advertised for the Cheshire region. Included is a guide to the average salaries offered in IT jobs that have cited Data Quality over the 3 months to 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Data Quality
Rank 96 112 102
Rank change year-on-year
+16 -10
Permanent jobs citing Data Quality 8 6 17
As % of all permanent IT jobs located in Cheshire 0.60% 0.33% 1.08%
As % of the Quality Assurance & Compliance category 5.63% 3.08% 9.88%
Number of salaries quoted 7 5 15
Average salary £60,000 £40,000 £38,500
Average salary % change year-on-year
+50.00% +3.89%
90% offered a salary of more than £37,000 £38,500 £21,000
10% offered a salary of more than £100,000 £52,500 £85,000
UK excluding London average salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
Data Quality
North West

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 Cheshire region.

Quality Assurance & Compliance Category
Cheshire
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
142 195 172
As % of all permanent IT jobs located in Cheshire 10.68% 10.72% 10.96%
Number of salaries quoted 112 166 115
Average salary £42,500 £40,000 £37,500
Average salary % change year-on-year
+6.25% +6.66%
90% offered a salary of more than £30,000 £25,000 £22,500
10% offered a salary of more than £57,000 £57,700 £60,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Quality
Jobs Demand Trend in Cheshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Quality across the Cheshire region as a proportion of the total demand within the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend in Cheshire

Data Quality
Salary Trend in Cheshire

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

Data Quality Salary Trend in Cheshire

Data Quality
Salary Histogram in Cheshire

This chart provides a salary histogram for IT jobs citing Data Quality across the Cheshire region over the 3 months to 5 February 2016.

Data Quality Salary Histogram in Cheshire

Data Quality
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Quality within the Cheshire region over the 3 months to 5 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Macclesfield - 3 £37,000 -
Warrington +8 1 £60,000 +14.28% 1
Chester -1 1 - -
Data Quality
North West

Data Quality
Top 30 Related IT Skills in Cheshire

For the 6 months to 5 February 2016, IT jobs across the Cheshire region citing Data Quality also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Quality.

1 9 (47.37%) Business Intelligence
1 9 (47.37%) Finance
2 8 (42.11%) Analytical Skills
3 7 (36.84%) Data Management
3 7 (36.84%) Information Management
3 7 (36.84%) Data Analysis
3 7 (36.84%) Pharmaceutical
3 7 (36.84%) Oracle
4 6 (31.58%) SAP
4 6 (31.58%) Data Warehouse
4 6 (31.58%) ETL
4 6 (31.58%) BusinessObjects
5 5 (26.32%) Retail
5 5 (26.32%) SQL
6 4 (21.05%) VBA
6 4 (21.05%) MS Excel
6 4 (21.05%) Microsoft
6 4 (21.05%) Management Information System
6 4 (21.05%) Tableau
6 4 (21.05%) MS PowerPoint
6 4 (21.05%) Statistics
6 4 (21.05%) Mathematics
6 4 (21.05%) Visualisation
7 3 (15.79%) Enterprise Data Management
7 3 (15.79%) Talend Open Studio
7 3 (15.79%) Open Source
7 3 (15.79%) Information Architecture
7 3 (15.79%) Spotfire
7 3 (15.79%) User Acceptance Testing
7 3 (15.79%) Continuous Improvement

Data Quality
Top Related IT Skills in Cheshire by Category

For the 6 months to 5 February 2016, IT jobs across the Cheshire region citing Data Quality also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Quality. Up to 20 skills are shown per category.

Application Platforms
1 3 (15.79%) SAS
2 2 (10.53%) SharePoint
3 1 (5.26%) BizTalk Server
Applications
1 4 (21.05%) MS Excel
1 4 (21.05%) MS PowerPoint
2 2 (10.53%) SPSS
Business Applications
1 3 (15.79%) Oracle Applications
2 2 (10.53%) Oracle BPM
2 2 (10.53%) SAP MDM
Cloud Services
1 1 (5.26%) Microsoft Azure
Database & Business Intelligence
1 6 (31.58%) BusinessObjects
1 6 (31.58%) Data Warehouse
2 3 (15.79%) Enterprise Data Warehouse
2 3 (15.79%) Spotfire
3 2 (10.53%) Amazon Redshift
3 2 (10.53%) Big Data
3 2 (10.53%) Hadoop
3 2 (10.53%) PowerCenter
3 2 (10.53%) SAP HANA
3 2 (10.53%) SQL Server
4 1 (5.26%) Oracle BI EE
4 1 (5.26%) QlikView
4 1 (5.26%) Relational Database
4 1 (5.26%) SQL Server Integration Services
Development Applications
1 3 (15.79%) Talend Open Studio
2 2 (10.53%) Oracle APEX
3 1 (5.26%) Calabash
3 1 (5.26%) Cucumber
3 1 (5.26%) ERwin
3 1 (5.26%) Jenkins
3 1 (5.26%) Team Foundation Server
3 1 (5.26%) TeamCity
General
1 9 (47.37%) Finance
2 7 (36.84%) Pharmaceutical
3 5 (26.32%) Retail
4 1 (5.26%) Banking
Job Titles
1 6 (31.58%) Analyst
1 6 (31.58%) Business Intelligence Analyst
2 4 (21.05%) Administrator
2 4 (21.05%) Data Administrator
2 4 (21.05%) IT Administrator
2 4 (21.05%) IT Systems Administrator
2 4 (21.05%) Systems Administrator
3 3 (15.79%) Data Manager
3 3 (15.79%) Senior Analyst
3 3 (15.79%) Senior Business Intelligence Analyst
4 2 (10.53%) Business Support Analyst
4 2 (10.53%) Business Systems Analyst
4 2 (10.53%) Developer
4 2 (10.53%) Senior Business Systems Analyst
4 2 (10.53%) Senior IT Support
4 2 (10.53%) Senior Support Analyst
4 2 (10.53%) Senior Systems Analyst
4 2 (10.53%) Support Analyst
4 2 (10.53%) Systems Support
4 2 (10.53%) Systems Support Analyst
Libraries, Frameworks & Software Standards
1 2 (10.53%) .NET
1 2 (10.53%) Web Services
2 1 (5.26%) AngularJS
2 1 (5.26%) ASP.NET Web API
2 1 (5.26%) JSON
2 1 (5.26%) KnockoutJS
2 1 (5.26%) RESTful
2 1 (5.26%) SignalR
2 1 (5.26%) SOAP
2 1 (5.26%) XML
2 1 (5.26%) XSLT
Miscellaneous
1 8 (42.11%) Analytical Skills
2 4 (21.05%) Management Information System
2 4 (21.05%) Mathematics
2 4 (21.05%) Statistics
2 4 (21.05%) Visualisation
3 1 (5.26%) Mobile App
Processes & Methodologies
1 9 (47.37%) Business Intelligence
2 7 (36.84%) Data Analysis
2 7 (36.84%) Data Management
2 7 (36.84%) Information Management
3 6 (31.58%) ETL
4 3 (15.79%) Analytics
4 3 (15.79%) Continuous Improvement
4 3 (15.79%) Enterprise Data Management
4 3 (15.79%) Information Architecture
4 3 (15.79%) Master Data Management
4 3 (15.79%) Open Source
4 3 (15.79%) Process Management
4 3 (15.79%) SOA
4 3 (15.79%) User Acceptance Testing
5 2 (10.53%) Business Analytics
5 2 (10.53%) Coaching
5 2 (10.53%) Data Governance
5 2 (10.53%) Enterprise Architecture
5 2 (10.53%) Line Management
5 2 (10.53%) MapReduce
Programming Languages
1 5 (26.32%) SQL
2 4 (21.05%) VBA
3 1 (5.26%) C#
3 1 (5.26%) Java
3 1 (5.26%) T-SQL
3 1 (5.26%) XPath
Vendors
1 7 (36.84%) Oracle
2 6 (31.58%) SAP
3 4 (21.05%) Microsoft
3 4 (21.05%) Tableau
4 3 (15.79%) Hyperion
4 3 (15.79%) IBM
4 3 (15.79%) Talend
4 3 (15.79%) Vertica
5 2 (10.53%) Informatica