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 salaries offered in IT jobs that have cited Data Quality over the 3 months to 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 91 107 98
Rank change year-on-year
+16 -9
Permanent jobs citing Data Quality 2 12 25
As % of all permanent IT jobs located in Cheshire 0.19% 0.74% 1.45%
As % of the Quality Assurance & Compliance category 1.90% 6.56% 12.20%
Number of salaries quoted 1 6 18
Median salary £29,000 £75,000 £40,000
Median salary % change year-on-year
-61.33% +87.50%
UK excluding London median salary £45,000 £40,000 £47,500
% change year-on-year
+12.50% -15.78%
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
105 183 205
As % of all permanent IT jobs located in Cheshire 9.79% 11.34% 11.86%
Number of salaries quoted 85 146 137
Median salary £37,000 £42,500 £35,000
Median salary % change year-on-year
-12.94% +21.42%
90% offered a salary of more than £24,000 £31,000 £28,400
10% offered a salary of more than £55,000 £47,500 £60,000
UK excluding London median salary £45,000 £42,500 £41,000
% change year-on-year
+5.88% +3.65%

Data Quality
Jobs Demand Trend in Cheshire

The demand trend of job ads across the Cheshire 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 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
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Cheshire region over the 3 months to 26 May 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
Chester -8 1 £29,000 -18.30%
Knutsford - 1 - -
Data Quality
North West

Data Quality
Top 30 Related IT Skills in Cheshire

For the 6 months to 26 May 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 Cheshire region with a requirement for Data Quality.

1 6 (75.00%) Oracle
1 6 (75.00%) Business Intelligence
1 6 (75.00%) Management Information System
1 6 (75.00%) Finance
1 6 (75.00%) Information Management
2 5 (62.50%) BusinessObjects
2 5 (62.50%) Analytical Skills
3 4 (50.00%) Continuous Improvement
3 4 (50.00%) Analytics
3 4 (50.00%) Master Data Management
3 4 (50.00%) ETL
3 4 (50.00%) Data Warehouse
3 4 (50.00%) SAP
3 4 (50.00%) Data Management
4 3 (37.50%) Oracle Applications
4 3 (37.50%) Process Management
4 3 (37.50%) Data Analysis
4 3 (37.50%) User Acceptance Testing
4 3 (37.50%) SQL
4 3 (37.50%) Big Data
5 2 (25.00%) Information Architecture
5 2 (25.00%) Hadoop
5 2 (25.00%) Tableau
5 2 (25.00%) Data Modelling
5 2 (25.00%) SOA
5 2 (25.00%) Pharmaceutical
5 2 (25.00%) Cognizant
5 2 (25.00%) Hyperion
5 2 (25.00%) Informatica
5 2 (25.00%) QA

Data Quality
Top Related IT Skills in Cheshire 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 (12.50%) SAS
1 1 (12.50%) SharePoint
Applications
1 1 (12.50%) SPSS
Business Applications
1 3 (37.50%) Oracle Applications
2 1 (12.50%) Oracle BPM
2 1 (12.50%) SAP MDM
Database & Business Intelligence
1 5 (62.50%) BusinessObjects
2 4 (50.00%) Data Warehouse
3 3 (37.50%) Big Data
4 2 (25.00%) Hadoop
4 2 (25.00%) Spotfire
5 1 (12.50%) Amazon Redshift
5 1 (12.50%) Data Mining
5 1 (12.50%) DB2
5 1 (12.50%) Enterprise Data Warehouse
5 1 (12.50%) MySQL
5 1 (12.50%) Oracle BI EE
5 1 (12.50%) PowerCenter
5 1 (12.50%) QlikView
5 1 (12.50%) SAP HANA
5 1 (12.50%) SQL Server
Development Applications
1 1 (12.50%) ERwin
1 1 (12.50%) Oracle APEX
1 1 (12.50%) Talend Open Studio
General
1 6 (75.00%) Finance
2 2 (25.00%) Banking
2 2 (25.00%) Pharmaceutical
3 1 (12.50%) Corporate Banking
3 1 (12.50%) Financial Institution
Job Titles
1 4 (50.00%) Analyst
1 4 (50.00%) Business Intelligence Analyst
2 3 (37.50%) Senior Analyst
2 3 (37.50%) Senior Business Intelligence Analyst
3 2 (25.00%) Architect
3 2 (25.00%) Business Intelligence Support Analyst
3 2 (25.00%) Business Support Analyst
3 2 (25.00%) Business Systems Analyst
3 2 (25.00%) Senior Business Systems Analyst
3 2 (25.00%) Senior Support Analyst
3 2 (25.00%) Senior Systems Analyst
3 2 (25.00%) Support Analyst
3 2 (25.00%) Systems Analyst
3 2 (25.00%) Systems Support
3 2 (25.00%) Systems Support Analyst
4 1 (12.50%) Business Intelligence Data Analyst
4 1 (12.50%) Business Intelligence Lead
4 1 (12.50%) Business Objects Architect
4 1 (12.50%) Data Steward
4 1 (12.50%) Hyperion Architect
Miscellaneous
1 6 (75.00%) Management Information System
2 5 (62.50%) Analytical Skills
3 1 (12.50%) Taxonomies
3 1 (12.50%) Visualisation
Processes & Methodologies
1 6 (75.00%) Business Intelligence
1 6 (75.00%) Information Management
2 4 (50.00%) Analytics
2 4 (50.00%) Continuous Improvement
2 4 (50.00%) Data Management
2 4 (50.00%) ETL
2 4 (50.00%) Master Data Management
3 3 (37.50%) Data Analysis
3 3 (37.50%) Process Management
3 3 (37.50%) User Acceptance Testing
4 2 (25.00%) Data Modelling
4 2 (25.00%) Information Architecture
4 2 (25.00%) SOA
5 1 (12.50%) Data Architecture
5 1 (12.50%) Data Governance
5 1 (12.50%) Data Visualisation
5 1 (12.50%) Inmon Methodology
5 1 (12.50%) Logical Data Model
5 1 (12.50%) MapReduce
5 1 (12.50%) Process Improvement
Programming Languages
1 3 (37.50%) SQL
Quality Assurance & Compliance
1 2 (25.00%) QA
2 1 (12.50%) COBIT
Vendors
1 6 (75.00%) Oracle
2 4 (50.00%) SAP
3 2 (25.00%) Cognizant
3 2 (25.00%) Hyperion
3 2 (25.00%) Informatica
3 2 (25.00%) Tableau
3 2 (25.00%) Teradata
4 1 (12.50%) IBM
4 1 (12.50%) Talend
4 1 (12.50%) Vertica