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 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 75 109 107
Rank change year-on-year
+34 -2
Permanent jobs citing Data Quality 21 17 26
As % of all permanent IT jobs located in Cheshire 1.87% 1.00% 1.36%
As % of the Quality Assurance & Compliance category 16.41% 10.69% 12.50%
Number of salaries quoted 19 7 22
Median salary £55,000 £40,000 £40,000
Median salary % change year-on-year
+37.50% -
90% offered a salary of more than £29,000 £29,300 £32,000
10% offered a salary of more than £59,000 £43,500 £54,000
UK excluding London median salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
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
128 159 208
As % of all permanent IT jobs located in Cheshire 11.41% 9.39% 10.89%
Number of salaries quoted 106 120 163
Median salary £35,000 £40,000 £35,000
Median salary % change year-on-year
-12.50% +14.28%
90% offered a salary of more than £27,500 £21,600 £25,000
10% offered a salary of more than £62,000 £54,000 £57,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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
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 30 August 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 median salaries quoted in IT jobs citing Data Quality within the Cheshire region over the 3 months to 30 August 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
Knutsford - 4 £55,000 -
Chester +13 3 £42,500 - 2
Warrington +7 2 £29,500 -20.27%
Crewe - 1 £33,000 -
Wilmslow - 1 £21,000 -
Data Quality
North West

Data Quality
Top 30 Related IT Skills in Cheshire

For the 6 months to 30 August 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 17 (70.83%) SQL
1 17 (70.83%) ETL
2 16 (66.67%) Analytics
3 13 (54.17%) Data Management
4 11 (45.83%) Data Modelling
4 11 (45.83%) Business Intelligence
5 10 (41.67%) Ab Initio
5 10 (41.67%) Analytical Skills
6 8 (33.33%) Finance
6 8 (33.33%) Agile Software Development
6 8 (33.33%) Banking
6 8 (33.33%) Unit Testing
6 8 (33.33%) Root Cause Analysis
7 7 (29.17%) Teradata
7 7 (29.17%) Data Analysis
7 7 (29.17%) Data Warehouse
8 6 (25.00%) Management Information System
8 6 (25.00%) Control-M
8 6 (25.00%) Performance Tuning
8 6 (25.00%) Data Lineage
9 5 (20.83%) Operational Acceptance Testing
9 5 (20.83%) SDLC
9 5 (20.83%) Reference Data
9 5 (20.83%) GoldenSource
9 5 (20.83%) Data Mapping
9 5 (20.83%) Retail
9 5 (20.83%) Retail Banking
9 5 (20.83%) Informatica
9 5 (20.83%) MS Visio
10 4 (16.67%) Quality Management

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 2 (8.33%) SAS
Applications
1 5 (20.83%) MS Visio
2 2 (8.33%) MS Excel
2 2 (8.33%) SPSS
2 2 (8.33%) Stata
3 1 (4.17%) MS Office
3 1 (4.17%) MS PowerPoint
Cloud Services
1 1 (4.17%) Microsoft Azure
Database & Business Intelligence
1 7 (29.17%) Data Warehouse
2 4 (16.67%) Big Data
3 3 (12.50%) SQL Server
3 3 (12.50%) SQL Server Integration Services
3 3 (12.50%) SQL Server Reporting Services
4 2 (8.33%) Data Mining
4 2 (8.33%) Power BI
4 2 (8.33%) Relational Database
4 2 (8.33%) SQL Server Analysis Services
5 1 (4.17%) Azure SQL Database
5 1 (4.17%) Qlik Sense
5 1 (4.17%) QlikView
5 1 (4.17%) SQL Server 2005
5 1 (4.17%) SQL Server 2008
Development Applications
1 3 (12.50%) Talend Open Studio
General
1 8 (33.33%) Banking
1 8 (33.33%) Finance
2 5 (20.83%) Retail
2 5 (20.83%) Retail Banking
3 1 (4.17%) Corporate Banking
Job Titles
1 10 (41.67%) Analyst
1 10 (41.67%) Data Analyst
2 9 (37.50%) Developer
3 6 (25.00%) Ab Initio Developer
3 6 (25.00%) Designer
4 5 (20.83%) Business Data Analyst
5 3 (12.50%) Business Intelligence Analyst
5 3 (12.50%) Business Intelligence Data Analyst
6 2 (8.33%) Banking Analyst
6 2 (8.33%) Data Warehouse Developer
6 2 (8.33%) Procurement Analyst
6 2 (8.33%) Senior Statistician
6 2 (8.33%) Statistician
7 1 (4.17%) Administrator
7 1 (4.17%) Data Scientist
7 1 (4.17%) Data Steward
7 1 (4.17%) Database Developer
7 1 (4.17%) ETL Developer
7 1 (4.17%) Report Writer
7 1 (4.17%) Teradata Developer
Miscellaneous
1 10 (41.67%) Analytical Skills
2 6 (25.00%) Management Information System
3 5 (20.83%) Reference Data
4 4 (16.67%) Data Integration
5 3 (12.50%) Mathematics
6 2 (8.33%) Computer Science
6 2 (8.33%) Economics
6 2 (8.33%) Neural Network
6 2 (8.33%) Statistics
7 1 (4.17%) Data Extraction
7 1 (4.17%) Driving Licence
7 1 (4.17%) Linked Data
7 1 (4.17%) Visualisation
Processes & Methodologies
1 17 (70.83%) ETL
2 16 (66.67%) Analytics
3 13 (54.17%) Data Management
4 11 (45.83%) Business Intelligence
4 11 (45.83%) Data Modelling
5 8 (33.33%) Agile Software Development
5 8 (33.33%) Root Cause Analysis
5 8 (33.33%) Unit Testing
6 7 (29.17%) Data Analysis
7 6 (25.00%) Data Lineage
7 6 (25.00%) Performance Tuning
8 5 (20.83%) Data Mapping
8 5 (20.83%) Operational Acceptance Testing
8 5 (20.83%) SDLC
9 4 (16.67%) Information Management
9 4 (16.67%) Logical Data Model
9 4 (16.67%) Quality Management
9 4 (16.67%) Statistical Analysis
10 3 (12.50%) Data Stewardship
10 3 (12.50%) Validation
Programming Languages
1 17 (70.83%) SQL
2 2 (8.33%) MATLAB
2 2 (8.33%) Python
2 2 (8.33%) R
2 2 (8.33%) VBA
3 1 (4.17%) T-SQL
Qualifications
1 3 (12.50%) Degree
Quality Assurance & Compliance
1 3 (12.50%) QA
Systems Management
1 6 (25.00%) Control-M
Vendors
1 10 (41.67%) Ab Initio
2 7 (29.17%) Teradata
3 5 (20.83%) GoldenSource
3 5 (20.83%) Informatica
4 4 (16.67%) Netezza
4 4 (16.67%) Tableau
5 3 (12.50%) Cognizant
5 3 (12.50%) Talend
5 3 (12.50%) Vertica
6 1 (4.17%) Microsoft
Chester, Cheshire
Applause IT Innovation
Salary: £35000 - £55000 per annum + + Great Benefits
Posted: 5 days ago
Chester
Applause IT Ltd
Salary: £35000 - £55000 per annum + + Great Benefits
Posted: 12 days ago