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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 77 99 107
Rank change year-on-year
+22 +8
Permanent jobs citing Data Quality 24 9 26
As % of all permanent IT jobs located in Cheshire 2.11% 0.63% 1.38%
As % of the Quality Assurance & Compliance category 15.19% 7.44% 10.44%
Number of salaries quoted 11 5 22
Median salary £34,000 £42,500 £40,000
Median salary % change year-on-year
-20.00% +6.25%
90% offered a salary of more than £32,500 £30,500 £32,500
10% offered a salary of more than £42,500 £84,000 £48,400
UK excluding London median salary £45,000 £45,000 £45,000
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
158 121 249
As % of all permanent IT jobs located in Cheshire 13.87% 8.52% 13.21%
Number of salaries quoted 112 107 213
Median salary £32,500 £42,500 £42,500
Median salary % change year-on-year
-23.52% -
90% offered a salary of more than £21,000 £29,850 £25,000
10% offered a salary of more than £60,000 £70,000 £60,000
UK excluding London median salary £44,500 £44,000 £41,500
% change year-on-year
+1.13% +6.02%

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 7 December 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 7 December 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 - 13 - -
Chester +5 5 £42,500 +39.34% 1
Wilmslow - 2 £32,091 -
Macclesfield - 1 £34,000 -
Data Quality
North West

Data Quality
Top 30 Related IT Skills in Cheshire

For the 6 months to 7 December 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 25 (55.56%) Analytical Skills
2 24 (53.33%) Finance
3 20 (44.44%) Degree
3 20 (44.44%) Analytics
4 18 (40.00%) SQL
4 18 (40.00%) ETL
4 18 (40.00%) Management Information System
5 14 (31.11%) Risk Management
5 14 (31.11%) Stakeholder Management
5 14 (31.11%) Data Modelling
5 14 (31.11%) Business Intelligence
5 14 (31.11%) MS PowerPoint
6 13 (28.89%) Billing
6 13 (28.89%) Data Management
6 13 (28.89%) Benchmarking
6 13 (28.89%) Change Management
7 12 (26.67%) Statistical Analysis
7 12 (26.67%) Unit Testing
8 11 (24.44%) Cost Transparency
8 11 (24.44%) Teradata
9 10 (22.22%) Ab Initio
9 10 (22.22%) Data Warehouse
10 8 (17.78%) SQL Server
11 7 (15.56%) Validation
11 7 (15.56%) Banking
11 7 (15.56%) Retail
11 7 (15.56%) Mathematics
11 7 (15.56%) Data Analysis
11 7 (15.56%) Data Integration
12 6 (13.33%) Monte Carlo Method

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 6 (13.33%) SAS
Applications
1 14 (31.11%) MS PowerPoint
2 6 (13.33%) MS Visio
2 6 (13.33%) SPSS
2 6 (13.33%) Stata
3 4 (8.89%) MS Excel
4 3 (6.67%) MS Office
Cloud Services
1 6 (13.33%) Microsoft Azure
Database & Business Intelligence
1 10 (22.22%) Data Warehouse
2 8 (17.78%) SQL Server
3 6 (13.33%) Data Mining
3 6 (13.33%) Relational Database
3 6 (13.33%) SQL Server Integration Services
3 6 (13.33%) SQL Server Reporting Services
4 5 (11.11%) Power BI
4 5 (11.11%) SQL Server Analysis Services
5 4 (8.89%) Azure SQL Database
6 3 (6.67%) Big Data
7 1 (2.22%) Qlik Sense
7 1 (2.22%) QlikView
7 1 (2.22%) SQL Server 2005
7 1 (2.22%) SQL Server 2008
Development Applications
1 1 (2.22%) Talend Open Studio
General
1 24 (53.33%) Finance
2 13 (28.89%) Billing
3 7 (15.56%) Banking
3 7 (15.56%) Retail
4 5 (11.11%) Retail Banking
5 1 (2.22%) Financial Institution
Job Titles
1 14 (31.11%) Developer
2 13 (28.89%) Commercial Manager
3 9 (20.00%) Analyst
4 8 (17.78%) Data Analyst
5 6 (13.33%) Ab Initio Developer
5 6 (13.33%) Designer
6 5 (11.11%) Business Data Analyst
6 5 (11.11%) Database Developer
7 3 (6.67%) Data Warehouse Developer
7 3 (6.67%) Senior Statistician
7 3 (6.67%) Statistician
8 2 (4.44%) Administrator
8 2 (4.44%) Banking Analyst
8 2 (4.44%) Procurement Analyst
9 1 (2.22%) Consultant
9 1 (2.22%) Data Consultant
9 1 (2.22%) ETL Developer
9 1 (2.22%) Governance Consultant
9 1 (2.22%) Senior Analyst
9 1 (2.22%) Statistical Analyst
Miscellaneous
1 25 (55.56%) Analytical Skills
2 18 (40.00%) Management Information System
3 7 (15.56%) Data Integration
3 7 (15.56%) Mathematics
4 6 (13.33%) Computer Science
4 6 (13.33%) Economics
4 6 (13.33%) Neural Network
4 6 (13.33%) Statistics
5 5 (11.11%) Reference Data
6 1 (2.22%) Data Extraction
6 1 (2.22%) Driving Licence
6 1 (2.22%) Linked Data
6 1 (2.22%) Visualisation
Processes & Methodologies
1 20 (44.44%) Analytics
2 18 (40.00%) ETL
3 14 (31.11%) Business Intelligence
3 14 (31.11%) Data Modelling
3 14 (31.11%) Risk Management
3 14 (31.11%) Stakeholder Management
4 13 (28.89%) Benchmarking
4 13 (28.89%) Change Management
4 13 (28.89%) Data Management
5 12 (26.67%) Statistical Analysis
5 12 (26.67%) Unit Testing
6 11 (24.44%) Cost Transparency
7 7 (15.56%) Data Analysis
7 7 (15.56%) Validation
8 6 (13.33%) Agile Software Development
8 6 (13.33%) Bayesian Methods
8 6 (13.33%) Data Lineage
8 6 (13.33%) Hidden Markov Model
8 6 (13.33%) Performance Tuning
8 6 (13.33%) Time Series Forecasting
Programming Languages
1 18 (40.00%) SQL
2 6 (13.33%) MATLAB
2 6 (13.33%) Python
2 6 (13.33%) R
2 6 (13.33%) VBA
3 1 (2.22%) T-SQL
Qualifications
1 20 (44.44%) Degree
Quality Assurance & Compliance
1 1 (2.22%) QA
Systems Management
1 6 (13.33%) Control-M
Vendors
1 11 (24.44%) Teradata
2 10 (22.22%) Ab Initio
3 6 (13.33%) Microsoft
4 5 (11.11%) GoldenSource
5 4 (8.89%) Informatica
5 4 (8.89%) Netezza
6 2 (4.44%) Cognizant
6 2 (4.44%) Tableau
7 1 (2.22%) Talend
7 1 (2.22%) Vertica
Chester, Cheshire
Applause IT Innovation
Salary: £36000 - £43000 per annum + + Great Benefits
Posted: 6 days ago