The following table provides summary statistics for permanent job vacancies advertised in Cheshire with a requirement for Data Quality skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Quality over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Quality
North West / Cheshire
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 90 97 116
Rank change year-on-year +7 +19  
Permanent jobs citing Data Quality 6 5 9
As % of all permanent IT jobs advertised in Cheshire 0.56% 0.38% 0.51%
As % of the Quality Assurance & Compliance category 5.61% 3.11% 4.19%
Number of salaries quoted 5 3 4
Median salary £37,500 £37,000 £48,750
Median salary % change year-on-year +1.35% -24.10%  
90% offered a salary of more than £35,000 £37,000 £35,200
10% offered a salary of more than £53,500 £37,000 £52,500
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year -5.55% -  

Data Quality is in the quality assurance and compliance skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cheshire with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills
Cheshire
Permanent job vacancies with a requirement for quality assurance and compliance skills 107 161 215
As % of all permanent IT job vacancies advertised in Cheshire 9.94% 12.19% 12.22%
Number of salaries quoted 65 115 156
Median salary £35,000 £38,625 £42,500
Median salary % change year-on-year -9.38% -9.11%  
90% offered a salary of more than £22,000 £25,000 £25,000
10% offered a salary of more than £65,000 £52,500 £55,000
UK excluding London median salary £42,500 £44,000 £42,500
% change year-on-year -3.40% +3.52%  

Data Quality
Job Vacancy Trend in Cheshire

The job posting trend of jobs advertised in Cheshire citing Data Quality as a proportion of all permanent or contract IT jobs with a match in the Quality Assurance & Compliance category.

Job vacancy trend for Data Quality 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 in Cheshire.

Salary trend for Data Quality in Cheshire

Data Quality
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Data Quality in Cheshire over the 3 months to 28 March 2017.

Salary histogram for Data Quality 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 28 March 2017. 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 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 - 4 £35,000 - 1
Ellesmere Port - 1 £37,500 -
Wilmslow - 1 £62,500 - 1
Data Quality
North West

Data Quality
Top 30 Co-occurring IT Skills in Cheshire

For the 6 months to 28 March 2017, 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 14 (63.64%) Degree
2 13 (59.09%) Analytical Skills
3 12 (54.55%) Finance
3 12 (54.55%) Stakeholder Management
4 10 (45.45%) Benchmarking
4 10 (45.45%) Change Management
4 10 (45.45%) Management Information System
4 10 (45.45%) Risk Management
4 10 (45.45%) Billing
4 10 (45.45%) MS PowerPoint
4 10 (45.45%) Cost Transparency
5 7 (31.82%) Business Intelligence
6 6 (27.27%) Microsoft
6 6 (27.27%) SQL
7 5 (22.73%) Data Warehouse
7 5 (22.73%) SPSS
7 5 (22.73%) SAS
7 5 (22.73%) Statistical Analysis
7 5 (22.73%) R
8 4 (18.18%) Teradata
8 4 (18.18%) Validation
8 4 (18.18%) ETL
8 4 (18.18%) Data Modelling
8 4 (18.18%) SQL Server
8 4 (18.18%) Power BI
8 4 (18.18%) Analytics
9 3 (13.64%) Machine Learning
9 3 (13.64%) Tableau
9 3 (13.64%) Relational Database
9 3 (13.64%) Bayesian Methods

Data Quality
Co-occurring 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 5 (22.73%) SAS
Applications
1 10 (45.45%) MS PowerPoint
2 5 (22.73%) SPSS
3 3 (13.64%) MS Excel
3 3 (13.64%) Stata
4 2 (9.09%) MS Office
5 1 (4.55%) MS Visio
Business Applications
1 2 (9.09%) Dynamics CRM
1 2 (9.09%) FastStats
Cloud Services
1 2 (9.09%) Microsoft Azure
Communications & Networking
1 1 (4.55%) IMAP
Database & Business Intelligence
1 5 (22.73%) Data Warehouse
2 4 (18.18%) Power BI
2 4 (18.18%) SQL Server
3 3 (13.64%) Data Mining
3 3 (13.64%) Relational Database
4 2 (9.09%) Azure SQL Database
4 2 (9.09%) SAS EBI
4 2 (9.09%) SQL Server Analysis Services
4 2 (9.09%) SQL Server Integration Services
4 2 (9.09%) SQL Server Reporting Services
General
1 12 (54.55%) Finance
2 10 (45.45%) Billing
3 1 (4.55%) Advertising
Job Titles
1 10 (45.45%) Commercial Manager
2 5 (22.73%) Developer
3 3 (13.64%) Data Manager
4 2 (9.09%) Analyst
4 2 (9.09%) Data Quality Manager
4 2 (9.09%) Data Warehouse Developer
4 2 (9.09%) Database Developer
4 2 (9.09%) Quality Manager
4 2 (9.09%) Senior Analyst
5 1 (4.55%) Administrator
5 1 (4.55%) Analyst Developer
5 1 (4.55%) Data Analyst
5 1 (4.55%) Report Manager
5 1 (4.55%) Senior Analyst Developer
5 1 (4.55%) Senior Data Analyst
5 1 (4.55%) Senior Developer
5 1 (4.55%) Senior SQL Developer
5 1 (4.55%) Senior Statistical Analyst
5 1 (4.55%) SQL Developer
5 1 (4.55%) Statistical Analyst
Miscellaneous
1 13 (59.09%) Analytical Skills
2 10 (45.45%) Management Information System
3 3 (13.64%) Computer Science
Processes & Methodologies
1 12 (54.55%) Stakeholder Management
2 10 (45.45%) Benchmarking
2 10 (45.45%) Change Management
2 10 (45.45%) Cost Transparency
2 10 (45.45%) Risk Management
3 7 (31.82%) Business Intelligence
4 5 (22.73%) Statistical Analysis
5 4 (18.18%) Analytics
5 4 (18.18%) Data Modelling
5 4 (18.18%) ETL
5 4 (18.18%) Validation
6 3 (13.64%) Bayesian Methods
6 3 (13.64%) Data Validation
6 3 (13.64%) Economics
6 3 (13.64%) Hidden Markov Model
6 3 (13.64%) Machine Learning
6 3 (13.64%) Neural Network
6 3 (13.64%) Statistics
6 3 (13.64%) Structural Equation Modelling
6 3 (13.64%) Time Series Forecasting
Programming Languages
1 6 (27.27%) SQL
2 5 (22.73%) R
3 3 (13.64%) MATLAB
3 3 (13.64%) Python
3 3 (13.64%) VBA
Qualifications
1 14 (63.64%) Degree
Quality Assurance & Compliance
1 1 (4.55%) Solvency II
Vendors
1 6 (27.27%) Microsoft
2 4 (18.18%) Teradata
3 3 (13.64%) Tableau
4 2 (9.09%) Salesforce.com
Chester, Cheshire
Oscar
Salary: £40000 - £45000 per annum + Benefits
Posted: 18 hours ago
Cheshire
Robert Walters UK
Salary: £60000 - £80000 per annum
Posted: 12 days ago
Wilmslow, Cheshire
RecruitmentRevolution.com Limited
Salary: £30,000 per annum + benefits
Posted: 3 days ago