Period
to 21 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Liverpool 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 6 months to 21 January 2019 with a comparison to the same period in the previous 2 years.

Data Quality
Merseyside > Liverpool
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 55 46 73
Rank change year-on-year -9 +27 -9
Permanent jobs citing Data Quality 6 22 20
As % of all permanent IT jobs advertised in Liverpool 1.08% 3.15% 2.01%
As % of the Quality Assurance & Compliance category 8.00% 19.13% 15.87%
Number of salaries quoted 5 21 8
Liverpool median annual salary £22,500 £30,500 £37,500
Median salary % change year-on-year -26.23% -18.67% +25.00%
10th Percentile £21,750 £24,000 £31,325
90th Percentile £52,700 £48,500 £51,250
Merseyside median annual salary £23,000 £30,000 £37,500
% change year-on-year -23.33% -20.00% -6.25%

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

All Quality Assurance and Compliance Skills
Liverpool
Permanent vacancies with a requirement for quality assurance or compliance skills 75 115 126
As % of all permanent IT jobs advertised in Liverpool 13.54% 16.48% 12.65%
Number of salaries quoted 61 92 50
Liverpool median annual salary £41,500 £37,500 £32,500
Median salary % change year-on-year +10.67% +15.38% -11.56%
10th Percentile £21,750 £26,250 £24,500
90th Percentile £60,000 £63,250 £50,000
Merseyside median annual salary £40,349 £39,000 £32,500
% change year-on-year +3.46% +20.00% -13.33%

Data Quality
Job Vacancy Trend in Liverpool

Job postings citing Data Quality as a percentage of all IT jobs advertised in Liverpool.

Job vacancy trend for Data Quality in Liverpool

Data Quality
Salary Trend in Liverpool

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

Salary trend for Data Quality in Liverpool

Data Quality
Salary Histogram in Liverpool

The salary distribution of IT jobs citing Data Quality in Liverpool over the 6 months to 21 January 2019.

Salary histogram for Data Quality in Liverpool

For the 6 months to 21 January 2019, IT jobs citing Data Quality also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Liverpool region with a requirement for Data Quality.

1 5 (83.33%) Problem-Solving
2 4 (66.67%) Windows Server
2 4 (66.67%) Incident Management
2 4 (66.67%) Statistics
2 4 (66.67%) Problem Management
2 4 (66.67%) Security Cleared
2 4 (66.67%) Skype for Business
2 4 (66.67%) ITIL
2 4 (66.67%) Windows
2 4 (66.67%) SharePoint
2 4 (66.67%) Active Directory
2 4 (66.67%) Configuration Management
2 4 (66.67%) Management Information System
2 4 (66.67%) Service Management
2 4 (66.67%) Risk Assessment
3 3 (50.00%) Remedy
3 3 (50.00%) e-Learning
3 3 (50.00%) MS Exchange
3 3 (50.00%) Microsoft Office
3 3 (50.00%) Exchange Server 2010
3 3 (50.00%) Office 365
3 3 (50.00%) Exchange Server 2013
3 3 (50.00%) Performance Monitoring
3 3 (50.00%) Driving Licence
3 3 (50.00%) Virgin Media
3 3 (50.00%) Decision-Making
4 1 (16.67%) Multithreaded Programming
4 1 (16.67%) Contract Negotiation
4 1 (16.67%) SQL Server 2014
4 1 (16.67%) Complex ETL

Data Quality
Co-occurring IT Skills in Liverpool 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 4 (66.67%) SharePoint
1 4 (66.67%) Skype for Business
2 3 (50.00%) Exchange Server 2010
2 3 (50.00%) Exchange Server 2013
2 3 (50.00%) MS Exchange
Applications
1 3 (50.00%) Microsoft Office
Cloud Services
1 3 (50.00%) Office 365
Communications & Networking
1 1 (16.67%) Internet
Database & Business Intelligence
1 1 (16.67%) Data Warehouse
1 1 (16.67%) OLAP
1 1 (16.67%) SQL Server
1 1 (16.67%) SQL Server 2014
1 1 (16.67%) SQL Server Integration Services
1 1 (16.67%) SSDT
Development Applications
1 1 (16.67%) Octopus Deploy
1 1 (16.67%) Team Foundation Server
1 1 (16.67%) Visual Studio
General
1 1 (16.67%) Manufacturing
Job Titles
1 4 (66.67%) ICT Engineer
1 4 (66.67%) Service Desk Engineer
2 1 (16.67%) Delivery Manager
2 1 (16.67%) Developer
2 1 (16.67%) IT Manager
2 1 (16.67%) SQL Developer
2 1 (16.67%) Technical Engineer
Miscellaneous
1 4 (66.67%) Management Information System
2 3 (50.00%) Driving Licence
2 3 (50.00%) e-Learning
3 1 (16.67%) Analytical Skills
Operating Systems
1 4 (66.67%) Windows
1 4 (66.67%) Windows Server
Processes & Methodologies
1 5 (83.33%) Problem-Solving
2 4 (66.67%) Configuration Management
2 4 (66.67%) Incident Management
2 4 (66.67%) ITIL
2 4 (66.67%) Problem Management
2 4 (66.67%) Risk Assessment
2 4 (66.67%) Service Management
2 4 (66.67%) Statistics
3 3 (50.00%) Decision-Making
3 3 (50.00%) Performance Monitoring
4 1 (16.67%) Agile Software Development
4 1 (16.67%) Complex ETL
4 1 (16.67%) Contract Negotiation
4 1 (16.67%) Logistics
4 1 (16.67%) Mentoring
4 1 (16.67%) Multithreaded Programming
4 1 (16.67%) Multithreading
4 1 (16.67%) Procure-to-Pay
4 1 (16.67%) Quality Management
4 1 (16.67%) Stakeholder Engagement
Programming Languages
1 1 (16.67%) PowerShell
1 1 (16.67%) SQL
Qualifications
1 4 (66.67%) Security Cleared
2 1 (16.67%) Degree
2 1 (16.67%) PMI Certification
2 1 (16.67%) PMP
2 1 (16.67%) SC Cleared
System Software
1 4 (66.67%) Active Directory
Systems Management
1 1 (16.67%) Systems Management Server (SMS)
Vendors
1 3 (50.00%) Remedy
1 3 (50.00%) Virgin Media
2 1 (16.67%) JD Edwards
2 1 (16.67%) Microsoft
2 1 (16.67%) SAP