Period
to 22 July 2018

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 22 July 2018 with a comparison to the same period in the previous 2 years.

Data Quality
Merseyside > Liverpool
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 50 77 72
Rank change year-on-year +27 -5 -
Permanent jobs citing Data Quality 19 6 14
As % of all permanent IT jobs advertised in Liverpool 2.79% 0.78% 1.71%
As % of the Quality Assurance & Compliance category 19.00% 8.57% 13.73%
Number of salaries quoted 14 5 5
Liverpool median annual salary £22,000 £30,000 £28,000
Median salary % change year-on-year -26.67% +7.14% -
10th Percentile £20,250 £28,200 £22,000
90th Percentile £43,100 £47,000 £34,500
Merseyside median annual salary £23,000 £30,000 £28,000
% change year-on-year -23.33% +7.14% -

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 100 70 102
As % of all permanent IT jobs advertised in Liverpool 14.68% 9.07% 12.42%
Number of salaries quoted 89 41 63
Liverpool median annual salary £40,000 £33,500 £37,500
Median salary % change year-on-year +19.40% -10.67% -3.85%
10th Percentile £23,400 £26,250 £23,000
90th Percentile £63,750 £57,500 £67,500
Merseyside median annual salary £40,000 £35,000 £37,500
% change year-on-year +14.29% -6.67% -6.25%

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 22 July 2018.

Salary histogram for Data Quality in Liverpool

For the 6 months to 22 July 2018, 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 14 (73.68%) Management Information System
1 14 (73.68%) Incident Management
1 14 (73.68%) Problem Management
2 13 (68.42%) Statistics
2 13 (68.42%) Service Management
2 13 (68.42%) Remedy
2 13 (68.42%) ITIL
3 12 (63.16%) Configuration Management
3 12 (63.16%) Problem-Solving
4 11 (57.89%) Windows Server
4 11 (57.89%) Skype for Business
4 11 (57.89%) Exchange Server 2010
4 11 (57.89%) Exchange Server 2013
4 11 (57.89%) Active Directory
4 11 (57.89%) Windows
4 11 (57.89%) SharePoint
4 11 (57.89%) MS Exchange
5 7 (36.84%) Risk Assessment
6 6 (31.58%) SharePoint 2013
7 5 (26.32%) Driving Licence
7 5 (26.32%) Security Cleared
7 5 (26.32%) Internet
8 4 (21.05%) Microsoft
8 4 (21.05%) Data Warehouse
8 4 (21.05%) SQL
9 3 (15.79%) SQL Server
9 3 (15.79%) Business Intelligence
9 3 (15.79%) SQL Server Integration Services
9 3 (15.79%) Agile Software Development
10 2 (10.53%) PowerShell

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 11 (57.89%) Exchange Server 2010
1 11 (57.89%) Exchange Server 2013
1 11 (57.89%) MS Exchange
1 11 (57.89%) SharePoint
1 11 (57.89%) Skype for Business
2 6 (31.58%) SharePoint 2013
Applications
1 2 (10.53%) Microsoft Excel
2 1 (5.26%) Microsoft Office
Business Applications
1 1 (5.26%) SAP ERP
Communications & Networking
1 5 (26.32%) Internet
2 1 (5.26%) SMS
Database & Business Intelligence
1 4 (21.05%) Data Warehouse
2 3 (15.79%) SQL Server
2 3 (15.79%) SQL Server Integration Services
3 2 (10.53%) OLAP
3 2 (10.53%) SQL Server 2014
3 2 (10.53%) SSDT
4 1 (5.26%) Big Data
4 1 (5.26%) InterSystems Cache
4 1 (5.26%) Oracle BI EE
4 1 (5.26%) Oracle BI Publisher
4 1 (5.26%) Oracle Database 12c
4 1 (5.26%) SQL Server Reporting Services
Development Applications
1 2 (10.53%) Octopus Deploy
1 2 (10.53%) Team Foundation Server
1 2 (10.53%) Visual Studio
General
1 2 (10.53%) Finance
Job Titles
1 8 (42.11%) Analyst
1 8 (42.11%) Service Desk Engineer
2 6 (31.58%) Service Analyst
2 6 (31.58%) Service Desk Analyst
3 5 (26.32%) 1st/2nd Line Support
3 5 (26.32%) 2nd Line Support
4 3 (15.79%) Developer
5 2 (10.53%) 1st/2nd Line Support Engineer
5 2 (10.53%) 1st/2nd Line Technical Support
5 2 (10.53%) 2nd Line Engineer
5 2 (10.53%) 2nd Line Support Engineer
5 2 (10.53%) 2nd Line Technical Support
5 2 (10.53%) 2nd Line Technical Support Engineer
5 2 (10.53%) ICT Support
5 2 (10.53%) ICT Support Engineer
5 2 (10.53%) Service Desk Support
5 2 (10.53%) SQL Developer
5 2 (10.53%) Support Engineer
5 2 (10.53%) Technical Engineer
5 2 (10.53%) Technical Support
Miscellaneous
1 14 (73.68%) Management Information System
2 5 (26.32%) Driving Licence
3 1 (5.26%) Analytical Skills
3 1 (5.26%) Data Centre
Operating Systems
1 11 (57.89%) Windows
1 11 (57.89%) Windows Server
Processes & Methodologies
1 14 (73.68%) Incident Management
1 14 (73.68%) Problem Management
2 13 (68.42%) ITIL
2 13 (68.42%) Service Management
2 13 (68.42%) Statistics
3 12 (63.16%) Configuration Management
3 12 (63.16%) Problem-Solving
4 7 (36.84%) Risk Assessment
5 3 (15.79%) Agile Software Development
5 3 (15.79%) Business Intelligence
6 2 (10.53%) Complex ETL
6 2 (10.53%) ETL
6 2 (10.53%) Mathematics
6 2 (10.53%) Scrum
6 2 (10.53%) Validation
7 1 (5.26%) Coaching
7 1 (5.26%) Kalman Filter
7 1 (5.26%) Mentoring
7 1 (5.26%) Performance Monitoring
7 1 (5.26%) Performance Tuning
Programming Languages
1 4 (21.05%) SQL
2 2 (10.53%) PowerShell
3 1 (5.26%) C
3 1 (5.26%) T-SQL
Qualifications
1 5 (26.32%) Security Cleared
Quality Assurance & Compliance
1 1 (5.26%) ISO/IEC 27001
1 1 (5.26%) SLA
System Software
1 11 (57.89%) Active Directory
Systems Management
1 2 (10.53%) Systems Management Server (SMS)
Vendors
1 13 (68.42%) Remedy
2 4 (21.05%) Microsoft
3 1 (5.26%) Oracle
3 1 (5.26%) SAP