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

Data Quality
Merseyside > Liverpool
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 48 73 66
Rank change year-on-year +25 -7 +10
Permanent jobs citing Data Quality 23 18 7
As % of all permanent IT jobs advertised in Liverpool 3.25% 1.82% 0.99%
As % of the Quality Assurance & Compliance category 19.83% 14.63% 5.98%
Number of salaries quoted 22 7 6
Liverpool median annual salary £30,250 £37,500 £30,000
Median salary % change year-on-year -19.33% +25.00% -25.00%
10th Percentile £24,000 £30,100 £27,500
90th Percentile £48,500 £51,250 £40,625
Merseyside median annual salary £30,000 £37,500 £40,000
% change year-on-year -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 116 123 117
As % of all permanent IT jobs advertised in Liverpool 16.41% 12.46% 16.48%
Number of salaries quoted 93 49 78
Liverpool median annual salary £37,500 £32,500 £36,750
Median salary % change year-on-year +15.38% -11.56% -8.13%
10th Percentile £26,250 £24,500 £27,050
90th Percentile £62,750 £50,000 £55,675
Merseyside median annual salary £38,000 £32,500 £37,500
% change year-on-year +16.92% -13.33% -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 January 2018.

Salary histogram for Data Quality in Liverpool

For the 6 months to 22 January 2018, 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 Liverpool region with a requirement for Data Quality.

1 10 (43.48%) Incident Management
1 10 (43.48%) Problem Management
2 8 (34.78%) Skype for Business
2 8 (34.78%) Exchange Server 2010
2 8 (34.78%) Exchange Server 2013
2 8 (34.78%) Windows Server
2 8 (34.78%) Statistics
2 8 (34.78%) SQL Server Reporting Services
2 8 (34.78%) Service Management
2 8 (34.78%) Management Information System
2 8 (34.78%) Remedy
2 8 (34.78%) Configuration Management
2 8 (34.78%) SharePoint
2 8 (34.78%) Active Directory
2 8 (34.78%) SQL
2 8 (34.78%) ITIL
2 8 (34.78%) Windows
2 8 (34.78%) MS Exchange
3 7 (30.43%) SMS
4 6 (26.09%) Business Intelligence
4 6 (26.09%) Data Warehouse
4 6 (26.09%) Risk Assessment
4 6 (26.09%) Driving Licence
4 6 (26.09%) Security Cleared
5 5 (21.74%) SQL Server Integration Services
5 5 (21.74%) SQL Server
5 5 (21.74%) Microsoft Excel
5 5 (21.74%) T-SQL
6 4 (17.39%) VBA
6 4 (17.39%) SAP

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 8 (34.78%) Exchange Server 2010
1 8 (34.78%) Exchange Server 2013
1 8 (34.78%) MS Exchange
1 8 (34.78%) SharePoint
1 8 (34.78%) Skype for Business
2 1 (4.35%) SharePoint 2013
Applications
1 5 (21.74%) Microsoft Excel
Business Applications
1 4 (17.39%) SAP ERP
Cloud Services
1 1 (4.35%) Microsoft Azure
Communications & Networking
1 7 (30.43%) SMS
2 4 (17.39%) Internet
Database & Business Intelligence
1 8 (34.78%) SQL Server Reporting Services
2 6 (26.09%) Data Warehouse
3 5 (21.74%) SQL Server
3 5 (21.74%) SQL Server Integration Services
4 3 (13.04%) Power BI
4 3 (13.04%) QlikView
5 2 (8.70%) Big Data
5 2 (8.70%) InterSystems Cache
5 2 (8.70%) Oracle BI EE
5 2 (8.70%) Oracle BI Publisher
5 2 (8.70%) Oracle Database 12c
6 1 (4.35%) Relational Database
6 1 (4.35%) SQL Server 2008
6 1 (4.35%) SQL Server Analysis Services
Development Applications
1 3 (13.04%) LSMW
General
1 1 (4.35%) Banking
1 1 (4.35%) Finance
1 1 (4.35%) Legal
Job Titles
1 10 (43.48%) Developer
2 5 (21.74%) 1st/2nd Line Support
2 5 (21.74%) 2nd Line Support
2 5 (21.74%) Service Desk Engineer
2 5 (21.74%) SQL Developer
3 4 (17.39%) Business Intelligence Developer
3 4 (17.39%) Database Developer
3 4 (17.39%) SQL Database Developer
3 4 (17.39%) SSRS Developer
4 3 (13.04%) Analyst
4 3 (13.04%) Service Analyst
4 3 (13.04%) Service Desk Analyst
4 3 (13.04%) Service Desk Support
4 3 (13.04%) SQL Server Developer
4 3 (13.04%) SSIS Developer
4 3 (13.04%) Support Engineer
4 3 (13.04%) T-SQL Developer
5 2 (8.70%) 2nd Line Engineer
5 2 (8.70%) ICT Engineer
5 2 (8.70%) ICT Support
Libraries, Frameworks & Software Standards
1 1 (4.35%) MDX
Miscellaneous
1 8 (34.78%) Management Information System
2 6 (26.09%) Driving Licence
3 4 (17.39%) Analytical Skills
4 3 (13.04%) NHS
Operating Systems
1 8 (34.78%) Windows
1 8 (34.78%) Windows Server
Processes & Methodologies
1 10 (43.48%) Incident Management
1 10 (43.48%) Problem Management
2 8 (34.78%) Configuration Management
2 8 (34.78%) ITIL
2 8 (34.78%) Service Management
2 8 (34.78%) Statistics
3 6 (26.09%) Business Intelligence
3 6 (26.09%) Risk Assessment
4 4 (17.39%) Data Reconciliation
4 4 (17.39%) ERP
5 3 (13.04%) Change Control
5 3 (13.04%) Data Analysis
5 3 (13.04%) Kimball Methodology
5 3 (13.04%) Stakeholder Management
6 2 (8.70%) Agile Software Development
6 2 (8.70%) Change Management
6 2 (8.70%) Data Modelling
6 2 (8.70%) Kalman Filter
6 2 (8.70%) Logistics
6 2 (8.70%) Performance Tuning
Programming Languages
1 8 (34.78%) SQL
2 5 (21.74%) T-SQL
3 4 (17.39%) VBA
4 1 (4.35%) Data Analysis Expressions (DAX)
Qualifications
1 6 (26.09%) Security Cleared
2 1 (4.35%) Degree
2 1 (4.35%) MCSA
2 1 (4.35%) MCSE
2 1 (4.35%) Microsoft Certification
Quality Assurance & Compliance
1 1 (4.35%) SLA
System Software
1 8 (34.78%) Active Directory
Vendors
1 8 (34.78%) Remedy
2 4 (17.39%) SAP
3 3 (13.04%) Cognos
4 2 (8.70%) Oracle
5 1 (4.35%) Trillium