The table below looks at the statistics for Data Quality skills in IT jobs advertised for the Liverpool region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 56 53 48
Rank change year-on-year
-3 -5
Permanent jobs citing Data Quality 11 1 2
As % of all permanent IT jobs located in Liverpool 2.00% 0.28% 0.55%
As % of the Quality Assurance & Compliance category 19.30% 1.69% 4.08%
Number of salaries quoted 1 1 1
Median salary £23,500 £47,500 £40,000
Median salary % change year-on-year
-50.52% +18.75%
UK excluding London median salary £45,000 £45,000 £45,000
Data Quality
Merseyside

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 Liverpool region.

Quality Assurance & Compliance Category
Liverpool
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
57 59 49
As % of all permanent IT jobs located in Liverpool 10.34% 16.30% 13.50%
Number of salaries quoted 18 32 33
Median salary £32,500 £42,500 £47,500
Median salary % change year-on-year
-23.52% -10.52%
90% offered a salary of more than £24,550 £28,300 £32,500
10% offered a salary of more than £45,750 £57,500 £55,000
UK excluding London median salary £43,500 £44,000 £42,000
% change year-on-year
-1.13% +4.76%

Data Quality
Jobs Demand Trend in Liverpool

The demand trend of job ads across the Liverpool 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 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 across the Liverpool region.

Data Quality Salary Trend in Liverpool

Data Quality
Top 30 Related IT Skills in Liverpool

For the 6 months to 11 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 Liverpool region with a requirement for Data Quality.

1 12 (57.14%) ITIL
2 10 (47.62%) Data Modelling
3 9 (42.86%) Big Data
3 9 (42.86%) Data Acquisition
4 8 (38.10%) Data Warehouse
4 8 (38.10%) Business Intelligence
5 6 (28.57%) SharePoint
5 6 (28.57%) Finance
5 6 (28.57%) SQL Server
5 6 (28.57%) Data Mining
5 6 (28.57%) Microsoft
5 6 (28.57%) SQL Server Integration Services
6 5 (23.81%) QlikView
6 5 (23.81%) ITIL V3
6 5 (23.81%) Release Management
6 5 (23.81%) Data Architecture
6 5 (23.81%) SAP
6 5 (23.81%) SQL
6 5 (23.81%) BusinessObjects Business Intelligence
7 4 (19.05%) Change Management
7 4 (19.05%) Master Data Management
7 4 (19.05%) Enterprise Data Management
7 4 (19.05%) Data Management
8 3 (14.29%) Legal
8 3 (14.29%) Incident Management
8 3 (14.29%) SQL Server Reporting Services
8 3 (14.29%) Banking
8 3 (14.29%) Office 365
8 3 (14.29%) Skype for Business
8 3 (14.29%) Exchange Server 2010

Data Quality
Top Related 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 6 (28.57%) SharePoint
2 3 (14.29%) Exchange Server 2010
2 3 (14.29%) Exchange Server 2013
2 3 (14.29%) MS Exchange
2 3 (14.29%) Skype for Business
3 2 (9.52%) GroupWise
3 2 (9.52%) SharePoint 2013
Cloud Services
1 3 (14.29%) Office 365
Database & Business Intelligence
1 9 (42.86%) Big Data
2 8 (38.10%) Data Warehouse
3 6 (28.57%) Data Mining
3 6 (28.57%) SQL Server
3 6 (28.57%) SQL Server Integration Services
4 5 (23.81%) BusinessObjects Business Intelligence
4 5 (23.81%) QlikView
5 3 (14.29%) SQL Server Reporting Services
6 2 (9.52%) Power BI
7 1 (4.76%) MongoDB
General
1 6 (28.57%) Finance
2 3 (14.29%) Banking
2 3 (14.29%) Legal
3 1 (4.76%) Law
Job Titles
1 7 (33.33%) Analyst
2 6 (28.57%) Architect
2 6 (28.57%) Data Architect
3 5 (23.81%) Senior Architect
3 5 (23.81%) Senior Data Architect
4 4 (19.05%) Head of Data Management
5 3 (14.29%) Business Intelligence Analyst
6 2 (9.52%) Data Warehouse Analyst
6 2 (9.52%) Service Desk Engineer
7 1 (4.76%) Banking Analyst
7 1 (4.76%) DBA
7 1 (4.76%) ITIL Service Analyst
7 1 (4.76%) ITIL Service Desk Analyst
7 1 (4.76%) Service Analyst
7 1 (4.76%) Service Desk Analyst
7 1 (4.76%) SQL Analyst
7 1 (4.76%) SQL DBA
Miscellaneous
1 2 (9.52%) Management Information System
1 2 (9.52%) Statistics
Operating Systems
1 3 (14.29%) Windows
1 3 (14.29%) Windows Server
Processes & Methodologies
1 12 (57.14%) ITIL
2 10 (47.62%) Data Modelling
3 9 (42.86%) Data Acquisition
4 8 (38.10%) Business Intelligence
5 5 (23.81%) Data Architecture
5 5 (23.81%) ITIL V3
5 5 (23.81%) Release Management
6 4 (19.05%) Change Management
6 4 (19.05%) Data Management
6 4 (19.05%) Enterprise Data Management
6 4 (19.05%) Master Data Management
7 3 (14.29%) ETL
7 3 (14.29%) Incident Management
7 3 (14.29%) Service Management
8 2 (9.52%) Business Transformation
8 2 (9.52%) Performance Monitoring
8 2 (9.52%) Problem Management
8 2 (9.52%) Risk Assessment
8 2 (9.52%) Root Cause Analysis
8 2 (9.52%) Supplier Management
Programming Languages
1 5 (23.81%) SQL
2 1 (4.76%) T-SQL
Qualifications
1 1 (4.76%) ITIL Certification
Quality Assurance & Compliance
1 2 (9.52%) SLA
System Software
1 3 (14.29%) Active Directory
2 2 (9.52%) NDS
2 2 (9.52%) NetIQ eDirectory
Vendors
1 6 (28.57%) Microsoft
2 5 (23.81%) SAP
3 3 (14.29%) Remedy
4 1 (4.76%) Salesforce.com