Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North East 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
England > North East
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 78 106 118
Rank change year-on-year +28 +12 -12
Permanent jobs citing Data Quality 35 11 5
As % of all permanent IT jobs advertised in the North East 2.50% 0.73% 0.32%
As % of the Quality Assurance & Compliance category 15.28% 6.29% 3.57%
Number of salaries quoted 22 8 4
North East median annual salary £48,750 £39,500 £56,250
Median salary % change year-on-year +23.42% -29.78% +40.63%
10th Percentile £22,363 £30,175 £26,775
90th Percentile £71,250 £76,250 £63,525
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -1.96%

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 the North East with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
North East
Permanent vacancies with a requirement for quality assurance or compliance skills 229 175 140
As % of all permanent IT jobs advertised in the North East 16.35% 11.56% 9.03%
Number of salaries quoted 190 135 111
North East median annual salary £42,500 £37,500 £40,000
Median salary % change year-on-year +13.33% -6.25% +11.11%
10th Percentile £21,250 £26,100 £24,500
90th Percentile £70,250 £66,500 £57,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Quality
Job Vacancy Trend in the North East

Job postings citing Data Quality as a percentage of all IT jobs advertised in the North East.

Job vacancy trend for Data Quality in the North East

Data Quality
Salary Trend in the North East

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

Salary trend for Data Quality in the North East

Data Quality
Salary Histogram in the North East

The salary distribution of IT jobs citing Data Quality in the North East over the 6 months to 24 November 2017.

Salary histogram for Data Quality in the North East

Data Quality
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the North East region over the 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Durham +13 27 £57,000 +70.15% 2
Tyne and Wear +14 8 £36,500 -18.89%
Data Quality
England

For the 6 months to 24 November 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 North East region with a requirement for Data Quality.

1 28 (80.00%) Business Intelligence
2 26 (74.29%) Data Management
3 25 (71.43%) Service Delivery
4 23 (65.71%) Finance
5 22 (62.86%) Risk Management
5 22 (62.86%) Project Management
6 21 (60.00%) CISM
6 21 (60.00%) CISSP
6 21 (60.00%) SAP
6 21 (60.00%) Electronics
6 21 (60.00%) Telecoms
6 21 (60.00%) Legal
6 21 (60.00%) Manufacturing
6 21 (60.00%) CCSA
6 21 (60.00%) Risk Assessment
6 21 (60.00%) Information Security
6 21 (60.00%) Programme Management
6 21 (60.00%) Marketing
6 21 (60.00%) ISO/IEC 27001
6 21 (60.00%) Digital Marketing
6 21 (60.00%) PCI DSS
6 21 (60.00%) Data Architecture
6 21 (60.00%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 9 (25.71%) Information Governance
8 6 (17.14%) SQL Server
9 5 (14.29%) Microsoft
9 5 (14.29%) Microsoft Excel
9 5 (14.29%) Analytics
9 5 (14.29%) Tableau
10 4 (11.43%) QlikView

Data Quality
Co-occurring IT Skills in the North East 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 2 (5.71%) SAS
2 1 (2.86%) BizTalk Server
2 1 (2.86%) SharePoint
Applications
1 5 (14.29%) Microsoft Excel
2 2 (5.71%) SPSS
3 1 (2.86%) Spreadsheet
Business Applications
1 1 (2.86%) Dynamics AX
1 1 (2.86%) Dynamics GP
1 1 (2.86%) Oracle Financials
Cloud Services
1 1 (2.86%) Microsoft Azure
Database & Business Intelligence
1 6 (17.14%) SQL Server
2 4 (11.43%) Power BI
2 4 (11.43%) QlikView
2 4 (11.43%) Spotfire
3 3 (8.57%) Data Warehouse
3 3 (8.57%) SQL Server Analysis Services
3 3 (8.57%) SQL Server Integration Services
3 3 (8.57%) SQL Server Reporting Services
4 2 (5.71%) Big Data
5 1 (2.86%) BusinessObjects
5 1 (2.86%) OLAP
5 1 (2.86%) Oracle Discoverer
5 1 (2.86%) Oracle OLAP
5 1 (2.86%) Qlik Sense
5 1 (2.86%) Relational Database
5 1 (2.86%) SQL Server 2012
5 1 (2.86%) SQL Server 2014
Development Applications
1 1 (2.86%) SQL Server Management Studio (SSMS)
1 1 (2.86%) Visual Studio
General
1 23 (65.71%) Finance
2 21 (60.00%) Electronics
2 21 (60.00%) Legal
2 21 (60.00%) Manufacturing
2 21 (60.00%) Marketing
2 21 (60.00%) Telecoms
Job Titles
1 21 (60.00%) CISSP Specialist
2 18 (51.43%) Information Specialist
3 12 (34.29%) Data Governance Specialist
4 9 (25.71%) Information Governance Specialist
4 9 (25.71%) Information Security Specialist
4 9 (25.71%) Security Specialist
5 6 (17.14%) Analyst
6 3 (8.57%) Data Analyst
7 2 (5.71%) Business Intelligence Analyst
7 2 (5.71%) Business Intelligence Developer
7 2 (5.71%) Data Scientist
7 2 (5.71%) Developer
7 2 (5.71%) Graduate
7 2 (5.71%) Head of IT
8 1 (2.86%) Business Intelligence Data Analyst
8 1 (2.86%) Healthcare Analyst
8 1 (2.86%) Integration Developer
8 1 (2.86%) Master Data Manager
8 1 (2.86%) Microsoft BI Developer
8 1 (2.86%) Migration Specialist
Miscellaneous
1 4 (11.43%) Analytical Skills
1 4 (11.43%) Management Information System
2 2 (5.71%) Analytical Mindset
2 2 (5.71%) Computer Science
3 1 (2.86%) CMDB
3 1 (2.86%) Data Structures
Processes & Methodologies
1 28 (80.00%) Business Intelligence
2 26 (74.29%) Data Management
3 25 (71.43%) Service Delivery
4 22 (62.86%) Project Management
4 22 (62.86%) Risk Management
5 21 (60.00%) Data Architecture
5 21 (60.00%) Digital Marketing
5 21 (60.00%) Information Security
5 21 (60.00%) Programme Management
5 21 (60.00%) Risk Assessment
6 9 (25.71%) Information Governance
7 5 (14.29%) Analytics
8 3 (8.57%) Continuous Improvement
8 3 (8.57%) Data Governance
8 3 (8.57%) ETL
9 2 (5.71%) Change Management
9 2 (5.71%) Data Modelling
9 2 (5.71%) Economics
9 2 (5.71%) ITIL
9 2 (5.71%) Stakeholder Management
Programming Languages
1 4 (11.43%) SQL
2 2 (5.71%) Python
2 2 (5.71%) R
2 2 (5.71%) Ruby
3 1 (2.86%) C
3 1 (2.86%) T-SQL
Qualifications
1 21 (60.00%) CCSA
1 21 (60.00%) CISM
1 21 (60.00%) CISSP
2 3 (8.57%) Degree
3 2 (5.71%) Computer Science Degree
4 1 (2.86%) CIMA
4 1 (2.86%) ITIL Certification
Quality Assurance & Compliance
1 21 (60.00%) ISO/IEC 27001
1 21 (60.00%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
1 21 (60.00%) PCI DSS
2 1 (2.86%) GDPR
Systems Management
1 1 (2.86%) AirWatch
Vendors
1 21 (60.00%) SAP
2 5 (14.29%) Microsoft
2 5 (14.29%) Tableau
3 1 (2.86%) Oracle