Period
to 18 November 2018

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 18 November 2018 with a comparison to the same period in the previous 2 years.

Data Quality
England > North East
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 100 70 104
Rank change year-on-year -30 +34 +13
Permanent jobs citing Data Quality 12 36 11
As % of all permanent IT jobs advertised in the North East 0.85% 2.67% 0.73%
As % of the Quality Assurance & Compliance category 6.25% 17.14% 6.71%
Number of salaries quoted 11 23 8
North East median annual salary £37,500 £52,500 £39,500
Median salary % change year-on-year -28.57% +32.91% -29.78%
10th Percentile £22,500 £22,725 £30,175
90th Percentile £43,750 £71,250 £76,250
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

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 192 210 164
As % of all permanent IT jobs advertised in the North East 13.63% 15.58% 10.83%
Number of salaries quoted 136 176 126
North East median annual salary £40,000 £42,500 £37,563
Median salary % change year-on-year -5.88% +13.14% -6.09%
10th Percentile £25,000 £21,250 £26,250
90th Percentile £68,625 £70,250 £67,500
England median annual salary £50,000 £50,000 £50,000

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 18 November 2018.

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 18 November 2018. 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
Tyne and Wear -15 10 £37,500 -15.73% 4
Durham -9 2 £23,750 -58.33% 1
Data Quality
England

For the 6 months to 18 November 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 North East region with a requirement for Data Quality.

1 10 (83.33%) Business Intelligence
2 9 (75.00%) SQL Server Reporting Services
2 9 (75.00%) SQL Server Integration Services
3 8 (66.67%) SQL
3 8 (66.67%) SQL Server
4 7 (58.33%) Microsoft
4 7 (58.33%) SQL Server Analysis Services
5 6 (50.00%) Data Warehouse
6 5 (41.67%) T-SQL
6 5 (41.67%) Advertising
6 5 (41.67%) Analytical Skills
6 5 (41.67%) QlikView
7 4 (33.33%) Data Cleansing
7 4 (33.33%) Relational Database
7 4 (33.33%) ETL
7 4 (33.33%) Power BI
8 3 (25.00%) Analytics
8 3 (25.00%) Microsoft Excel
8 3 (25.00%) Project Management
8 3 (25.00%) Data Structures
8 3 (25.00%) Qlik Sense
8 3 (25.00%) Tableau
9 2 (16.67%) Data Analysis
9 2 (16.67%) Management Information System
9 2 (16.67%) Kofax
9 2 (16.67%) QA
9 2 (16.67%) Visualisation
9 2 (16.67%) Time Management
9 2 (16.67%) Salesforce.com
9 2 (16.67%) Migration

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 1 (8.33%) SAS
Applications
1 3 (25.00%) Microsoft Excel
2 1 (8.33%) SPSS
Cloud Services
1 1 (8.33%) Dynamics 365
1 1 (8.33%) Microsoft Azure
Database & Business Intelligence
1 9 (75.00%) SQL Server Integration Services
1 9 (75.00%) SQL Server Reporting Services
2 8 (66.67%) SQL Server
3 7 (58.33%) SQL Server Analysis Services
4 6 (50.00%) Data Warehouse
5 5 (41.67%) QlikView
6 4 (33.33%) Power BI
6 4 (33.33%) Relational Database
7 3 (25.00%) Qlik Sense
8 1 (8.33%) Apache Hive
8 1 (8.33%) Hadoop
8 1 (8.33%) HBase
8 1 (8.33%) MongoDB
8 1 (8.33%) MS Access
8 1 (8.33%) MySQL
8 1 (8.33%) PostgreSQL
8 1 (8.33%) Spotfire
8 1 (8.33%) SQL Server 2008
General
1 5 (41.67%) Advertising
Job Titles
1 5 (41.67%) Analyst
1 5 (41.67%) Developer
2 4 (33.33%) Business Intelligence Analyst
3 3 (25.00%) Business Intelligence Developer
4 2 (16.67%) Business Developer
5 1 (8.33%) Analyst Developer
5 1 (8.33%) Analytics Consultant
5 1 (8.33%) Consultant
5 1 (8.33%) Data Analyst
5 1 (8.33%) Data Analytics Consultant
5 1 (8.33%) Data Consultant
5 1 (8.33%) Data Engineer
5 1 (8.33%) Data Warehouse Developer
5 1 (8.33%) Developer Analyst
5 1 (8.33%) ETL Developer
5 1 (8.33%) Graduate
5 1 (8.33%) IT Graduate
5 1 (8.33%) SQL Developer
5 1 (8.33%) SSIS Developer
5 1 (8.33%) SSRS Developer
Libraries, Frameworks & Software Standards
1 1 (8.33%) .NET
1 1 (8.33%) ASP.NET
1 1 (8.33%) XML
Miscellaneous
1 5 (41.67%) Analytical Skills
2 3 (25.00%) Data Structures
3 2 (16.67%) Management Information System
Operating Systems
1 1 (8.33%) Android
1 1 (8.33%) Apple iOS
Processes & Methodologies
1 10 (83.33%) Business Intelligence
2 4 (33.33%) Data Cleansing
2 4 (33.33%) ETL
3 3 (25.00%) Analytics
3 3 (25.00%) Project Management
4 2 (16.67%) Coaching
4 2 (16.67%) Data Analysis
4 2 (16.67%) Migration
4 2 (16.67%) Time Management
4 2 (16.67%) Visualisation
5 1 (8.33%) Agile Software Development
5 1 (8.33%) Business Analysis
5 1 (8.33%) Data Analytics
5 1 (8.33%) Data Development
5 1 (8.33%) Data Engineering
5 1 (8.33%) Data Governance
5 1 (8.33%) Open Source
5 1 (8.33%) Problem-Solving
5 1 (8.33%) Stakeholder Management
5 1 (8.33%) Web Development
Programming Languages
1 8 (66.67%) SQL
2 5 (41.67%) T-SQL
3 2 (16.67%) C#
3 2 (16.67%) VBA
4 1 (8.33%) PHP
4 1 (8.33%) R
Quality Assurance & Compliance
1 2 (16.67%) QA
Vendors
1 7 (58.33%) Microsoft
2 3 (25.00%) Tableau
3 2 (16.67%) Kofax
3 2 (16.67%) Salesforce.com
4 1 (8.33%) Cloudera
4 1 (8.33%) Oracle