Period
to 28 November 2021

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 28 November 2021 with a comparison to the same period in the previous 2 years.

Data Quality
England > North East
6 months to
28 Nov 2021
Same period 2020 Same period 2019
Rank 89 74 85
Rank change year-on-year -15 +11 +21
Permanent jobs citing Data Quality 19 3 12
As % of all permanent jobs advertised in the North East 1.49% 0.39% 1.04%
As % of the Quality Assurance & Compliance category 7.76% 4.05% 6.32%
Number of salaries quoted 16 2 9
10th Percentile £31,000 £33,501 £22,000
25th Percentile £38,875 £34,584 £36,816
Median annual salary (50th Percentile) £42,777 £36,390 £39,184
Median % change year-on-year +17.55% -7.13% +4.49%
75th Percentile £50,250 £38,195 £42,795
90th Percentile £56,875 £39,278 £43,936
England median annual salary £60,000 £57,500 £52,500
% change year-on-year +4.35% +9.52% -4.55%

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 245 74 190
As % of all permanent IT jobs advertised in the North East 19.19% 9.65% 16.48%
Number of salaries quoted 191 64 145
10th Percentile £24,250 £28,825 £28,100
25th Percentile £31,000 £32,688 £33,750
Median annual salary (50th Percentile) £40,000 £42,250 £40,000
Median % change year-on-year -5.33% +5.63% -
75th Percentile £49,125 £56,250 £48,750
90th Percentile £62,500 £65,000 £62,500
England median annual salary £55,000 £55,000 £51,000
% change year-on-year - +7.84% +2.00%

Data Quality
Job Vacancy Trend in the North East

Job postings citing Data Quality as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing Data Quality in the North East over the 6 months to 28 November 2021.

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 28 November 2021. 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 -12 11 £42,000 +5.00% 5
Durham -8 8 £42,777 +30.50% 1
Data Quality
England

For the 6 months to 28 November 2021, 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 11 (57.89%) Business Intelligence
2 10 (52.63%) Data Management
3 8 (42.11%) SQL
4 7 (36.84%) SQL Server
4 7 (36.84%) Social Skills
5 6 (31.58%) Analytical Skills
5 6 (31.58%) Microsoft
6 5 (26.32%) Microsoft Excel
6 5 (26.32%) Data Warehouse
6 5 (26.32%) Agile Software Development
7 4 (21.05%) Process Improvement
7 4 (21.05%) Visualisation
7 4 (21.05%) Data Architecture
7 4 (21.05%) Stakeholder Engagement
7 4 (21.05%) Statistical Analysis
7 4 (21.05%) Microsoft Office
7 4 (21.05%) JDE OneWorld
7 4 (21.05%) Project Management
7 4 (21.05%) Change Management
7 4 (21.05%) Finance
7 4 (21.05%) Stakeholder Management
7 4 (21.05%) Analytics
7 4 (21.05%) Power BI
7 4 (21.05%) Housing Association
7 4 (21.05%) User Experience
7 4 (21.05%) Power Platform
7 4 (21.05%) Analytical Mindset
7 4 (21.05%) Accessibility
8 3 (15.79%) Line Management
8 3 (15.79%) ETL

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:

Applications
1 5 (26.32%) Microsoft Excel
2 4 (21.05%) Microsoft Office
Business Applications
1 4 (21.05%) JDE OneWorld
Cloud Services
1 4 (21.05%) Power Platform
2 3 (15.79%) Azure
3 1 (5.26%) IaaS
3 1 (5.26%) PaaS
3 1 (5.26%) SaaS
Database & Business Intelligence
1 7 (36.84%) SQL Server
2 5 (26.32%) Data Warehouse
3 4 (21.05%) Power BI
4 3 (15.79%) SQL Server Integration Services
5 2 (10.53%) Metadata
6 1 (5.26%) Data Lake
6 1 (5.26%) Data Mining
6 1 (5.26%) NoSQL
6 1 (5.26%) Oracle ODI
6 1 (5.26%) Qlik Sense
6 1 (5.26%) QlikView
6 1 (5.26%) SQL Server Analysis Services
6 1 (5.26%) SQL Server Reporting Services
6 1 (5.26%) Tableau
General
1 7 (36.84%) Social Skills
2 6 (31.58%) Analytical Skills
3 4 (21.05%) Finance
4 2 (10.53%) Marketing
5 1 (5.26%) Influencing Skills
5 1 (5.26%) Police
5 1 (5.26%) Public Sector
Job Titles
1 4 (21.05%) Digital Transformation
1 4 (21.05%) Digital Transformation Manager
1 4 (21.05%) Transformation Manager
2 3 (15.79%) Analyst
2 3 (15.79%) Architect
2 3 (15.79%) Data Analyst
2 3 (15.79%) Data Architect
2 3 (15.79%) Data Manager
2 3 (15.79%) IT Manager
2 3 (15.79%) IT Trainer
2 3 (15.79%) Trainer
3 2 (10.53%) Data Engineer
3 2 (10.53%) Marketing Analyst
3 2 (10.53%) Marketing Data Analyst
4 1 (5.26%) Azure Architect
4 1 (5.26%) Data Migration Architect
4 1 (5.26%) IT Analyst
4 1 (5.26%) Marketing Insight Analyst
4 1 (5.26%) Migration Architect
4 1 (5.26%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 1 (5.26%) JSON
Miscellaneous
1 4 (21.05%) Analytical Mindset
1 4 (21.05%) Housing Association
1 4 (21.05%) User Experience
2 2 (10.53%) Management Information System
3 1 (5.26%) Data Structures
3 1 (5.26%) NHS
3 1 (5.26%) Public Cloud
3 1 (5.26%) Reference Data
3 1 (5.26%) Replication
Operating Systems
1 1 (5.26%) Android
1 1 (5.26%) Apple iOS
1 1 (5.26%) Windows
Processes & Methodologies
1 11 (57.89%) Business Intelligence
2 10 (52.63%) Data Management
3 5 (26.32%) Agile Software Development
4 4 (21.05%) Analytics
4 4 (21.05%) Change Management
4 4 (21.05%) Data Architecture
4 4 (21.05%) Process Improvement
4 4 (21.05%) Project Management
4 4 (21.05%) Stakeholder Engagement
4 4 (21.05%) Stakeholder Management
4 4 (21.05%) Statistical Analysis
4 4 (21.05%) Visualisation
5 3 (15.79%) ETL
5 3 (15.79%) Line Management
6 2 (10.53%) Continuous Integration
6 2 (10.53%) Data Governance
6 2 (10.53%) Data Strategy
6 2 (10.53%) Information Management
6 2 (10.53%) Quality Management
6 2 (10.53%) Regulatory Compliance
Programming Languages
1 8 (42.11%) SQL
2 2 (10.53%) T-SQL
3 1 (5.26%) PL/SQL
3 1 (5.26%) Python
Qualifications
1 2 (10.53%) Degree
1 2 (10.53%) HND
Quality Assurance & Compliance
1 4 (21.05%) Accessibility
2 1 (5.26%) QA
Vendors
1 6 (31.58%) Microsoft
2 1 (5.26%) Oracle