Period
to 9 May 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 9 May 2021 with a comparison to the same period in the previous 2 years.

Data Quality
England > North East
6 months to
9 May 2021
Same period 2020 Same period 2019
Rank 74 92 111
Rank change year-on-year +18 +19 +3
Permanent jobs citing Data Quality 14 7 1
As % of all permanent jobs advertised in the North East 1.25% 0.58% 0.078%
As % of the Quality Assurance & Compliance category 10.94% 4.43% 0.52%
Number of salaries quoted 9 2 1
10th Percentile £32,500 " "
25th Percentile £37,750 £59,371 £29,000
Median annual salary (50th Percentile) £42,353 £60,607 £30,000
Median % change year-on-year -30.12% +102.02% -17.81%
75th Percentile £49,000 £61,843 £31,000
90th Percentile £53,000 " "
England median annual salary £55,000 £64,000 £57,500
% change year-on-year -14.06% +11.30% +9.52%

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 128 158 193
As % of all permanent IT jobs advertised in the North East 11.39% 13.11% 15.04%
Number of salaries quoted 96 134 117
10th Percentile £26,875 £24,788 £22,000
25th Percentile £31,250 £31,250 £29,750
Median annual salary (50th Percentile) £40,000 £42,500 £40,000
Median % change year-on-year -5.88% +6.25% -4.76%
75th Percentile £54,063 £48,750 £52,095
90th Percentile £63,750 £57,310 £62,500
England median annual salary £55,000 £53,500 £50,000
% change year-on-year +2.80% +7.00% -

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 9 May 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 9 May 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 +16 12 £44,000 -27.40%
Durham - 2 £42,353 - 1
Data Quality
England

For the 6 months to 9 May 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 12 (85.71%) ETL
2 9 (64.29%) SQL Server
2 9 (64.29%) Data Modelling
2 9 (64.29%) Data Management
3 8 (57.14%) Data Analysis
3 8 (57.14%) Master Data Management
3 8 (57.14%) Data Mining
3 8 (57.14%) Quality Management
3 8 (57.14%) ITSM
4 7 (50.00%) HND
4 7 (50.00%) Oracle
4 7 (50.00%) Degree
4 7 (50.00%) Reference Data
4 7 (50.00%) Data Integration
4 7 (50.00%) Metadata Management
4 7 (50.00%) Regulatory Compliance
4 7 (50.00%) Reference Data Management
4 7 (50.00%) Social Skills
5 6 (42.86%) Translating Business Requirements
6 5 (35.71%) Data Warehouse
7 4 (28.57%) Data Science
8 3 (21.43%) Agile Software Development
8 3 (21.43%) Line Management
8 3 (21.43%) Supplier Management
8 3 (21.43%) Data Protection
9 2 (14.29%) Business Intelligence
9 2 (14.29%) Project Management
10 1 (7.14%) Microsoft
10 1 (7.14%) Data Security
10 1 (7.14%) Management Information System

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:

Cloud Services
1 1 (7.14%) AWS
1 1 (7.14%) Azure
Database & Business Intelligence
1 9 (64.29%) SQL Server
2 8 (57.14%) Data Mining
3 5 (35.71%) Data Warehouse
4 1 (7.14%) Data Lake
4 1 (7.14%) Relational Database
Development Applications
1 1 (7.14%) JIRA
General
1 7 (50.00%) Social Skills
Job Titles
1 4 (28.57%) Data Scientist
2 3 (21.43%) Analyst
2 3 (21.43%) Data Analyst
2 3 (21.43%) Data Manager
3 1 (7.14%) Architect
3 1 (7.14%) Data Architect
3 1 (7.14%) Data Engineer
3 1 (7.14%) Data Warehouse Manager
3 1 (7.14%) Data Warehouse Project Manager
3 1 (7.14%) Information Manager
3 1 (7.14%) Lead Architect
3 1 (7.14%) Lead Data Architect
3 1 (7.14%) Project Manager
Libraries, Frameworks & Software Standards
1 1 (7.14%) XML
Miscellaneous
1 7 (50.00%) Reference Data
2 1 (7.14%) Data Structures
2 1 (7.14%) Enterprise Software
2 1 (7.14%) Housing Association
2 1 (7.14%) Management Information System
2 1 (7.14%) User Experience
Processes & Methodologies
1 12 (85.71%) ETL
2 9 (64.29%) Data Management
2 9 (64.29%) Data Modelling
3 8 (57.14%) Data Analysis
3 8 (57.14%) ITSM
3 8 (57.14%) Master Data Management
3 8 (57.14%) Quality Management
4 7 (50.00%) Data Integration
4 7 (50.00%) Metadata Management
4 7 (50.00%) Reference Data Management
4 7 (50.00%) Regulatory Compliance
5 6 (42.86%) Translating Business Requirements
6 4 (28.57%) Data Science
7 3 (21.43%) Agile Software Development
7 3 (21.43%) Data Protection
7 3 (21.43%) Line Management
7 3 (21.43%) Supplier Management
8 2 (14.29%) Business Intelligence
8 2 (14.29%) Project Management
9 1 (7.14%) Data Validation
Programming Languages
1 1 (7.14%) SQL
Qualifications
1 7 (50.00%) Degree
1 7 (50.00%) HND
2 1 (7.14%) SC Cleared
2 1 (7.14%) Security Cleared
Quality Assurance & Compliance
1 1 (7.14%) QA
Vendors
1 7 (50.00%) Oracle
2 1 (7.14%) Microsoft