Period
to

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 8 August 2022 with a comparison to the same period in the previous 2 years.

Data Quality
Scotland > Glasgow
6 months to
8 Aug 2022
Same period 2021 Same period 2020
Rank 99 79 74
Rank change year-on-year -20 -5 +37
Permanent jobs citing Data Quality 17 28 11
As % of all permanent jobs advertised in Glasgow 1.09% 2.07% 1.25%
As % of the Quality Assurance & Compliance category 6.37% 13.02% 11.00%
Number of salaries quoted 13 16 6
10th Percentile £41,790 £44,500 -
25th Percentile £45,950 £46,500 £42,500
Median annual salary (50th Percentile) £53,000 £53,750 £45,750
Median % change year-on-year -1.40% +17.49% +1.67%
75th Percentile £60,250 £70,000 £49,875
90th Percentile £82,820 £70,500 £56,375
Scotland median annual salary £55,000 £50,000 £45,000
% change year-on-year +10.00% +11.11% -5.26%

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 Glasgow with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Glasgow
Permanent vacancies with a requirement for quality assurance or compliance skills 267 215 100
As % of all permanent IT jobs advertised in Glasgow 17.16% 15.90% 11.40%
Number of salaries quoted 133 109 57
10th Percentile £31,300 £31,250 £29,300
25th Percentile £38,750 £36,250 £32,500
Median annual salary (50th Percentile) £45,607 £42,500 £40,500
Median % change year-on-year +7.31% +4.94% -8.47%
75th Percentile £65,000 £56,250 £48,750
90th Percentile £78,750 £65,500 £53,750
Scotland median annual salary £49,375 £42,500 £45,000
% change year-on-year +16.18% -5.56% -

Data Quality
Job Vacancy Trend in Glasgow

Job postings citing Data Quality as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for Data Quality in Glasgow

Data Quality
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Data Quality in Glasgow.

Salary trend for Data Quality in Glasgow

Data Quality
Salary Histogram in Glasgow

Salary distribution for jobs citing Data Quality in Glasgow over the 6 months to 8 August 2022.

Salary histogram for Data Quality in Glasgow

For the 6 months to 8 August 2022, 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 Glasgow region with a requirement for Data Quality.

1 12 (70.59%) Analytics
2 9 (52.94%) Social Skills
2 9 (52.94%) Finance
3 8 (47.06%) Visualisation
4 7 (41.18%) Data Management
4 7 (41.18%) SQL
4 7 (41.18%) Business Intelligence
5 6 (35.29%) Data Modelling
5 6 (35.29%) Python
5 6 (35.29%) Legal
5 6 (35.29%) Analytical Skills
6 5 (29.41%) Power BI
6 5 (29.41%) Data Analytics
6 5 (29.41%) Data Science
6 5 (29.41%) Decision-Making
6 5 (29.41%) Data-Driven Decision Making
6 5 (29.41%) Power Platform
6 5 (29.41%) Data Mining
6 5 (29.41%) Microsoft
6 5 (29.41%) Tableau
6 5 (29.41%) Data Integration
7 4 (23.53%) Data Governance
7 4 (23.53%) Adobe
7 4 (23.53%) Microsoft Excel
7 4 (23.53%) Management Information System
7 4 (23.53%) Problem-Solving
7 4 (23.53%) Adobe Analytics
7 4 (23.53%) Data Ingestion
8 3 (17.65%) Digital Analytics
8 3 (17.65%) Data Lake

Data Quality
Co-occurring IT Skills in Glasgow 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 4 (23.53%) Microsoft Excel
2 2 (11.76%) Microsoft Office
3 1 (5.88%) Microsoft PowerPoint
Business Applications
1 1 (5.88%) NetSuite
1 1 (5.88%) Remedy ITSM
Cloud Services
1 5 (29.41%) Power Platform
2 4 (23.53%) Adobe Analytics
3 3 (17.65%) Azure
3 3 (17.65%) Azure Data Factory
3 3 (17.65%) Azure Synapse Analytics
3 3 (17.65%) Google Analytics
Database & Business Intelligence
1 5 (29.41%) Data Mining
1 5 (29.41%) Power BI
1 5 (29.41%) Tableau
2 3 (17.65%) Azure SQL Database
2 3 (17.65%) Data Lake
2 3 (17.65%) Data Warehouse
2 3 (17.65%) Microsoft Analysis Services
2 3 (17.65%) Qlik Sense
2 3 (17.65%) SQL Server
2 3 (17.65%) SQL Server Analysis Services
3 2 (11.76%) QlikView
General
1 9 (52.94%) Finance
1 9 (52.94%) Social Skills
2 6 (35.29%) Analytical Skills
2 6 (35.29%) Legal
3 2 (11.76%) Marketing
4 1 (5.88%) Influencing Skills
4 1 (5.88%) Law
4 1 (5.88%) Organisational Skills
Job Titles
1 5 (29.41%) Analyst
2 3 (17.65%) Azure Data Engineer
2 3 (17.65%) Azure Engineer
2 3 (17.65%) Data Engineer
2 3 (17.65%) Head of Data Management
2 3 (17.65%) Head of Operations
2 3 (17.65%) Senior Data Engineer
3 2 (11.76%) Data Scientist
3 2 (11.76%) Finance Systems Analyst
3 2 (11.76%) Financial Analyst
3 2 (11.76%) Insight Analyst
3 2 (11.76%) Systems Analyst
4 1 (5.88%) Administrator
4 1 (5.88%) Configuration and Release Manager
4 1 (5.88%) Configuration Manager
4 1 (5.88%) Consultant
4 1 (5.88%) Data Analyst
4 1 (5.88%) Implementation Consultant
4 1 (5.88%) Programme Manager
4 1 (5.88%) Release Manager
Libraries, Frameworks & Software Standards
1 2 (11.76%) D3.js
1 2 (11.76%) Shiny
2 1 (5.88%) HTML
Miscellaneous
1 4 (23.53%) Management Information System
2 2 (11.76%) Virtual Team
3 1 (5.88%) CMDB
3 1 (5.88%) Mobile App
Processes & Methodologies
1 12 (70.59%) Analytics
2 8 (47.06%) Visualisation
3 7 (41.18%) Business Intelligence
3 7 (41.18%) Data Management
4 6 (35.29%) Data Modelling
5 5 (29.41%) Data Analytics
5 5 (29.41%) Data Integration
5 5 (29.41%) Data Science
5 5 (29.41%) Data-Driven Decision Making
5 5 (29.41%) Decision-Making
6 4 (23.53%) Data Governance
6 4 (23.53%) Data Ingestion
6 4 (23.53%) Problem-Solving
7 3 (17.65%) Artificial Intelligence
7 3 (17.65%) Collaborative Working
7 3 (17.65%) Data Analysis
7 3 (17.65%) Data Visualisation
7 3 (17.65%) Process Improvement
7 3 (17.65%) Scaled Agile Framework
7 3 (17.65%) Software Engineering
Programming Languages
1 7 (41.18%) SQL
2 6 (35.29%) Python
3 1 (5.88%) JavaScript
Qualifications
1 1 (5.88%) Degree
1 1 (5.88%) SC Cleared
1 1 (5.88%) Security Cleared
Quality Assurance & Compliance
1 1 (5.88%) GDPR
1 1 (5.88%) SLA
Vendors
1 5 (29.41%) Microsoft
2 4 (23.53%) Adobe
3 3 (17.65%) Google
4 1 (5.88%) BMC
4 1 (5.88%) Remedy
4 1 (5.88%) SolarWinds