Period
to 3 August 2021

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 3 August 2021 with a comparison to the same period in the previous 2 years.

Data Quality
Scotland > Glasgow
6 months to
3 Aug 2021
Same period 2020 Same period 2019
Rank 75 75 120
Rank change year-on-year 0 +45 +20
Permanent jobs citing Data Quality 28 11 13
As % of all permanent jobs advertised in Glasgow 2.02% 1.22% 0.69%
As % of the Quality Assurance & Compliance category 13.02% 10.78% 6.67%
Number of salaries quoted 16 5 4
10th Percentile £44,500 " "
25th Percentile £46,500 £42,500 £36,250
Median annual salary (50th Percentile) £53,750 £44,000 £41,250
Median % change year-on-year +22.16% +6.67% -8.33%
75th Percentile £70,000 £50,250 £45,500
90th Percentile £70,500 £57,600 £46,400
Scotland median annual salary £50,000 £44,500 £47,000
% change year-on-year +12.36% -5.32% +4.44%

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 215 102 195
As % of all permanent IT jobs advertised in Glasgow 15.55% 11.28% 10.36%
Number of salaries quoted 108 57 124
10th Percentile £31,250 £29,300 £27,725
25th Percentile £36,250 £32,500 £32,188
Median annual salary (50th Percentile) £42,500 £40,500 £44,250
Median % change year-on-year +4.94% -8.47% -1.67%
75th Percentile £56,563 £48,750 £60,250
90th Percentile £65,750 £53,750 £70,000
Scotland median annual salary £42,500 £45,000 £45,000
% change year-on-year -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 3 August 2021.

Salary histogram for Data Quality in Glasgow

For the 6 months to 3 August 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 Glasgow region with a requirement for Data Quality.

1 18 (64.29%) Agile Software Development
2 16 (57.14%) Analytics
3 15 (53.57%) Azure
4 13 (46.43%) SQL
5 12 (42.86%) Python
5 12 (42.86%) Data Architecture
5 12 (42.86%) Data Strategy
6 11 (39.29%) Project Delivery
6 11 (39.29%) Waterfall
6 11 (39.29%) Data Integration
6 11 (39.29%) DevOps
6 11 (39.29%) Data Governance
6 11 (39.29%) Data Analytics
6 11 (39.29%) Data Management
7 10 (35.71%) Quality Management
7 10 (35.71%) Big Data
7 10 (35.71%) Social Skills
8 9 (32.14%) Strategic Roadmap
9 8 (28.57%) Business Intelligence
9 8 (28.57%) TOGAF
9 8 (28.57%) Enterprise Architecture
9 8 (28.57%) Smart City
10 7 (25.00%) Visualisation
11 6 (21.43%) Data Visualisation
11 6 (21.43%) Tableau
11 6 (21.43%) Mentoring
11 6 (21.43%) Kafka
11 6 (21.43%) AWS
11 6 (21.43%) Power BI
11 6 (21.43%) Power Platform

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:

Application Platforms
1 5 (17.86%) SAS
2 2 (7.14%) Apache Spark
3 1 (3.57%) SharePoint
3 1 (3.57%) StreamWeaver
Applications
1 3 (10.71%) Stata
2 2 (7.14%) Microsoft Excel
2 2 (7.14%) Microsoft Office
3 1 (3.57%) EngageOne
Cloud Services
1 15 (53.57%) Azure
2 6 (21.43%) AWS
2 6 (21.43%) Power Platform
3 5 (17.86%) Azure Synapse Analytics
4 2 (7.14%) Snowflake
5 1 (3.57%) Azure Data Factory
Database & Business Intelligence
1 10 (35.71%) Big Data
2 6 (21.43%) Data Warehouse
2 6 (21.43%) Power BI
2 6 (21.43%) Tableau
3 4 (14.29%) Amazon Redshift
4 3 (10.71%) SQL Server Analysis Services
5 2 (7.14%) Metadata
5 2 (7.14%) SAS Enterprise Guide
5 2 (7.14%) SQL Server Integration Services
5 2 (7.14%) SQL Server Reporting Services
6 1 (3.57%) Azure SQL Database
6 1 (3.57%) Data Lake
6 1 (3.57%) Data Mining
6 1 (3.57%) DataStage
6 1 (3.57%) Enterprise Data Warehouse
6 1 (3.57%) Qlik Sense
6 1 (3.57%) Relational Database
6 1 (3.57%) Snowflake Schema
6 1 (3.57%) SQL Server
6 1 (3.57%) Tableau Server
Development Applications
1 1 (3.57%) ER Studio
1 1 (3.57%) ERwin
1 1 (3.57%) Git (software)
1 1 (3.57%) PVCS
General
1 10 (35.71%) Social Skills
2 4 (14.29%) Finance
3 3 (10.71%) Analytical Skills
3 3 (10.71%) Legal
3 3 (10.71%) Presentation Skills
4 2 (7.14%) Banking
4 2 (7.14%) Influencing Skills
4 2 (7.14%) Marketing
4 2 (7.14%) Pharmaceutical
5 1 (3.57%) Manufacturing
Job Titles
1 9 (32.14%) Architect
1 9 (32.14%) Data Architect
2 7 (25.00%) Data Engineer
3 3 (10.71%) Analyst
3 3 (10.71%) Consultant
3 3 (10.71%) Data Manager
4 2 (7.14%) Data Analyst
4 2 (7.14%) Data Quality Manager
4 2 (7.14%) Quality Manager
4 2 (7.14%) SAS Consultant
5 1 (3.57%) Data Consultant
5 1 (3.57%) Data Modeller
5 1 (3.57%) Data Visualisation Consultant
5 1 (3.57%) Senior Data Engineer
5 1 (3.57%) Technical Leader
Libraries, Frameworks & Software Standards
1 6 (21.43%) Kafka
Miscellaneous
1 8 (28.57%) Smart City
2 4 (14.29%) Enterprise Software
3 2 (7.14%) Management Information System
Operating Systems
1 1 (3.57%) Linux
1 1 (3.57%) Mac OS
1 1 (3.57%) Unix
1 1 (3.57%) Windows
Processes & Methodologies
1 18 (64.29%) Agile Software Development
2 16 (57.14%) Analytics
3 12 (42.86%) Data Architecture
3 12 (42.86%) Data Strategy
4 11 (39.29%) Data Analytics
4 11 (39.29%) Data Governance
4 11 (39.29%) Data Integration
4 11 (39.29%) Data Management
4 11 (39.29%) DevOps
4 11 (39.29%) Project Delivery
4 11 (39.29%) Waterfall
5 10 (35.71%) Quality Management
6 9 (32.14%) Strategic Roadmap
7 8 (28.57%) Business Intelligence
7 8 (28.57%) Enterprise Architecture
7 8 (28.57%) TOGAF
8 7 (25.00%) Visualisation
9 6 (21.43%) Data Modelling
9 6 (21.43%) Data Visualisation
9 6 (21.43%) Mentoring
Programming Languages
1 13 (46.43%) SQL
2 12 (42.86%) Python
3 5 (17.86%) Java
3 5 (17.86%) R
4 3 (10.71%) PL/SQL
4 3 (10.71%) T-SQL
5 1 (3.57%) Clojure
5 1 (3.57%) JavaScript
5 1 (3.57%) Ruby
Qualifications
1 1 (3.57%) HND
1 1 (3.57%) Tableau Certification
Quality Assurance & Compliance
1 2 (7.14%) GDPR
1 2 (7.14%) HIPAA
1 2 (7.14%) ISO 9001
1 2 (7.14%) ISO/IEC 27001
2 1 (3.57%) QA
Vendors
1 6 (21.43%) Microsoft
1 6 (21.43%) Salesforce.com
2 4 (14.29%) Databricks
2 4 (14.29%) Oracle
2 4 (14.29%) SAP
2 4 (14.29%) StreamSets
3 2 (7.14%) DataFlux
3 2 (7.14%) Teradata
4 1 (3.57%) Informatica
4 1 (3.57%) Netezza
4 1 (3.57%) Talend