Data Quality Contracts in Glasgow

Data Quality
Scotland > Glasgow

The table below provides summary statistics for contract job vacancies advertised in Glasgow requiring Data Quality skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Quality over the 6 months leading up to 3 August 2025, comparing them to the same period in the previous two years.

6 months to
3 Aug 2025
Same period 2024 Same period 2023
Rank 66 64 76
Rank change year-on-year -2 +12 +1
Contract jobs citing Data Quality 17 5 1
As % of all contract jobs advertised in Glasgow 2.13% 0.72% 0.11%
As % of the Quality Assurance & Compliance category 14.78% 5.05% 0.66%
Number of daily rates quoted 11 5 1
10th Percentile £368 £400 -
25th Percentile £413 - £563
Median daily rate (50th Percentile) £429 £475 £575
Median % change year-on-year -9.68% -17.39% -8.00%
75th Percentile £514 - £588
90th Percentile £537 £486 -
Scotland median daily rate £430 £475 £520
% change year-on-year -9.47% -8.65% -13.33%

All Quality Assurance and Compliance Skills
Glasgow

Data Quality falls under the Quality Assurance and Compliance category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring quality assurance or compliance skills in Glasgow.

Contract vacancies with a requirement for quality assurance or compliance skills 115 99 152
As % of all contract IT jobs advertised in Glasgow 14.39% 14.31% 17.43%
Number of daily rates quoted 83 74 116
10th Percentile £290 £260 £317
25th Percentile £400 £311 £412
Median daily rate (50th Percentile) £470 £436 £469
Median % change year-on-year +7.80% -6.99% +4.17%
75th Percentile £550 £494 £550
90th Percentile £595 £596 £650
Scotland median daily rate £455 £434 £474
% change year-on-year +4.84% -8.34% +2.38%
Number of hourly rates quoted 2 2 3
10th Percentile £15.18 £21.05 £13.43
25th Percentile £15.32 £24.89 £13.83
Median hourly rate £15.55 £31.52 £14.50
Median % change year-on-year -50.68% +117.38% -61.26%
75th Percentile £15.77 £37.91 £31.12
90th Percentile £15.91 £41.59 £41.08
Scotland median hourly rate £18.94 £14.98 £21.75
% change year-on-year +26.42% -31.13% -26.80%

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
Contractor Daily Rate Trend in Glasgow

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

Daily rate trend for Data Quality in Glasgow

Data Quality
Daily Rate Histogram in Glasgow

Daily rate distribution for jobs citing Data Quality in Glasgow over the 6 months to 3 August 2025.

Daily rate histogram for Data Quality in Glasgow

Data Quality
Contractor Hourly Rate Trend in Glasgow

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

Hourly rate trend for Data Quality in Glasgow

Data Quality
Co-occurring Skills and Capabilities in Glasgow by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (11.76%) Confluence
2 1 (5.88%) SharePoint
Applications
1 7 (41.18%) Microsoft Excel
2 5 (29.41%) Microsoft PowerPoint
3 1 (5.88%) Microsoft Office
Business Applications
1 2 (11.76%) Oracle EBS
2 1 (5.88%) Dynamics CRM
Cloud Services
1 5 (29.41%) Power Platform
2 1 (5.88%) Copilot Studio
2 1 (5.88%) Microsoft Purview
2 1 (5.88%) Power Automate
2 1 (5.88%) PowerApps
2 1 (5.88%) Snowflake
Database & Business Intelligence
1 5 (29.41%) Power BI
2 3 (17.65%) Tableau
3 2 (11.76%) Oracle Reports
Development Applications
1 2 (11.76%) JIRA
General
1 13 (76.47%) Social Skills
2 9 (52.94%) Analytical Skills
2 9 (52.94%) Finance
3 4 (23.53%) Banking
4 3 (17.65%) Presentation Skills
4 3 (17.65%) Public Sector
5 2 (11.76%) Influencing Skills
5 2 (11.76%) Investment Banking
6 1 (5.88%) Corporate Banking
6 1 (5.88%) Organisational Skills
6 1 (5.88%) Publishing
Job Titles
1 9 (52.94%) Analyst
2 5 (29.41%) Business Analyst
3 4 (23.53%) Architect
3 4 (23.53%) Data Analyst
3 4 (23.53%) Data Architect
4 2 (11.76%) HR Analyst
4 2 (11.76%) HR Data Analyst
4 2 (11.76%) Oracle Analyst
4 2 (11.76%) Oracle HRMS Analyst
4 2 (11.76%) ServiceNow Architect
5 1 (5.88%) Consultant
5 1 (5.88%) Data Manager
5 1 (5.88%) Data Migration Lead
5 1 (5.88%) Digital Analyst
5 1 (5.88%) Digital Business Analyst
5 1 (5.88%) Lead
5 1 (5.88%) Power Apps Consultant
5 1 (5.88%) Risk Officer
5 1 (5.88%) SharePoint Consultant
Libraries, Frameworks & Software Standards
1 2 (11.76%) Oracle Fusion
Miscellaneous
1 4 (23.53%) CMDB
2 3 (17.65%) Analytical Mindset
2 3 (17.65%) Data Structures
2 3 (17.65%) Distributed Systems
2 3 (17.65%) Self-Motivation
3 2 (11.76%) Legacy Systems
3 2 (11.76%) Product Ownership
4 1 (5.88%) Data Protection Act
4 1 (5.88%) Enterprise Software
4 1 (5.88%) Reference Data
4 1 (5.88%) Virtual Team
Processes & Methodologies
1 9 (52.94%) Data Modelling
1 9 (52.94%) Problem-Solving
2 7 (41.18%) Agile
3 6 (35.29%) Data Cleansing
3 6 (35.29%) Stakeholder Engagement
4 5 (29.41%) Data Analysis
4 5 (29.41%) Data Architecture
4 5 (29.41%) Data Governance
5 4 (23.53%) Business Intelligence
5 4 (23.53%) Configuration Management
5 4 (23.53%) Data Management
5 4 (23.53%) Data Mapping
5 4 (23.53%) Data Security
5 4 (23.53%) ITIL
5 4 (23.53%) ITSM
5 4 (23.53%) Migration
5 4 (23.53%) Programme Management
5 4 (23.53%) Stakeholder Management
5 4 (23.53%) Validation
6 3 (17.65%) Service Management
Programming Languages
1 8 (47.06%) SQL
2 4 (23.53%) Python
3 1 (5.88%) R
Qualifications
1 3 (17.65%) Degree
2 1 (5.88%) BPSS Clearance
2 1 (5.88%) ISACA
2 1 (5.88%) ITIL Certification
Quality Assurance & Compliance
1 4 (23.53%) GDPR
1 4 (23.53%) QA
System Software
1 1 (5.88%) Active Directory
Vendors
1 4 (23.53%) ServiceNow
2 2 (11.76%) Microsoft
2 2 (11.76%) Oracle
3 1 (5.88%) Alteryx
3 1 (5.88%) Teradata