Metadata Contract Job Trends in Glasgow

Metadata
Scotland > Glasgow

The table below provides summary statistics and contractor rates for jobs advertised in Glasgow requiring Metadata skills. It covers contract job vacancies from the 6 months leading up to 17 December 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Dec 2025
Same period 2024 Same period 2023
Rank 58 73 65
Rank change year-on-year +15 -8 +8
Contract jobs citing Metadata 16 1 12
As % of all contract jobs in Glasgow 2.18% 0.13% 1.38%
As % of the Database & Business Intelligence category 7.58% 0.77% 6.98%
Number of daily rates quoted 15 0 11
10th Percentile £410 - £405
25th Percentile £449 - £463
Median daily rate (50th Percentile) £465 - £540
Median % change year-on-year - - +5.88%
75th Percentile £650 - £638
90th Percentile £755 - £688
Scotland median daily rate £465 £685 £533
% change year-on-year -32.12% +28.64% +2.40%

All Database and Business Intelligence Skills
Glasgow

Metadata falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring database or business intelligence skills in Glasgow.

Contract vacancies with a requirement for database or business intelligence skills 211 130 172
As % of all contract IT jobs advertised in Glasgow 28.75% 17.36% 19.75%
Number of daily rates quoted 135 86 127
10th Percentile £313 £342 -
25th Percentile £391 £363 £400
Median daily rate (50th Percentile) £450 £423 £475
Median % change year-on-year +6.51% -11.05% -6.63%
75th Percentile £525 £493 £572
90th Percentile £575 £581 £675
Scotland median daily rate £465 £470 £498
% change year-on-year -1.06% -5.53% +3.86%
Number of hourly rates quoted 1 5 0
Median hourly rate £50.00 £19.59 -
Median % change year-on-year +155.23% - -
Scotland median hourly rate £30.75 £19.59 £19.50
% change year-on-year +56.97% +0.46% -7.14%

Metadata
Job Vacancy Trend in Glasgow

Historical trend showing the proportion of contract IT job postings citing Metadata relative to all contract IT jobs advertised in Glasgow.

Metadata job vacancy trend in Glasgow

Metadata
Daily Rate Trend in Glasgow

Contractor daily rate distribution trend for jobs in Glasgow citing Metadata.

Contractor daily rate distribution trend for jobs in Glasgow citing Metadata

Metadata
Daily Rate Histogram in Glasgow

Daily rate distribution for jobs citing Metadata in Glasgow over the 6 months to 17 December 2025.

Daily rate histogram for Metadata in Glasgow

Metadata
Co-Occurring Skills & Capabilities in Glasgow by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 3 (18.75%) Confluence
Applications
1 1 (6.25%) Adobe XD
1 1 (6.25%) Sketch
Business Applications
1 1 (6.25%) Sparx Enterprise Architect
Cloud Services
1 5 (31.25%) Azure
1 5 (31.25%) Microsoft Purview
1 5 (31.25%) Snowflake
2 4 (25.00%) Azure Synapse Analytics
3 2 (12.50%) AWS
3 2 (12.50%) Azure Data Factory
3 2 (12.50%) Azure Pipelines
3 2 (12.50%) dbt
3 2 (12.50%) Dynamics 365
3 2 (12.50%) Power Platform
4 1 (6.25%) Figma
Database & Business Intelligence
1 4 (25.00%) BigQuery
1 4 (25.00%) Data Lake
1 4 (25.00%) Data Warehouse
2 2 (12.50%) Azure SQL Database
2 2 (12.50%) NoSQL
2 2 (12.50%) Power BI
2 2 (12.50%) SQL Server
2 2 (12.50%) SQL Server Reporting Services
3 1 (6.25%) Data Vault
Development Applications
1 3 (18.75%) ERwin
1 3 (18.75%) JIRA
2 1 (6.25%) PowerDesigner
General
1 13 (81.25%) Social Skills
2 5 (31.25%) Analytical Skills
2 5 (31.25%) Documentation Skills
3 4 (25.00%) Finance
Job Titles
1 6 (37.50%) Data Modeller
2 4 (25.00%) Analyst
2 4 (25.00%) Data Analyst
3 3 (18.75%) Scrum Master
4 2 (12.50%) Architect
4 2 (12.50%) Data Architect
4 2 (12.50%) Data Engineer
4 2 (12.50%) Senior
4 2 (12.50%) Solutions Architect
5 1 (6.25%) Consultant
5 1 (6.25%) Designer
5 1 (6.25%) Lead
5 1 (6.25%) Lead Consultant
5 1 (6.25%) Senior Data Modeller
5 1 (6.25%) Senior Designer
5 1 (6.25%) Teradata Analyst
Libraries, Frameworks & Software Standards
1 2 (12.50%) PySpark
1 2 (12.50%) REST
1 2 (12.50%) SOAP
2 1 (6.25%) AngularJS
2 1 (6.25%) CSS
2 1 (6.25%) HTML
2 1 (6.25%) React
2 1 (6.25%) RESTful
Miscellaneous
1 1 (6.25%) Analytical Mindset
1 1 (6.25%) Data Structures
1 1 (6.25%) Onboarding
Processes & Methodologies
1 14 (87.50%) Data Governance
2 13 (81.25%) Metadata Management
3 12 (75.00%) Data Lineage
4 11 (68.75%) Data Modelling
5 6 (37.50%) Data Transformation
6 4 (25.00%) Agile
6 4 (25.00%) Data Design
6 4 (25.00%) ETL
7 3 (18.75%) Analytical Thinking
7 3 (18.75%) Analytics
7 3 (18.75%) API Integration
7 3 (18.75%) Conceptual Models
7 3 (18.75%) Critical Thinking
7 3 (18.75%) Data Integration
7 3 (18.75%) Data Mapping
7 3 (18.75%) Data Privacy
7 3 (18.75%) Scaled Agile Framework
7 3 (18.75%) Scrum
7 3 (18.75%) Stakeholder Management
8 2 (12.50%) Dimensional Modelling
Programming Languages
1 8 (50.00%) SQL
2 2 (12.50%) Python
2 2 (12.50%) T-SQL
Qualifications
1 1 (6.25%) BPSS Clearance
1 1 (6.25%) Degree
1 1 (6.25%) SC Cleared
1 1 (6.25%) Security Cleared
Quality Assurance & Compliance
1 7 (43.75%) Data Quality
2 2 (12.50%) GDPR
3 1 (6.25%) Accessibility
Vendors
1 6 (37.50%) Microsoft
2 4 (25.00%) Databricks
2 4 (25.00%) Oracle
2 4 (25.00%) Teradata
3 1 (6.25%) Adobe
3 1 (6.25%) Sparx