Metadata Contract Job Trends in Scotland

Metadata
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring Metadata skills. It covers contract job vacancies from the 6 months leading up to 22 December 2025, with comparisons to the same periods in the previous two years.

6 months to
22 Dec 2025
Same period 2024 Same period 2023
Rank 90 98 118
Rank change year-on-year +8 +20 +22
Contract jobs citing Metadata 19 17 23
As % of all contract jobs in Scotland 1.25% 1.03% 0.98%
As % of the Database & Business Intelligence category 5.67% 5.54% 5.61%
Number of daily rates quoted 15 5 19
10th Percentile £410 £636 £392
25th Percentile £449 - £463
Median daily rate (50th Percentile) £465 £685 £575
Median % change year-on-year -32.12% +19.13% +10.58%
75th Percentile £650 - £588
90th Percentile £755 - £688
UK median daily rate £525 £500 £558
% change year-on-year +5.00% -10.31% -3.04%

All Database and Business Intelligence Skills
Scotland

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 Scotland.

Contract vacancies with a requirement for database or business intelligence skills 335 307 410
As % of all contract IT jobs advertised in Scotland 21.95% 18.55% 17.39%
Number of daily rates quoted 206 187 295
10th Percentile £313 £356 £400
25th Percentile £401 £410 £413
Median daily rate (50th Percentile) £465 £470 £500
Median % change year-on-year -1.06% -6.00% +4.38%
75th Percentile £538 £538 £575
90th Percentile £600 £664 £650
UK median daily rate £500 £525 £534
% change year-on-year -4.76% -1.69% -2.91%
Number of hourly rates quoted 2 6 1
10th Percentile £15.13 £18.26 -
25th Percentile £20.94 - £18.25
Median hourly rate £30.75 £19.59 £19.50
Median % change year-on-year +56.97% +0.46% -7.14%
75th Percentile £40.44 £25.71 £20.75
90th Percentile £46.18 £28.07 -
UK median hourly rate £47.61 £30.40 £46.18
% change year-on-year +56.61% -34.17% -10.76%

Metadata
Job Vacancy Trend in Scotland

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

Metadata job vacancy trend in Scotland

Metadata
Daily Rate Trend in Scotland

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

Contractor daily rate distribution trend for jobs in Scotland citing Metadata

Metadata
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Metadata in Scotland over the 6 months to 22 December 2025.

Daily rate histogram for Metadata in Scotland

Metadata
Hourly Rate Trend in Scotland

Contractor hourly rate distribution trend for jobs in Scotland citing Metadata.

Contractor hourly rate distribution trend for jobs in Scotland citing Metadata

Metadata
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Metadata within the Scotland region over the 6 months to 22 December 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Glasgow +18 16 £465 - 5
Edinburgh -8 2 - - 4
Metadata
UK

Metadata
Co-Occurring Skills & Capabilities in Scotland 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 (15.79%) Confluence
Applications
1 2 (10.53%) Microsoft Excel
2 1 (5.26%) Adobe XD
2 1 (5.26%) Sketch
Business Applications
1 1 (5.26%) Sparx Enterprise Architect
Cloud Services
1 8 (42.11%) Snowflake
2 7 (36.84%) Azure
3 5 (26.32%) Microsoft Purview
4 4 (21.05%) AWS
4 4 (21.05%) Azure Synapse Analytics
4 4 (21.05%) Power Platform
5 2 (10.53%) Azure Data Factory
5 2 (10.53%) Azure Pipelines
5 2 (10.53%) dbt
5 2 (10.53%) Dynamics 365
5 2 (10.53%) GCP
6 1 (5.26%) Figma
Database & Business Intelligence
1 5 (26.32%) BigQuery
2 4 (21.05%) Data Lake
2 4 (21.05%) Data Warehouse
2 4 (21.05%) Power BI
3 2 (10.53%) Azure SQL Database
3 2 (10.53%) NoSQL
3 2 (10.53%) SQL Server
3 2 (10.53%) SQL Server Reporting Services
4 1 (5.26%) Data Vault
Development Applications
1 3 (15.79%) ERwin
1 3 (15.79%) JIRA
2 1 (5.26%) PowerDesigner
General
1 14 (73.68%) Social Skills
2 6 (31.58%) Analytical Skills
2 6 (31.58%) Documentation Skills
3 5 (26.32%) Finance
4 2 (10.53%) Banking
4 2 (10.53%) Retail Banking
Job Titles
1 7 (36.84%) Analyst
1 7 (36.84%) Data Analyst
2 6 (31.58%) Data Modeller
3 3 (15.79%) Scrum Master
4 2 (10.53%) Architect
4 2 (10.53%) Data Architect
4 2 (10.53%) Data Engineer
4 2 (10.53%) Senior
4 2 (10.53%) Solutions Architect
5 1 (5.26%) Consultant
5 1 (5.26%) Designer
5 1 (5.26%) Lead
5 1 (5.26%) Lead Consultant
5 1 (5.26%) Senior Data Modeller
5 1 (5.26%) Senior Designer
5 1 (5.26%) Teradata Analyst
Libraries, Frameworks & Software Standards
1 2 (10.53%) PySpark
1 2 (10.53%) REST
1 2 (10.53%) SOAP
2 1 (5.26%) AngularJS
2 1 (5.26%) CSS
2 1 (5.26%) HTML
2 1 (5.26%) React
2 1 (5.26%) RESTful
Miscellaneous
1 3 (15.79%) Onboarding
2 1 (5.26%) Analytical Mindset
2 1 (5.26%) Data Structures
Processes & Methodologies
1 15 (78.95%) Data Governance
2 14 (73.68%) Data Modelling
2 14 (73.68%) Metadata Management
3 13 (68.42%) Data Lineage
4 7 (36.84%) Data Transformation
5 5 (26.32%) Data Design
5 5 (26.32%) Data Integration
6 4 (21.05%) Agile
6 4 (21.05%) Analytical Thinking
6 4 (21.05%) Business Intelligence
6 4 (21.05%) Critical Thinking
6 4 (21.05%) Data Architecture
6 4 (21.05%) Data Mapping
6 4 (21.05%) ETL
6 4 (21.05%) Migration
7 3 (15.79%) Analytics
7 3 (15.79%) Data Privacy
7 3 (15.79%) Scaled Agile Framework
7 3 (15.79%) Scrum
7 3 (15.79%) Stakeholder Management
Programming Languages
1 11 (57.89%) SQL
2 2 (10.53%) Python
2 2 (10.53%) T-SQL
Qualifications
1 1 (5.26%) BPSS Clearance
1 1 (5.26%) Degree
1 1 (5.26%) SC Cleared
1 1 (5.26%) Security Cleared
Quality Assurance & Compliance
1 10 (52.63%) Data Quality
2 2 (10.53%) GDPR
3 1 (5.26%) Accessibility
Vendors
1 6 (31.58%) Microsoft
2 5 (26.32%) Oracle
2 5 (26.32%) Teradata
3 4 (21.05%) Databricks
4 1 (5.26%) Adobe
4 1 (5.26%) Sparx