Data Modelling Contracts in Glasgow

Data Modelling
Scotland > Glasgow

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

6 months to
3 Jul 2025
Same period 2024 Same period 2023
Rank 40 37 47
Rank change year-on-year -3 +10 +21
Contract jobs citing Data Modelling 43 33 34
As % of all contract jobs advertised in Glasgow 5.45% 4.30% 3.78%
As % of the Processes & Methodologies category 5.91% 4.75% 4.05%
Number of daily rates quoted 27 22 24
10th Percentile £268 £357 £392
25th Percentile £300 £414 £463
Median daily rate (50th Percentile) £400 £450 £560
Median % change year-on-year -11.11% -19.61% +6.62%
75th Percentile £481 £483 £605
90th Percentile £526 £534 £700
Scotland median daily rate £427 £487 £500
% change year-on-year -12.28% -2.65% -4.76%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £35.00
Scotland median hourly rate - - £35.00

All Process and Methodology Skills
Glasgow

Data Modelling falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Glasgow.

Contract vacancies with a requirement for process or methodology skills 727 695 839
As % of all contract IT jobs advertised in Glasgow 92.14% 90.49% 93.22%
Number of daily rates quoted 465 468 567
10th Percentile £300 £263 £348
25th Percentile £378 £377 £413
Median daily rate (50th Percentile) £467 £450 £500
Median % change year-on-year +3.78% -10.00% +7.71%
75th Percentile £550 £564 £577
90th Percentile £603 £625 £674
Scotland median daily rate £464 £459 £475
% change year-on-year +1.03% -3.37% -
Number of hourly rates quoted 19 33 39
10th Percentile £16.49 £11.68 -
25th Percentile £16.84 £16.00 £10.63
Median hourly rate £19.83 £40.94 £14.25
Median % change year-on-year -51.56% +187.30% -61.93%
75th Percentile £26.21 £57.50 £18.84
90th Percentile £59.00 £72.50 £58.75
Scotland median hourly rate £20.00 £19.59 £15.25
% change year-on-year +2.09% +28.50% -59.27%

Data Modelling
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Data Modelling in Glasgow

Data Modelling
Contractor Daily Rate Trend in Glasgow

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

Daily rate trend for Data Modelling in Glasgow

Data Modelling
Daily Rate Histogram in Glasgow

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

Daily rate histogram for Data Modelling in Glasgow

Data Modelling
Contractor Hourly Rate Trend in Glasgow

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

Hourly rate trend for Data Modelling in Glasgow

Data Modelling
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 9 (20.93%) Confluence
2 5 (11.63%) SAS
3 1 (2.33%) Apache Spark
Applications
1 5 (11.63%) Microsoft Excel
2 4 (9.30%) Microsoft PowerPoint
Business Applications
1 1 (2.33%) Oracle EBS
Cloud Services
1 7 (16.28%) Power Platform
2 2 (4.65%) Azure
3 1 (2.33%) Azure DevOps
3 1 (2.33%) Dynamics 365
3 1 (2.33%) Snowflake
Database & Business Intelligence
1 8 (18.60%) Relational Database
2 7 (16.28%) Oracle Database
2 7 (16.28%) Power BI
3 3 (6.98%) Power Query
4 2 (4.65%) CockroachDB
4 2 (4.65%) Data Warehouse
4 2 (4.65%) SQL Server
5 1 (2.33%) DB2
5 1 (2.33%) Enterprise Data Warehouse
5 1 (2.33%) Oracle Reports
5 1 (2.33%) PostgreSQL
5 1 (2.33%) RDBMS
5 1 (2.33%) Tableau
Development Applications
1 9 (20.93%) JIRA
2 8 (18.60%) Git
3 6 (13.95%) Oracle Forms
3 6 (13.95%) PVCS
3 6 (13.95%) Subversion
General
1 18 (41.86%) Finance
2 12 (27.91%) Analytical Skills
2 12 (27.91%) Social Skills
3 6 (13.95%) Banking
4 5 (11.63%) Investment Banking
4 5 (11.63%) Public Sector
5 2 (4.65%) Back Office
5 2 (4.65%) Presentation Skills
6 1 (2.33%) Corporate Banking
6 1 (2.33%) Financial Institution
6 1 (2.33%) Influencing Skills
6 1 (2.33%) Organisational Skills
6 1 (2.33%) Publishing
Job Titles
1 24 (55.81%) Analyst
2 12 (27.91%) Business Analyst
3 11 (25.58%) Developer
4 10 (23.26%) Architect
4 10 (23.26%) Data Architect
5 8 (18.60%) Data Analyst
6 6 (13.95%) Oracle Developer
7 5 (11.63%) Data Modeller
7 5 (11.63%) ITSM Analyst
7 5 (11.63%) ITSM Architect
7 5 (11.63%) SAS Analyst
7 5 (11.63%) SAS Architect
7 5 (11.63%) SAS Data Analyst
7 5 (11.63%) SAS Modeller
7 5 (11.63%) Senior
8 4 (9.30%) Senior Developer
8 4 (9.30%) Technical Analyst
8 4 (9.30%) Technical Business Analyst
9 3 (6.98%) Business Intelligence Analyst
9 3 (6.98%) SQL Developer
Libraries, Frameworks & Software Standards
1 6 (13.95%) Java EE
2 2 (4.65%) AngularJS
2 2 (4.65%) Django
2 2 (4.65%) React
2 2 (4.65%) REST
3 1 (2.33%) Kafka
3 1 (2.33%) Oracle Fusion
Miscellaneous
1 8 (18.60%) CMDB
2 6 (13.95%) Product Ownership
3 5 (11.63%) Self-Motivation
4 3 (6.98%) Distributed Systems
4 3 (6.98%) Virtual Team
5 2 (4.65%) Data Protection Act
5 2 (4.65%) Data Structures
6 1 (2.33%) Analytical Mindset
6 1 (2.33%) Enterprise Software
6 1 (2.33%) Legacy Systems
Operating Systems
1 1 (2.33%) Unix
Processes & Methodologies
1 17 (39.53%) Agile
2 15 (34.88%) Data Analysis
3 13 (30.23%) ITSM
4 12 (27.91%) ITIL
5 11 (25.58%) ETL
6 10 (23.26%) Problem-Solving
7 8 (18.60%) Change Control
7 8 (18.60%) Configuration Management
7 8 (18.60%) Visualisation
8 7 (16.28%) Business Intelligence
8 7 (16.28%) Data Architecture
8 7 (16.28%) Data Visualisation
8 7 (16.28%) Programme Management
9 6 (13.95%) Service Management
9 6 (13.95%) Technical Analysis
9 6 (13.95%) Unit Testing
10 5 (11.63%) Data Design
10 5 (11.63%) Decision-Making
10 5 (11.63%) ETL Development
10 5 (11.63%) User Stories
Programming Languages
1 22 (51.16%) SQL
2 8 (18.60%) PL/SQL
3 7 (16.28%) Python
4 6 (13.95%) C
4 6 (13.95%) Java
4 6 (13.95%) ProC
5 5 (11.63%) Data Analysis Expressions
6 1 (2.33%) R
6 1 (2.33%) Shell Script
6 1 (2.33%) T-SQL
Qualifications
1 3 (6.98%) BPSS Clearance
1 3 (6.98%) ITIL Certification
2 2 (4.65%) Degree
3 1 (2.33%) CBAP
3 1 (2.33%) IIBA
3 1 (2.33%) SC Cleared
3 1 (2.33%) Security Cleared
Quality Assurance & Compliance
1 9 (20.93%) Data Quality
2 4 (9.30%) GDPR
2 4 (9.30%) QA
3 1 (2.33%) Disclosure Scotland
System Software
1 1 (2.33%) Active Directory
Vendors
1 10 (23.26%) Oracle
2 8 (18.60%) ServiceNow
3 5 (11.63%) Microsoft
4 3 (6.98%) Databricks
5 1 (2.33%) Greenplum