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 16 May 2025, comparing them to the same period in the previous two years.

6 months to
16 May 2025
Same period 2024 Same period 2023
Rank 52 42 51
Rank change year-on-year -10 +9 +15
Contract jobs citing Data Modelling 29 32 38
As % of all contract jobs advertised in Glasgow 3.80% 3.79% 4.34%
As % of the Processes & Methodologies category 4.06% 4.09% 4.61%
Number of daily rates quoted 18 22 26
10th Percentile £266 £357 £444
25th Percentile £300 £403 £486
Median daily rate (50th Percentile) £408 £443 £550
Median % change year-on-year -8.01% -19.45% +14.29%
75th Percentile £484 £492 £590
90th Percentile £538 £583 £700
Scotland median daily rate £441 £500 £550
% change year-on-year -11.90% -9.09% +10.00%
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 715 782 824
As % of all contract IT jobs advertised in Glasgow 93.59% 92.54% 94.17%
Number of daily rates quoted 447 504 593
10th Percentile £300 £275 £351
25th Percentile £389 £385 £410
Median daily rate (50th Percentile) £465 £475 £475
Median % change year-on-year -2.21% - +5.56%
75th Percentile £550 £575 £588
90th Percentile £600 £629 £700
Scotland median daily rate £463 £475 £475
% change year-on-year -2.63% - +0.96%
Number of hourly rates quoted 12 37 31
10th Percentile £15.26 £12.03 -
25th Percentile £16.75 £16.00 £10.63
Median hourly rate £19.71 £31.50 £14.25
Median % change year-on-year -37.43% +121.05% -64.38%
75th Percentile £35.11 £53.75 £29.38
90th Percentile £74.21 £67.50 £58.75
Scotland median hourly rate £19.97 £19.50 £16.25
% change year-on-year +2.41% +20.00% -56.59%

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 16 May 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 7 (24.14%) Confluence
2 3 (10.34%) SAS
3 1 (3.45%) Apache Spark
Applications
1 3 (10.34%) Microsoft Excel
2 2 (6.90%) Microsoft PowerPoint
Cloud Services
1 3 (10.34%) Power Platform
2 2 (6.90%) Azure
3 1 (3.45%) Azure DevOps
3 1 (3.45%) Dynamics 365
3 1 (3.45%) Snowflake
Database & Business Intelligence
1 7 (24.14%) Oracle Database
2 5 (17.24%) Relational Database
3 3 (10.34%) Power BI
4 2 (6.90%) CockroachDB
4 2 (6.90%) Data Warehouse
5 1 (3.45%) DB2
5 1 (3.45%) Enterprise Data Warehouse
5 1 (3.45%) PostgreSQL
5 1 (3.45%) RDBMS
5 1 (3.45%) SQL Server
Development Applications
1 8 (27.59%) Git
2 7 (24.14%) JIRA
3 6 (20.69%) Oracle Forms
3 6 (20.69%) PVCS
3 6 (20.69%) Subversion
General
1 11 (37.93%) Finance
2 7 (24.14%) Social Skills
3 4 (13.79%) Analytical Skills
4 3 (10.34%) Banking
4 3 (10.34%) Investment Banking
4 3 (10.34%) Public Sector
5 2 (6.90%) Back Office
6 1 (3.45%) Financial Institution
6 1 (3.45%) Organisational Skills
6 1 (3.45%) Presentation Skills
6 1 (3.45%) Publishing
Job Titles
1 11 (37.93%) Analyst
2 10 (34.48%) Developer
3 8 (27.59%) Architect
3 8 (27.59%) Data Architect
4 7 (24.14%) Business Analyst
5 6 (20.69%) Oracle Developer
6 4 (13.79%) Senior
6 4 (13.79%) Senior Developer
6 4 (13.79%) Technical Analyst
6 4 (13.79%) Technical Business Analyst
7 3 (10.34%) Data Analyst
7 3 (10.34%) Data Modeller
7 3 (10.34%) ITSM Analyst
7 3 (10.34%) ITSM Architect
7 3 (10.34%) SAS Analyst
7 3 (10.34%) SAS Architect
7 3 (10.34%) SAS Data Analyst
7 3 (10.34%) SAS Modeller
8 2 (6.90%) Business Intelligence Developer
8 2 (6.90%) Senior Oracle Developer
Libraries, Frameworks & Software Standards
1 6 (20.69%) Java EE
2 2 (6.90%) AngularJS
2 2 (6.90%) Django
2 2 (6.90%) React
2 2 (6.90%) REST
3 1 (3.45%) Kafka
Miscellaneous
1 6 (20.69%) CMDB
2 3 (10.34%) Distributed Systems
2 3 (10.34%) Self-Motivation
3 2 (6.90%) Data Protection Act
3 2 (6.90%) Data Structures
3 2 (6.90%) Product Ownership
4 1 (3.45%) Enterprise Software
4 1 (3.45%) Legacy Systems
4 1 (3.45%) Virtual Team
Operating Systems
1 1 (3.45%) Unix
Processes & Methodologies
1 13 (44.83%) Agile
2 9 (31.03%) ITSM
3 8 (27.59%) ETL
3 8 (27.59%) ITIL
4 7 (24.14%) Data Analysis
4 7 (24.14%) Problem-Solving
5 6 (20.69%) Configuration Management
5 6 (20.69%) Technical Analysis
5 6 (20.69%) Unit Testing
6 5 (17.24%) Data Design
6 5 (17.24%) ETL Development
6 5 (17.24%) Programme Management
7 4 (13.79%) Collaborative Working
7 4 (13.79%) Data Architecture
7 4 (13.79%) Service Management
7 4 (13.79%) Work Breakdown Structure
8 3 (10.34%) Data Protection
8 3 (10.34%) Enterprise Architecture
8 3 (10.34%) Time Management
8 3 (10.34%) Visualisation
Programming Languages
1 16 (55.17%) SQL
2 8 (27.59%) PL/SQL
3 6 (20.69%) C
3 6 (20.69%) Java
3 6 (20.69%) ProC
4 3 (10.34%) Python
5 2 (6.90%) Data Analysis Expressions
6 1 (3.45%) Shell Script
Qualifications
1 2 (6.90%) Degree
2 1 (3.45%) BPSS Clearance
2 1 (3.45%) CBAP
2 1 (3.45%) IIBA
2 1 (3.45%) ITIL Certification
2 1 (3.45%) SC Cleared
2 1 (3.45%) Security Cleared
Quality Assurance & Compliance
1 6 (20.69%) Data Quality
2 4 (13.79%) QA
Vendors
1 9 (31.03%) Oracle
2 6 (20.69%) ServiceNow
3 4 (13.79%) Microsoft
4 3 (10.34%) Databricks
5 1 (3.45%) Greenplum