Data Modelling Contract Job Trends in Glasgow

Data Modelling
Scotland > Glasgow

The table below provides summary statistics and contractor rates for jobs advertised in Glasgow requiring Data Modelling skills. It covers contract job vacancies from the 6 months leading up to 20 July 2026, with comparisons to the same periods in the previous two years.

6 months to
20 Jul 2026
Same period 2025 Same period 2024
Rank 27 48 35
Rank change year-on-year +21 -13 +1
Contract jobs citing Data Modelling 76 42 32
As % of all contract jobs in Glasgow 7.29% 5.12% 4.22%
As % of the Processes & Methodologies category 8.63% 5.58% 4.66%
Number of daily rates quoted 45 27 22
10th Percentile £313 £268 £357
25th Percentile £375 £300 £414
Median daily rate (50th Percentile) £509 £400 £450
Median % change year-on-year +27.25% -11.11% -10.00%
75th Percentile £588 £475 £483
90th Percentile £644 £525 £534
Scotland median daily rate £475 £425 £475
% change year-on-year +11.76% -10.53% -5.00%

All Process & 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 881 753 686
As % of all contract IT jobs advertised in Glasgow 84.47% 91.83% 90.50%
Number of daily rates quoted 509 487 480
10th Percentile £283 £300 £270
25th Percentile £358 £375 £363
Median daily rate (50th Percentile) £450 £465 £450
Median % change year-on-year -3.23% +3.33% -8.16%
75th Percentile £575 £550 £550
90th Percentile £675 £613 £631
Scotland median daily rate £451 £463 £450
% change year-on-year -2.59% +2.78% -5.26%
Number of hourly rates quoted 35 18 26
10th Percentile £13.50 £16.31 £13.19
25th Percentile £14.07 £16.84 £16.76
Median hourly rate £35.00 £19.71 £40.94
Median % change year-on-year +77.57% -51.86% +182.34%
75th Percentile £43.96 £25.95 £50.55
90th Percentile £77.50 £35.60 £62.50
Scotland median hourly rate £19.33 £20.00 £19.94
% change year-on-year -3.35% +0.31% +8.80%

Data Modelling
Job Vacancy Trend in Glasgow

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

Data Modelling job vacancy trend in Glasgow

Data Modelling
Daily Rate Trend in Glasgow

Contractor daily rate distribution trend for jobs in Glasgow citing Data Modelling.

Contractor daily rate distribution trend for jobs in Glasgow citing Data Modelling

Data Modelling
Daily Rate Histogram in Glasgow

Daily rate distribution for jobs citing Data Modelling in Glasgow over the 6 months to 20 July 2026.

Daily rate histogram for Data Modelling in Glasgow

Data Modelling
Hourly Rate Trend in Glasgow

Contractor hourly rate distribution trend for jobs in Glasgow citing Data Modelling.

Contractor hourly rate distribution trend for jobs in Glasgow citing Data Modelling

Data Modelling
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 8 (10.53%) Apache Spark
1 8 (10.53%) Confluence
2 4 (5.26%) Apache
3 2 (2.63%) Alfresco
3 2 (2.63%) Apache Airflow
Applications
1 4 (5.26%) Microsoft Project
Business Applications
1 2 (2.63%) SAP ECC
1 2 (2.63%) SAP S/4HANA
2 1 (1.32%) Dynamics CRM
2 1 (1.32%) Oracle Applications
2 1 (1.32%) Sonata
Cloud Services
1 15 (19.74%) Azure
2 12 (15.79%) Power Platform
3 11 (14.47%) Snowflake
4 8 (10.53%) AWS
5 7 (9.21%) Collibra
6 5 (6.58%) Azure DevOps
7 3 (3.95%) Amazon ECS
7 3 (3.95%) Amazon S3
7 3 (3.95%) AWS CloudFormation
7 3 (3.95%) AWS Lambda
7 3 (3.95%) Serverless
8 2 (2.63%) Amazon CloudWatch
8 2 (2.63%) Amazon EC2
8 2 (2.63%) Amazon EMR
8 2 (2.63%) Amazon EventBridge
8 2 (2.63%) Amazon Neptune
8 2 (2.63%) AWS Step Functions
8 2 (2.63%) Azure Data Factory
8 2 (2.63%) Cloud Computing
8 2 (2.63%) GCP
Communications & Networking
1 2 (2.63%) DSL
Database & Business Intelligence
1 25 (32.89%) Metadata
2 13 (17.11%) Data Vault
3 11 (14.47%) Power BI
3 11 (14.47%) Relational Database
3 11 (14.47%) Snowflake Schema
4 8 (10.53%) Big Data
5 7 (9.21%) Data Warehouse
5 7 (9.21%) NoSQL
5 7 (9.21%) PostgreSQL
5 7 (9.21%) SQL Server
6 6 (7.89%) MySQL
6 6 (7.89%) Oracle Database
6 6 (7.89%) Oracle Reports
7 5 (6.58%) Tableau
8 4 (5.26%) Hadoop
9 3 (3.95%) Data Lake
9 3 (3.95%) Semantic Layer
10 2 (2.63%) Amazon Athena
10 2 (2.63%) DynamoDB
10 2 (2.63%) MongoDB
Development Applications
1 14 (18.42%) Git
2 7 (9.21%) JIRA
3 4 (5.26%) Oracle Forms
4 3 (3.95%) ER Studio
4 3 (3.95%) ERwin
4 3 (3.95%) GitLab
4 3 (3.95%) Subversion
5 2 (2.63%) Jenkins
5 2 (2.63%) PVCS
6 1 (1.32%) Oracle APEX
6 1 (1.32%) SonarQube
6 1 (1.32%) Sonatype Nexus
General
1 36 (47.37%) Finance
2 24 (31.58%) Social Skills
3 22 (28.95%) Banking
4 13 (17.11%) Investment Banking
5 11 (14.47%) Analytical Skills
6 9 (11.84%) Aviation
7 7 (9.21%) Documentation Skills
8 4 (5.26%) Public Sector
9 1 (1.32%) Billing
9 1 (1.32%) Inclusion and Diversity
9 1 (1.32%) Law
9 1 (1.32%) Organisational Skills
9 1 (1.32%) Presentation Skills
9 1 (1.32%) Wholesale Banking
Job Titles
1 23 (30.26%) Data Modeller
2 14 (18.42%) Data Engineer
3 9 (11.84%) Analyst
4 8 (10.53%) Developer
5 7 (9.21%) Architect
6 6 (7.89%) Data Analyst
6 6 (7.89%) Senior
6 6 (7.89%) Site Engineer
6 6 (7.89%) Site Reliability Engineer
7 5 (6.58%) Scrum Master
8 4 (5.26%) Business Analyst
8 4 (5.26%) Data Architect
8 4 (5.26%) Oracle Developer
9 3 (3.95%) AWS Engineer
9 3 (3.95%) ITSM Analyst
9 3 (3.95%) Lead
9 3 (3.95%) Senior Developer
9 3 (3.95%) Senior Oracle Developer
10 2 (2.63%) AWS Data Engineer
10 2 (2.63%) Data Integration Engineer
Libraries, Frameworks & Software Standards
1 11 (14.47%) PySpark
2 7 (9.21%) Streamlit
3 4 (5.26%) Kafka
4 3 (3.95%) RESTful
4 3 (3.95%) Spring
4 3 (3.95%) Spring Boot
5 2 (2.63%) OAuth
5 2 (2.63%) OAuth2
5 2 (2.63%) REST
5 2 (2.63%) Spark Streaming
6 1 (1.32%) boto
6 1 (1.32%) GraphQL
6 1 (1.32%) Hibernate
6 1 (1.32%) JSON
6 1 (1.32%) LESS
6 1 (1.32%) Node.js
6 1 (1.32%) Oracle Fusion
6 1 (1.32%) React
6 1 (1.32%) Sass
6 1 (1.32%) Swagger
Miscellaneous
1 20 (26.32%) Cloud Native
2 9 (11.84%) Product Ownership
3 6 (7.89%) Distributed Systems
3 6 (7.89%) Reference Data
3 6 (7.89%) Virtual Team
4 4 (5.26%) Data Structures
4 4 (5.26%) Onboarding
5 2 (2.63%) CMDB
5 2 (2.63%) Distributed Computing
5 2 (2.63%) W3C
6 1 (1.32%) Cyber Threat
6 1 (1.32%) Data Centre
6 1 (1.32%) Data Protection Act
6 1 (1.32%) Enterprise Software
6 1 (1.32%) Mobile App
6 1 (1.32%) Replication
Operating Systems
1 8 (10.53%) Linux
2 7 (9.21%) Unix
Processes & Methodologies
1 35 (46.05%) Analytics
2 33 (43.42%) Agile
3 24 (31.58%) Data Pipeline
4 22 (28.95%) Data Governance
5 20 (26.32%) CI/CD
6 19 (25.00%) DevOps
6 19 (25.00%) Stakeholder Management
7 18 (23.68%) Data Transformation
7 18 (23.68%) Validation
8 17 (22.37%) Data Engineering
8 17 (22.37%) Problem-Solving
9 15 (19.74%) Migration
10 14 (18.42%) Business Intelligence
11 13 (17.11%) Continuous Improvement
11 13 (17.11%) Data Ingestion
11 13 (17.11%) ETL
11 13 (17.11%) Platform Engineering
12 12 (15.79%) Data Architecture
12 12 (15.79%) Logical Data Model
12 12 (15.79%) Observability
Programming Languages
1 29 (38.16%) SQL
2 28 (36.84%) Python
3 6 (7.89%) Java
4 4 (5.26%) PL/SQL
5 2 (2.63%) Scala
5 2 (2.63%) SPARQL
6 1 (1.32%) Data Analysis Expressions
6 1 (1.32%) JavaScript
6 1 (1.32%) PowerShell
6 1 (1.32%) Shell Script
6 1 (1.32%) T-SQL
6 1 (1.32%) TypeScript
Qualifications
1 5 (6.58%) Degree
2 4 (5.26%) Security Cleared
3 1 (1.32%) BPSS Clearance
Quality Assurance & Compliance
1 22 (28.95%) Data Quality
2 7 (9.21%) GDPR
3 6 (7.89%) QA
4 4 (5.26%) Disclosure Scotland
System Software
1 3 (3.95%) Docker
Systems Management
1 4 (5.26%) Grafana
1 4 (5.26%) Kubernetes
2 2 (2.63%) Prometheus
3 1 (1.32%) Ansible
3 1 (1.32%) Terraform
Vendors
1 17 (22.37%) Oracle
2 14 (18.42%) Microsoft
3 11 (14.47%) Databricks
4 3 (3.95%) Informatica
4 3 (3.95%) SAP
4 3 (3.95%) Talend
5 2 (2.63%) ServiceNow
6 1 (1.32%) Avaloq
6 1 (1.32%) FNZ
6 1 (1.32%) Google
6 1 (1.32%) Greenplum
6 1 (1.32%) IBM
6 1 (1.32%) Salesforce
6 1 (1.32%) Workday