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 16 February 2026, with comparisons to the same periods in the previous two years.

6 months to
16 Feb 2026
Same period 2025 Same period 2024
Rank 18 68 58
Rank change year-on-year +50 -10 -1
Contract jobs citing Data Modelling 63 16 24
As % of all contract jobs in Glasgow 8.85% 1.98% 2.61%
As % of the Processes & Methodologies category 10.47% 2.17% 2.85%
Number of daily rates quoted 47 11 16
10th Percentile £355 £268 -
25th Percentile £388 £328 £400
Median daily rate (50th Percentile) £500 £400 £476
Median % change year-on-year +25.00% -15.92% -4.85%
75th Percentile £575 £456 £531
90th Percentile £656 £575 £607
Scotland median daily rate £500 £450 £506
% change year-on-year +11.11% -11.07% +1.45%
Number of hourly rates quoted 0 1 0
Median hourly rate - £19.59 -
Scotland median hourly rate £64.00 £19.59 -
% change year-on-year +226.70% - -

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 602 739 843
As % of all contract IT jobs advertised in Glasgow 84.55% 91.57% 91.53%
Number of daily rates quoted 381 447 549
10th Percentile £306 £313 £350
25th Percentile £388 £364 £408
Median daily rate (50th Percentile) £450 £450 £500
Median % change year-on-year - -10.00% +5.26%
75th Percentile £560 £550 £600
90th Percentile £640 £625 £700
Scotland median daily rate £450 £450 £480
% change year-on-year - -6.25% +1.05%
Number of hourly rates quoted 16 11 26
10th Percentile £14.13 £16.75 £11.50
25th Percentile £16.17 £18.17 £15.42
Median hourly rate £25.92 £24.15 £16.35
Median % change year-on-year +7.33% +47.71% +53.81%
75th Percentile £51.25 £35.13 £30.19
90th Percentile £61.54 £65.00 £75.00
Scotland median hourly rate £20.00 £23.00 £19.50
% change year-on-year -13.04% +17.95% +10.05%

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 16 February 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 (12.70%) Apache Spark
2 5 (7.94%) Confluence
3 3 (4.76%) Apache
3 3 (4.76%) Apache Airflow
Applications
1 4 (6.35%) Microsoft Project
Business Applications
1 1 (1.59%) Sparx Enterprise Architect
Cloud Services
1 18 (28.57%) Azure
2 15 (23.81%) AWS
3 12 (19.05%) Snowflake
4 5 (7.94%) Amazon S3
4 5 (7.94%) AWS CloudFormation
4 5 (7.94%) AWS Lambda
4 5 (7.94%) Azure DevOps
4 5 (7.94%) Azure Synapse Analytics
4 5 (7.94%) Collibra
4 5 (7.94%) GCP
4 5 (7.94%) Power Platform
4 5 (7.94%) Serverless
5 4 (6.35%) Azure Data Factory
5 4 (6.35%) Cloud Computing
5 4 (6.35%) Microsoft Purview
6 3 (4.76%) Amazon SQS
6 3 (4.76%) AWS CloudTrail
7 2 (3.17%) Amazon CloudWatch
7 2 (3.17%) Amazon ECS
7 2 (3.17%) Amazon EMR
Communications & Networking
1 2 (3.17%) DSL
Database & Business Intelligence
1 20 (31.75%) Metadata
2 13 (20.63%) Relational Database
3 12 (19.05%) Data Warehouse
4 9 (14.29%) Big Data
5 8 (12.70%) Data Lake
6 7 (11.11%) Hadoop
7 6 (9.52%) PostgreSQL
8 5 (7.94%) Amazon Athena
8 5 (7.94%) NoSQL
8 5 (7.94%) Power BI
9 4 (6.35%) BigQuery
9 4 (6.35%) Snowflake Schema
10 3 (4.76%) Amazon Aurora
10 3 (4.76%) Amazon Redshift
10 3 (4.76%) Data Vault
11 2 (3.17%) DynamoDB
11 2 (3.17%) Elasticsearch
11 2 (3.17%) Oracle Database
11 2 (3.17%) SQL Server
11 2 (3.17%) SQL Server Reporting Services
Development Applications
1 11 (17.46%) Git
2 5 (7.94%) JIRA
3 3 (4.76%) ERwin
3 3 (4.76%) Jenkins
4 1 (1.59%) PowerDesigner
General
1 29 (46.03%) Finance
2 18 (28.57%) Social Skills
3 14 (22.22%) Banking
4 10 (15.87%) Analytical Skills
5 8 (12.70%) Investment Banking
6 6 (9.52%) Documentation Skills
6 6 (9.52%) Public Sector
7 2 (3.17%) Marketing
8 1 (1.59%) Aviation
8 1 (1.59%) Billing
8 1 (1.59%) Wholesale Banking
Job Titles
1 17 (26.98%) Analyst
1 17 (26.98%) Data Modeller
2 16 (25.40%) Data Analyst
3 13 (20.63%) Data Engineer
4 10 (15.87%) Architect
5 7 (11.11%) Data Architect
6 4 (6.35%) Scrum Master
7 3 (4.76%) AWS Architect
7 3 (4.76%) AWS Data Architect
7 3 (4.76%) Business Analyst
7 3 (4.76%) DBA
7 3 (4.76%) Salesforce Architect
7 3 (4.76%) Senior
7 3 (4.76%) Solutions Architect
8 2 (3.17%) AWS Data Engineer
8 2 (3.17%) AWS Engineer
8 2 (3.17%) Data Business Analyst
8 2 (3.17%) Python Data Engineer
8 2 (3.17%) SQL Analyst
8 2 (3.17%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 8 (12.70%) PySpark
2 6 (9.52%) REST
3 3 (4.76%) JSON
3 3 (4.76%) Node.js
3 3 (4.76%) SOAP
3 3 (4.76%) Streamlit
3 3 (4.76%) XML
4 2 (3.17%) Kafka
4 2 (3.17%) OAuth
4 2 (3.17%) OAuth2
4 2 (3.17%) RabbitMQ
5 1 (1.59%) NumPy
5 1 (1.59%) Pandas
5 1 (1.59%) RESTful
Miscellaneous
1 10 (15.87%) Virtual Team
2 9 (14.29%) CMDB
3 8 (12.70%) Cloud Native
4 7 (11.11%) Product Ownership
5 6 (9.52%) Data Structures
5 6 (9.52%) Self-Motivation
6 5 (7.94%) Reference Data
7 4 (6.35%) Onboarding
8 3 (4.76%) Replication
9 2 (3.17%) Data Centre
9 2 (3.17%) Distributed Systems
9 2 (3.17%) W3C
10 1 (1.59%) Analytical Mindset
10 1 (1.59%) Data Fabric
10 1 (1.59%) Enterprise Software
10 1 (1.59%) Wiki
Operating Systems
1 5 (7.94%) Linux
1 5 (7.94%) Unix
Processes & Methodologies
1 25 (39.68%) Agile
2 24 (38.10%) Data Architecture
3 23 (36.51%) Analytics
4 22 (34.92%) Data Lineage
5 21 (33.33%) ETL
5 21 (33.33%) Problem-Solving
6 20 (31.75%) Data Governance
7 16 (25.40%) DevOps
8 14 (22.22%) Visualisation
9 13 (20.63%) Data Management
10 12 (19.05%) Data Engineering
11 11 (17.46%) Data Pipeline
11 11 (17.46%) Data Transformation
11 11 (17.46%) Metadata Management
11 11 (17.46%) Migration
12 10 (15.87%) Conceptual Models
12 10 (15.87%) Data Visualisation
13 9 (14.29%) Data Ingestion
13 9 (14.29%) Data Integration
13 9 (14.29%) Logical Data Model
Programming Languages
1 35 (55.56%) SQL
2 21 (33.33%) Python
3 2 (3.17%) SPARQL
3 2 (3.17%) T-SQL
4 1 (1.59%) PL/SQL
4 1 (1.59%) Shell Script
Qualifications
1 7 (11.11%) Security Cleared
2 6 (9.52%) ITIL Certification
3 5 (7.94%) Degree
4 3 (4.76%) AWS Certification
4 3 (4.76%) AWS Certified Solutions Architect
5 2 (3.17%) BPSS Clearance
6 1 (1.59%) SC Cleared
Quality Assurance & Compliance
1 17 (26.98%) Data Quality
2 6 (9.52%) GDPR
3 2 (3.17%) Accessibility
3 2 (3.17%) QA
4 1 (1.59%) Disclosure Scotland
Systems Management
1 3 (4.76%) Ansible
1 3 (4.76%) Terraform
2 2 (3.17%) Grafana
2 2 (3.17%) Prometheus
Vendors
1 14 (22.22%) ServiceNow
2 13 (20.63%) Databricks
3 11 (17.46%) Microsoft
4 7 (11.11%) Oracle
5 4 (6.35%) Teradata
6 3 (4.76%) Google
6 3 (4.76%) Greenplum
6 3 (4.76%) Informatica
6 3 (4.76%) Salesforce
6 3 (4.76%) Talend
7 2 (3.17%) Ab Initio
7 2 (3.17%) IBM
8 1 (1.59%) Cloudera
8 1 (1.59%) MuleSoft
8 1 (1.59%) Salesforce Marketing Cloud
8 1 (1.59%) Sparx