Data Modelling Contracts in Edinburgh

Data Modelling
Scotland > Edinburgh

The table below provides summary statistics for contract job vacancies advertised in Edinburgh 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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 40 45 83
Rank change year-on-year +5 +38 -14
Contract jobs citing Data Modelling 27 27 29
As % of all contract jobs advertised in Edinburgh 4.32% 3.31% 2.23%
As % of the Processes & Methodologies category 4.55% 3.75% 2.34%
Number of daily rates quoted 12 16 18
10th Percentile £434 £483 £391
25th Percentile £472 £500 £450
Median daily rate (50th Percentile) £523 £525 £538
Median % change year-on-year -0.48% -2.33% +2.38%
75th Percentile £556 £556 £716
90th Percentile £608 £663 £825
Scotland median daily rate £450 £500 £530
% change year-on-year -10.00% -5.66% +6.00%

All Process and Methodology Skills
Edinburgh

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 Edinburgh.

Contract vacancies with a requirement for process or methodology skills 594 720 1,240
As % of all contract IT jobs advertised in Edinburgh 95.04% 88.34% 95.17%
Number of daily rates quoted 333 422 884
10th Percentile £214 £233 £254
25th Percentile £403 £413 £406
Median daily rate (50th Percentile) £471 £484 £475
Median % change year-on-year -2.59% +1.79% -
75th Percentile £541 £575 £545
90th Percentile £630 £663 £625
Scotland median daily rate £463 £475 £475
% change year-on-year -2.63% - +2.15%
Number of hourly rates quoted 24 31 11
10th Percentile - £15.10 £13.16
25th Percentile £17.30 £16.25 £17.72
Median hourly rate £22.44 £22.87 £21.26
Median % change year-on-year -1.89% +7.57% -46.85%
75th Percentile £25.59 £60.75 £53.75
90th Percentile £42.35 - £54.50
Scotland median hourly rate £21.59 £19.34 £17.72
% change year-on-year +11.66% +9.11% -55.69%

Data Modelling
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Data Modelling in Edinburgh

Data Modelling
Contractor Daily Rate Trend in Edinburgh

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

Daily rate trend for Data Modelling in Edinburgh

Data Modelling
Daily Rate Histogram in Edinburgh

Daily rate distribution for jobs citing Data Modelling in Edinburgh over the 6 months to 1 May 2025.

Daily rate histogram for Data Modelling in Edinburgh

Data Modelling
Contractor Hourly Rate Trend in Edinburgh

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

Hourly rate trend for Data Modelling in Edinburgh

Data Modelling
Co-occurring Skills and Capabilities in Edinburgh 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 3 (11.11%) Confluence
1 3 (11.11%) SharePoint
2 2 (7.41%) Apache Airflow
3 1 (3.70%) Apache Spark
3 1 (3.70%) SAS
Applications
1 5 (18.52%) Microsoft Excel
2 3 (11.11%) MS Visio
3 1 (3.70%) Microsoft PowerPoint
Business Applications
1 2 (7.41%) Dynamics GP
1 2 (7.41%) Oracle ERP
2 1 (3.70%) Sparx Enterprise Architect
Cloud Services
1 11 (40.74%) Power Platform
2 10 (37.04%) Azure
3 3 (11.11%) Microsoft 365
3 3 (11.11%) OCI
3 3 (11.11%) Snowflake
4 2 (7.41%) Amazon EMR
4 2 (7.41%) Amazon S3
4 2 (7.41%) AWS
4 2 (7.41%) GCP
5 1 (3.70%) Azure Data Factory
5 1 (3.70%) Azure DevOps
5 1 (3.70%) Azure Synapse Analytics
5 1 (3.70%) Cloud Computing
5 1 (3.70%) Collibra
5 1 (3.70%) iPaaS
Communications & Networking
1 2 (7.41%) Firewall
2 1 (3.70%) Internet
2 1 (3.70%) Intranet
Database & Business Intelligence
1 8 (29.63%) Data Warehouse
2 7 (25.93%) Power BI
3 4 (14.81%) Tableau
4 3 (11.11%) Oracle BI Publisher
5 2 (7.41%) Amazon Athena
5 2 (7.41%) Amazon RDS
5 2 (7.41%) Data Lake
5 2 (7.41%) Metadata
5 2 (7.41%) Oracle Database
5 2 (7.41%) Oracle Reports
5 2 (7.41%) PostgreSQL
5 2 (7.41%) PowerCenter
5 2 (7.41%) SQL Server
6 1 (3.70%) Data Mining
6 1 (3.70%) Metadata Repository
6 1 (3.70%) MS Access
6 1 (3.70%) OLTP
6 1 (3.70%) QlikView
6 1 (3.70%) RDBMS
6 1 (3.70%) Star Schema
Development Applications
1 3 (11.11%) JIRA
2 2 (7.41%) ER Studio
2 2 (7.41%) GitLab
3 1 (3.70%) Git
General
1 17 (62.96%) Finance
2 10 (37.04%) Social Skills
3 8 (29.63%) Banking
4 7 (25.93%) Analytical Skills
5 5 (18.52%) Public Sector
6 2 (7.41%) Retail Banking
7 1 (3.70%) Back Office
7 1 (3.70%) Investment Banking
7 1 (3.70%) Organisational Skills
7 1 (3.70%) Presentation Skills
7 1 (3.70%) Publishing
Job Titles
1 10 (37.04%) Analyst
2 6 (22.22%) Data Analyst
3 4 (14.81%) Data Engineer
4 3 (11.11%) Architect
4 3 (11.11%) Business Data Analyst
4 3 (11.11%) ETL Analyst
4 3 (11.11%) Re-Platforming Analyst
4 3 (11.11%) Security Specialist
4 3 (11.11%) Senior
4 3 (11.11%) Technical Analyst
5 2 (7.41%) Business Analyst
5 2 (7.41%) Data Analytics Engineer
5 2 (7.41%) Data Architect
5 2 (7.41%) Data Modeller
6 1 (3.70%) Azure Architect
6 1 (3.70%) Azure Data Architect
6 1 (3.70%) Data Business Analyst
6 1 (3.70%) Data Scientist
6 1 (3.70%) Principal Data Architect
6 1 (3.70%) ServiceNow Architect
Libraries, Frameworks & Software Standards
1 1 (3.70%) EDI
1 1 (3.70%) Middleware
1 1 (3.70%) Node.js
1 1 (3.70%) Oracle Fusion
1 1 (3.70%) PySpark
1 1 (3.70%) REST
1 1 (3.70%) SOAP
Miscellaneous
1 6 (22.22%) Legacy Systems
2 3 (11.11%) Cyber Threat
2 3 (11.11%) Data Structures
2 3 (11.11%) Security Posture
3 2 (7.41%) Data Protection Act
3 2 (7.41%) Derivative
3 2 (7.41%) PKI
3 2 (7.41%) Product Ownership
4 1 (3.70%) CMDB
4 1 (3.70%) Data Centre
4 1 (3.70%) Distributed Systems
4 1 (3.70%) Equities
4 1 (3.70%) Fixed Income
4 1 (3.70%) Management Information System
4 1 (3.70%) Reference Data
4 1 (3.70%) Self-Motivation
4 1 (3.70%) Team-Oriented Environment
4 1 (3.70%) Video\Live Streaming
Operating Systems
1 2 (7.41%) Windows
1 2 (7.41%) Windows Server
Processes & Methodologies
1 11 (40.74%) Data Analysis
2 9 (33.33%) Agile
2 9 (33.33%) Business Intelligence
3 8 (29.63%) Data Integration
3 8 (29.63%) ETL
4 7 (25.93%) Migration
5 6 (22.22%) Data Migration
5 6 (22.22%) Data Transformation
5 6 (22.22%) DevOps
6 5 (18.52%) Business Analysis
6 5 (18.52%) Data Architecture
6 5 (18.52%) Data Governance
6 5 (18.52%) Problem-Solving
6 5 (18.52%) Translating Business Requirements
7 4 (14.81%) Analytics
7 4 (14.81%) Cybersecurity
7 4 (14.81%) Data Pipeline
7 4 (14.81%) Stakeholder Management
7 4 (14.81%) User Acceptance Testing
7 4 (14.81%) Visualisation
Programming Languages
1 11 (40.74%) SQL
2 4 (14.81%) Python
3 2 (7.41%) PL/SQL
3 2 (7.41%) T-SQL
4 1 (3.70%) Data Analysis Expressions
4 1 (3.70%) VBA
Qualifications
1 3 (11.11%) Degree
2 2 (7.41%) Azure Certification
3 1 (3.70%) Computer Science Degree
3 1 (3.70%) Microsoft Certification
3 1 (3.70%) Security Cleared
Quality Assurance & Compliance
1 5 (18.52%) Data Quality
1 5 (18.52%) Disclosure Scotland
1 5 (18.52%) QA
2 1 (3.70%) Accessibility
2 1 (3.70%) ISO 20022
System Software
1 2 (7.41%) Active Directory
1 2 (7.41%) Hyper-V
Systems Management
1 2 (7.41%) Microsoft Intune
1 2 (7.41%) SCCM
Vendors
1 8 (29.63%) Microsoft
2 5 (18.52%) Oracle
3 3 (11.11%) Databricks
3 3 (11.11%) Informatica
3 3 (11.11%) Teradata
4 2 (7.41%) Pega
5 1 (3.70%) Alteryx
5 1 (3.70%) Bloomberg
5 1 (3.70%) Google
5 1 (3.70%) Hitachi
5 1 (3.70%) IDERA
5 1 (3.70%) Reuters
5 1 (3.70%) SAP
5 1 (3.70%) ServiceNow
5 1 (3.70%) Sparx
5 1 (3.70%) TSYS