Logical Data Model Contract Job Trends in Scotland

Logical Data Model
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring Logical Data Model skills. It covers contract job vacancies from the 6 months leading up to 13 December 2025, with comparisons to the same periods in the previous two years.

6 months to
13 Dec 2025
Same period 2024 Same period 2023
Rank 98 117 133
Rank change year-on-year +19 +16 +34
Contract jobs citing Logical Data Model 16 2 10
As % of all contract jobs in Scotland 1.02% 0.12% 0.41%
As % of the Processes & Methodologies category 1.15% 0.13% 0.46%
Number of daily rates quoted 5 1 2
10th Percentile £424 - £699
25th Percentile £450 £604 £702
Median daily rate (50th Percentile) £500 £608 £723
Median % change year-on-year -17.76% -15.85% +37.62%
75th Percentile £625 £612 £742
90th Percentile £715 - £744
UK median daily rate £575 £550 £625
% change year-on-year +4.55% -12.00% +4.60%

All Process and Methodology Skills
Scotland

Logical Data Model 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 Scotland.

Contract vacancies with a requirement for process or methodology skills 1,386 1,521 2,194
As % of all contract IT jobs advertised in Scotland 88.22% 88.43% 91.00%
Number of daily rates quoted 792 901 1,374
10th Percentile £238 £213 £250
25th Percentile £381 £363 £400
Median daily rate (50th Percentile) £464 £450 £493
Median % change year-on-year +3.06% -8.63% +3.68%
75th Percentile £550 £538 £588
90th Percentile £625 £650 £688
UK median daily rate £500 £525 £533
% change year-on-year -4.76% -1.50% -3.09%
Number of hourly rates quoted 98 46 57
10th Percentile £14.20 £15.11 £12.13
25th Percentile £17.90 £18.77 £16.50
Median hourly rate £20.00 £22.94 £19.18
Median % change year-on-year -12.81% +19.59% +3.68%
75th Percentile £25.15 £24.18 £55.00
90th Percentile £52.25 £31.44 £67.00
UK median hourly rate £25.13 £33.00 £42.50
% change year-on-year -23.86% -22.35% +21.43%

Logical Data Model
Job Vacancy Trend in Scotland

Historical trend showing the proportion of contract IT job postings citing Logical Data Model relative to all contract IT jobs advertised in Scotland.

Logical Data Model job vacancy trend in Scotland

Logical Data Model
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for jobs in Scotland citing Logical Data Model.

Contractor daily rate distribution trend for jobs in Scotland citing Logical Data Model

Logical Data Model
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Logical Data Model in Scotland over the 6 months to 13 December 2025.

Daily rate histogram for Logical Data Model in Scotland

Logical Data Model
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Logical Data Model within the Scotland region over the 6 months to 13 December 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +15 10 £475 -21.88% 1
Glasgow - 6 £750 -
Logical Data Model
UK

Logical Data Model
Co-Occurring Skills & Capabilities in Scotland 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:

Business Applications
1 1 (6.25%) Sparx Enterprise Architect
Cloud Services
1 5 (31.25%) Snowflake
2 4 (25.00%) Azure
3 1 (6.25%) Amazon Kinesis
3 1 (6.25%) dbt
3 1 (6.25%) Power Platform
Database & Business Intelligence
1 4 (25.00%) Relational Database
2 3 (18.75%) IBM InfoSphere
2 3 (18.75%) PostgreSQL
2 3 (18.75%) SQL Server
3 2 (12.50%) Data Warehouse
4 1 (6.25%) Data Vault
4 1 (6.25%) Metadata
4 1 (6.25%) Power BI
Development Applications
1 8 (50.00%) ERwin
2 4 (25.00%) ER Studio
3 1 (6.25%) Git
3 1 (6.25%) PowerDesigner
General
1 10 (62.50%) Analytical Skills
2 9 (56.25%) Finance
3 2 (12.50%) Social Skills
4 1 (6.25%) Public Sector
Job Titles
1 12 (75.00%) Data Modeller
2 1 (6.25%) Analytics Consultant
2 1 (6.25%) Consultant
2 1 (6.25%) Data Analytics Consultant
2 1 (6.25%) Data Consultant
2 1 (6.25%) Senior
2 1 (6.25%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 1 (6.25%) Kafka
1 1 (6.25%) Streamlit
Miscellaneous
1 2 (12.50%) Data Structures
Processes & Methodologies
1 16 (100.00%) Data Modelling
2 13 (81.25%) Data Architecture
3 10 (62.50%) Physical Data Model
4 6 (37.50%) Conceptual Models
5 5 (31.25%) Agile
5 5 (31.25%) Data Governance
6 4 (25.00%) Asset Management
6 4 (25.00%) Coaching
6 4 (25.00%) Data Strategy
6 4 (25.00%) UML
7 2 (12.50%) Analytics
7 2 (12.50%) Data Transformation
8 1 (6.25%) Data Analytics
8 1 (6.25%) Data Pipeline
8 1 (6.25%) Decision-Making
8 1 (6.25%) Metadata Management
8 1 (6.25%) Model Validation
8 1 (6.25%) Pair Programming
8 1 (6.25%) Stakeholder Engagement
8 1 (6.25%) Visualisation
Programming Languages
1 10 (62.50%) SQL
2 6 (37.50%) Python
3 1 (6.25%) Data Analysis Expressions
Qualifications
1 2 (12.50%) Security Cleared
2 1 (6.25%) SC Cleared
Quality Assurance & Compliance
1 3 (18.75%) Data Quality
2 1 (6.25%) Disclosure Scotland
Systems Management
1 1 (6.25%) Terraform
Vendors
1 4 (25.00%) Oracle
2 3 (18.75%) IBM
3 1 (6.25%) Databricks
3 1 (6.25%) Sparx