Logical Data Model Job Trends in Scotland

Logical Data Model
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring Logical Data Model skills. It covers permanent job vacancies from the 6 months leading up to 3 February 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Feb 2026
Same period 2025 Same period 2024
Rank 129 137 221
Rank change year-on-year +8 +84 -
Permanent jobs citing Logical Data Model 19 3 1
As % of all permanent jobs in Scotland 0.66% 0.12% 0.025%
As % of the Processes & Methodologies category 0.83% 0.13% 0.026%
Number of salaries quoted 1 0 1
10th Percentile - - -
25th Percentile - - £83,750
Median annual salary (50th Percentile) £60,000 - £87,500
75th Percentile - - £91,250
90th Percentile - - -
UK median annual salary £66,250 £70,000 £78,750
% change year-on-year -5.36% -11.11% +12.50%

All Process & 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 permanent job vacancies requiring process or methodology skills in Scotland.

Permanent vacancies with a requirement for process or methodology skills 2,296 2,297 3,778
As % of all permanent jobs advertised in Scotland 79.61% 93.91% 93.15%
Number of salaries quoted 1,133 954 2,176
10th Percentile £27,250 £31,250 £25,000
25th Percentile £31,000 £41,250 £32,500
Median annual salary (50th Percentile) £45,000 £55,000 £50,000
Median % change year-on-year -18.18% +10.00% -13.04%
75th Percentile £65,000 £71,250 £65,000
90th Percentile £85,000 £90,950 £80,000
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -12.00%

Logical Data Model
Job Vacancy Trend in Scotland

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

Logical Data Model job vacancy trend in Scotland

Logical Data Model
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing Logical Data Model.

Salary distribution trend for jobs in Scotland citing Logical Data Model

Logical Data Model
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Logical Data Model within the Scotland region over the 6 months to 3 February 2026. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +10 17 - - 1
Glasgow - 2 £60,000 - 1
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:

Cloud Services
1 15 (78.95%) Azure
2 14 (73.68%) Snowflake
3 2 (10.53%) Azure Data Factory
3 2 (10.53%) dbt
3 2 (10.53%) Power Platform
4 1 (5.26%) Microsoft Purview
Database & Business Intelligence
1 3 (15.79%) Metadata
2 2 (10.53%) Data Vault
2 2 (10.53%) Data Warehouse
2 2 (10.53%) Power BI
2 2 (10.53%) Snowflake Schema
3 1 (5.26%) IBM InfoSphere
3 1 (5.26%) PostgreSQL
3 1 (5.26%) Relational Database
3 1 (5.26%) SQL Server
Development Applications
1 13 (68.42%) ERwin
2 12 (63.16%) ER Studio
General
1 16 (84.21%) Analytical Skills
2 14 (73.68%) Finance
3 2 (10.53%) Social Skills
4 1 (5.26%) Legal
Job Titles
1 14 (73.68%) Data Modeller
2 1 (5.26%) Analyst
2 1 (5.26%) Architect
2 1 (5.26%) Data Architect
2 1 (5.26%) Solutions Analyst
Miscellaneous
1 1 (5.26%) Management Information System
Processes & Methodologies
1 19 (100.00%) Data Modelling
2 18 (94.74%) Physical Data Model
3 16 (84.21%) Data Architecture
4 15 (78.95%) Data Governance
5 14 (73.68%) Asset Management
5 14 (73.68%) Coaching
6 13 (68.42%) Agile
7 12 (63.16%) Data Strategy
7 12 (63.16%) UML
8 3 (15.79%) Analytics
8 3 (15.79%) Metadata Management
9 2 (10.53%) Business Intelligence
9 2 (10.53%) Data Development
9 2 (10.53%) Translating Business Requirements
10 1 (5.26%) AI
10 1 (5.26%) Enterprise Architecture
10 1 (5.26%) Stakeholder Engagement
10 1 (5.26%) TOGAF
10 1 (5.26%) Validation
10 1 (5.26%) Workflow
Programming Languages
1 13 (68.42%) SQL
2 12 (63.16%) Python
Quality Assurance & Compliance
1 3 (15.79%) Data Quality
Vendors
1 3 (15.79%) Microsoft
2 1 (5.26%) Databricks
2 1 (5.26%) IBM
2 1 (5.26%) Oracle