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 8 December 2025, with comparisons to the same periods in the previous two years.

6 months to
8 Dec 2025
Same period 2024 Same period 2023
Rank 128 145 -
Rank change year-on-year +17 - -
Permanent jobs citing Logical Data Model 16 3 0
As % of all permanent jobs in Scotland 0.58% 0.098% -
As % of the Processes & Methodologies category 0.70% 0.11% -
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
UK median annual salary £65,000 £64,000 £75,000
% change year-on-year +1.56% -14.67% +13.64%

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 permanent job vacancies requiring process or methodology skills in Scotland.

Permanent vacancies with a requirement for process or methodology skills 2,302 2,706 2,382
As % of all permanent jobs advertised in Scotland 83.35% 88.52% 95.78%
Number of salaries quoted 1,167 1,235 1,762
10th Percentile £26,250 £31,250 £25,000
25th Percentile £31,750 £40,000 £35,000
Median annual salary (50th Percentile) £40,000 £55,000 £52,500
Median % change year-on-year -27.27% +4.76% -4.55%
75th Percentile £65,000 £70,000 £69,800
90th Percentile £80,000 £84,500 £83,000
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -0.83%

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 8 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +6 14 - -
Glasgow - 2 - - 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:

Application Platforms
1 2 (12.50%) SAS
Cloud Services
1 12 (75.00%) Azure
1 12 (75.00%) Snowflake
2 2 (12.50%) Azure Data Factory
2 2 (12.50%) dbt
2 2 (12.50%) Power Platform
Database & Business Intelligence
1 2 (12.50%) Data Vault
1 2 (12.50%) Data Warehouse
1 2 (12.50%) Metadata
1 2 (12.50%) Power BI
1 2 (12.50%) Snowflake Schema
Development Applications
1 12 (75.00%) ER Studio
2 10 (62.50%) ERwin
General
1 14 (87.50%) Finance
2 12 (75.00%) Analytical Skills
3 2 (12.50%) Social Skills
Job Titles
1 14 (87.50%) Data Modeller
2 2 (12.50%) Finance Modeller
2 2 (12.50%) SAS Modeller
2 2 (12.50%) Statistical Modeller
Processes & Methodologies
1 16 (100.00%) Data Modelling
1 16 (100.00%) Physical Data Model
2 12 (75.00%) Asset Management
2 12 (75.00%) Coaching
2 12 (75.00%) Data Architecture
2 12 (75.00%) Data Governance
3 10 (62.50%) Agile
3 10 (62.50%) Data Strategy
3 10 (62.50%) UML
4 4 (25.00%) Analytics
5 2 (12.50%) Business Intelligence
5 2 (12.50%) Data Development
5 2 (12.50%) Fraud Detection
5 2 (12.50%) Machine Learning
5 2 (12.50%) Metadata Management
5 2 (12.50%) Regulatory Compliance
5 2 (12.50%) Statistical Analysis
5 2 (12.50%) Translating Business Requirements
Programming Languages
1 12 (75.00%) Python
1 12 (75.00%) SQL
2 2 (12.50%) R
Quality Assurance & Compliance
1 4 (25.00%) Data Quality
Vendors
1 2 (12.50%) Microsoft