Data Modelling Jobs in Scotland

Data Modelling
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Data Modelling skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Modelling over the 6 months leading up to 26 October 2024, comparing them to the same period in the previous two years.

6 months to
26 Oct 2024
Same period 2023 Same period 2022
Rank 125 129 155
Rank change year-on-year +4 +26 -61
Permanent jobs citing Data Modelling 61 51 85
As % of all permanent jobs advertised in Scotland 1.16% 1.73% 1.58%
As % of the Processes & Methodologies category 1.32% 1.79% 1.69%
Number of salaries quoted 23 34 66
10th Percentile £33,021 £35,000 £31,000
25th Percentile £35,105 £37,188 £41,250
Median annual salary (50th Percentile) £51,500 £48,779 £55,000
Median % change year-on-year +5.58% -11.31% +2.80%
75th Percentile £81,875 £60,000 £79,688
90th Percentile £125,000 £72,500 £82,820
UK median annual salary £67,500 £67,500 £65,000
% change year-on-year - +3.85% +4.00%

All Process and Methodology Skills
Scotland

Data Modelling 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 4,627 2,843 5,022
As % of all permanent jobs advertised in Scotland 88.34% 96.44% 93.43%
Number of salaries quoted 1,365 1,862 2,749
10th Percentile £31,250 £25,000 £32,600
25th Percentile £40,000 £35,000 £41,616
Median annual salary (50th Percentile) £55,000 £52,500 £55,000
Median % change year-on-year +4.76% -4.55% +10.00%
75th Percentile £70,000 £68,750 £72,500
90th Percentile £80,750 £81,250 £85,000
UK median annual salary £60,000 £60,000 £60,000
% change year-on-year - - +4.35%

Data Modelling
Job Vacancy Trend in Scotland

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

Job vacancy trend for Data Modelling in Scotland

Data Modelling
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Data Modelling in Scotland.

Salary trend for Data Modelling in Scotland

Data Modelling
Salary Histogram in Scotland

Salary distribution for jobs citing Data Modelling in Scotland over the 6 months to 26 October 2024.

Salary histogram for Data Modelling in Scotland

Data Modelling
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Scotland region over the 6 months to 26 October 2024. 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 +41 39 £98,750 +79.55% 7
Glasgow -2 13 £42,500 +6.25% 11
Aberdeen - 4 - -
Inverclyde - 1 £52,500 -
Data Modelling
UK

Data Modelling
Co-occurring Skills and Capabilities in Scotland 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 4 (6.56%) SAS
2 2 (3.28%) Adobe Experience Manager
2 2 (3.28%) SharePoint
Applications
1 1 (1.64%) Microsoft Excel
Business Applications
1 2 (3.28%) Dynamics CRM
Cloud Services
1 24 (39.34%) AWS
2 21 (34.43%) Azure
3 19 (31.15%) Power Platform
4 9 (14.75%) Snowflake
5 5 (8.20%) Azure Data Factory
6 4 (6.56%) Power Automate
6 4 (6.56%) PowerApps
7 3 (4.92%) Azure DevOps
7 3 (4.92%) Dynamics 365
8 2 (3.28%) Azure Logic Apps
8 2 (3.28%) Azure Stack
8 2 (3.28%) Microsoft 365
8 2 (3.28%) SaaS
9 1 (1.64%) Alation
9 1 (1.64%) Amazon SageMaker
9 1 (1.64%) AWS Lambda
9 1 (1.64%) AWS Step Functions
9 1 (1.64%) Cloud Computing
9 1 (1.64%) Collibra
9 1 (1.64%) Serverless
Communications & Networking
1 1 (1.64%) Firewall
Database & Business Intelligence
1 24 (39.34%) Data Warehouse
2 17 (27.87%) Power BI
3 11 (18.03%) Tableau
4 9 (14.75%) SQL Server
4 9 (14.75%) SQL Server Integration Services
4 9 (14.75%) SQL Server Reporting Services
5 5 (8.20%) Relational Database
5 5 (8.20%) SQL Server Analysis Services
6 4 (6.56%) Data Vault
6 4 (6.56%) Power Query
7 3 (4.92%) Data Lake
8 2 (3.28%) Snowflake Schema
9 1 (1.64%) Azure SQL Data Warehouse
9 1 (1.64%) Azure SQL Database
9 1 (1.64%) Big Data
9 1 (1.64%) Data Mining
9 1 (1.64%) Metadata
9 1 (1.64%) Oracle Reports
9 1 (1.64%) PostgreSQL
Development Applications
1 1 (1.64%) JIRA
General
1 29 (47.54%) Finance
2 17 (27.87%) Social Skills
3 9 (14.75%) Analytical Skills
4 5 (8.20%) Presentation Skills
4 5 (8.20%) Retail Banking
5 4 (6.56%) Legal
6 3 (4.92%) Inclusion and Diversity
7 2 (3.28%) Influencing Skills
7 2 (3.28%) Retail
8 1 (1.64%) Law
8 1 (1.64%) Manufacturing
8 1 (1.64%) Marketing
8 1 (1.64%) Public Sector
Job Titles
1 13 (21.31%) Data Engineer
2 11 (18.03%) Developer
2 11 (18.03%) Lead
3 9 (14.75%) Architect
3 9 (14.75%) Data Architect
4 8 (13.11%) Consultant
5 7 (11.48%) Senior
6 5 (8.20%) Analytics Manager
6 5 (8.20%) Business Intelligence Consultant
6 5 (8.20%) Data Analytics Manager
6 5 (8.20%) Data Consultant
6 5 (8.20%) Data Manager
6 5 (8.20%) Data Visualisation Consultant
6 5 (8.20%) Power BI Consultant
7 4 (6.56%) Principal Architect
7 4 (6.56%) Principal Data Architect
8 3 (4.92%) Enterprise Architect
8 3 (4.92%) Enterprise Data Architect
8 3 (4.92%) Senior Data Engineer
8 3 (4.92%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (6.56%) HTML
2 2 (3.28%) CSS
2 2 (3.28%) Laravel
3 1 (1.64%) .NET
3 1 (1.64%) .NET Framework
3 1 (1.64%) ASP.NET Web API
3 1 (1.64%) Blazor
3 1 (1.64%) LINQ
3 1 (1.64%) XML
Miscellaneous
1 5 (8.20%) CMDB
1 5 (8.20%) Data Structures
2 2 (3.28%) Foreign Exchange (FX)
2 2 (3.28%) Greenfield Project
3 1 (1.64%) Analytical Mindset
3 1 (1.64%) PMI
3 1 (1.64%) Replication
3 1 (1.64%) Virtual Team
Operating Systems
1 1 (1.64%) Apple iOS
1 1 (1.64%) Linux
1 1 (1.64%) Mac OS
1 1 (1.64%) Unix
1 1 (1.64%) Windows
Processes & Methodologies
1 26 (42.62%) Analytics
2 20 (32.79%) Data Analytics
3 19 (31.15%) Data Management
4 18 (29.51%) Business Intelligence
4 18 (29.51%) Data Architecture
4 18 (29.51%) Data Engineering
5 15 (24.59%) Data Integration
5 15 (24.59%) Data Visualisation
5 15 (24.59%) Visualisation
6 14 (22.95%) DevOps
6 14 (22.95%) ETL
6 14 (22.95%) Problem-Solving
7 13 (21.31%) Decision-Making
8 10 (16.39%) Data Science
9 9 (14.75%) Data-Driven Decision Making
10 8 (13.11%) Agile
10 8 (13.11%) Data Pipeline
11 7 (11.48%) TOGAF
12 6 (9.84%) Scrum
12 6 (9.84%) Stakeholder Management
Programming Languages
1 23 (37.70%) SQL
2 5 (8.20%) Data Analysis Expressions
2 5 (8.20%) T-SQL
3 4 (6.56%) PL/SQL
3 4 (6.56%) Python
4 3 (4.92%) JavaScript
4 3 (4.92%) Shell Script
5 2 (3.28%) Bash
5 2 (3.28%) C#
5 2 (3.28%) PHP
5 2 (3.28%) PowerShell
Qualifications
1 3 (4.92%) Degree
2 1 (1.64%) ACCA
2 1 (1.64%) Computer Science Degree
2 1 (1.64%) PMI Certification
Quality Assurance & Compliance
1 26 (42.62%) Data Quality
2 3 (4.92%) QA
Vendors
1 19 (31.15%) Microsoft
2 5 (8.20%) ServiceNow
3 4 (6.56%) Databricks
4 3 (4.92%) Informatica
4 3 (4.92%) Oracle
5 2 (3.28%) Adobe
5 2 (3.28%) MuleSoft
6 1 (1.64%) CA Agile Central
6 1 (1.64%) Minitab
6 1 (1.64%) Splunk