Data Modelling Jobs in Edinburgh

Data Modelling
Scotland > Edinburgh

The table below provides summary statistics for permanent job vacancies advertised in Edinburgh 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 3 May 2025, comparing them to the same period in the previous two years.

6 months to
3 May 2025
Same period 2024 Same period 2023
Rank 64 95 115
Rank change year-on-year +31 +20 -16
Permanent jobs citing Data Modelling 30 19 38
As % of all permanent jobs advertised in Edinburgh 3.26% 1.25% 1.79%
As % of the Processes & Methodologies category 3.35% 1.39% 1.86%
Number of salaries quoted 6 13 17
10th Percentile £48,125 £43,750 £50,000
25th Percentile £55,099 £62,500 £55,000
Median annual salary (50th Percentile) £69,122 £70,576 £65,000
Median % change year-on-year -2.06% +8.58% +30.00%
75th Percentile £84,063 £76,250 £77,715
90th Percentile £92,500 - £99,000
Scotland median annual salary £52,000 £65,000 £65,000
% change year-on-year -20.00% - +30.00%

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 permanent job vacancies requiring process or methodology skills in Edinburgh.

Permanent vacancies with a requirement for process or methodology skills 896 1,370 2,046
As % of all permanent jobs advertised in Edinburgh 97.39% 90.13% 96.15%
Number of salaries quoted 425 962 1,185
10th Percentile £26,929 £35,000 £36,850
25th Percentile £45,000 £46,250 £45,000
Median annual salary (50th Percentile) £60,000 £60,000 £60,000
Median % change year-on-year - - +9.09%
75th Percentile £80,000 £73,688 £77,715
90th Percentile £98,474 £97,500 £90,448
Scotland median annual salary £55,000 £52,500 £57,654
% change year-on-year +4.76% -8.94% +9.82%

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
Salary Trend in Edinburgh

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

Salary trend for Data Modelling in Edinburgh

Data Modelling
Salary Histogram in Edinburgh

Salary distribution for jobs citing Data Modelling in Edinburgh over the 6 months to 3 May 2025.

Salary histogram 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 1 (3.33%) Apache Airflow
1 1 (3.33%) Apache Spark
1 1 (3.33%) SAS
Business Applications
1 3 (10.00%) NetSuite
Cloud Services
1 11 (36.67%) AWS
2 5 (16.67%) Azure
3 4 (13.33%) Power Platform
4 3 (10.00%) Snowflake
5 2 (6.67%) dbt
5 2 (6.67%) GitHub
6 1 (3.33%) Amazon EMR
6 1 (3.33%) Amazon S3
6 1 (3.33%) Azure Data Factory
6 1 (3.33%) Azure Synapse Analytics
6 1 (3.33%) GCP
Database & Business Intelligence
1 5 (16.67%) Metadata
1 5 (16.67%) Tableau
2 4 (13.33%) Data Warehouse
2 4 (13.33%) Power BI
3 3 (10.00%) Data Vault
3 3 (10.00%) NoSQL
4 2 (6.67%) Data Lake
4 2 (6.67%) Data Mining
4 2 (6.67%) Looker
4 2 (6.67%) Neo4j
4 2 (6.67%) SQL Server
5 1 (3.33%) Data Mart
5 1 (3.33%) Elasticsearch
5 1 (3.33%) MongoDB
5 1 (3.33%) PostgreSQL
5 1 (3.33%) Relational Database
5 1 (3.33%) SQL Server Analysis Services
5 1 (3.33%) SQL Server Integration Services
5 1 (3.33%) SQL Server Reporting Services
General
1 15 (50.00%) Finance
2 14 (46.67%) Social Skills
3 9 (30.00%) Analytical Skills
4 8 (26.67%) Banking
5 5 (16.67%) Influencing Skills
5 5 (16.67%) Legal
6 3 (10.00%) Inclusion and Diversity
7 2 (6.67%) Marketing
7 2 (6.67%) Organisational Skills
8 1 (3.33%) Electronics
8 1 (3.33%) Law
Job Titles
1 10 (33.33%) Lead
2 6 (20.00%) Architect
3 5 (16.67%) Senior
4 4 (13.33%) Developer
5 3 (10.00%) Analyst
5 3 (10.00%) Data Architect
5 3 (10.00%) Data Engineer
5 3 (10.00%) Enterprise Architect
5 3 (10.00%) Lead Architect
5 3 (10.00%) Lead Enterprise Architect
5 3 (10.00%) NetSuite Developer
5 3 (10.00%) Senior Developer
6 2 (6.67%) Azure Architect
6 2 (6.67%) Azure Data Architect
6 2 (6.67%) Data Scientist
6 2 (6.67%) Fraud Analyst
6 2 (6.67%) Senior Data Scientist
7 1 (3.33%) Business Intelligence Consultant
7 1 (3.33%) Consultant
7 1 (3.33%) Engineering Manager
Libraries, Frameworks & Software Standards
1 3 (10.00%) AngularJS
2 2 (6.67%) PySpark
3 1 (3.33%) Azure Blueprints
3 1 (3.33%) Kafka
3 1 (3.33%) REST
Miscellaneous
1 2 (6.67%) Analytical Mindset
1 2 (6.67%) Mobile Banking
2 1 (3.33%) CMDB
2 1 (3.33%) Data Fabric
2 1 (3.33%) Product Ownership
Processes & Methodologies
1 9 (30.00%) Agile
1 9 (30.00%) Data Architecture
2 8 (26.67%) Stakeholder Management
3 7 (23.33%) Decision-Making
3 7 (23.33%) Roadmaps
4 6 (20.00%) Analytics
4 6 (20.00%) Business Intelligence
4 6 (20.00%) Data Management
4 6 (20.00%) Mentoring
4 6 (20.00%) Visualisation
5 5 (16.67%) Business Strategy
5 5 (16.67%) Coaching
5 5 (16.67%) Data Engineering
5 5 (16.67%) Data Governance
5 5 (16.67%) Data Visualisation
5 5 (16.67%) Generative AI
5 5 (16.67%) Metadata Management
5 5 (16.67%) Software Engineering
6 4 (13.33%) Collaborative Culture
6 4 (13.33%) Data Design
Programming Languages
1 6 (20.00%) Python
1 6 (20.00%) SQL
2 4 (13.33%) JavaScript
3 1 (3.33%) Cypher
3 1 (3.33%) T-SQL
Qualifications
1 2 (6.67%) Degree
2 1 (3.33%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 8 (26.67%) Data Quality
2 1 (3.33%) QA
Vendors
1 5 (16.67%) Oracle
2 3 (10.00%) Microsoft
3 2 (6.67%) Databricks
3 2 (6.67%) StreamSets
4 1 (3.33%) Google
4 1 (3.33%) ServiceNow