Data Modelling Jobs in Edinburgh

Data Modelling
Scotland > Edinburgh

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 25 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 93 114 100
Rank change year-on-year +21 -14 -20
Permanent jobs citing Data Modelling 20 37 53
As % of all permanent jobs advertised in Edinburgh 1.30% 1.71% 2.32%
As % of the Processes & Methodologies category 1.44% 1.78% 2.47%
Number of salaries quoted 14 17 32
10th Percentile £43,750 £51,950 £29,675
25th Percentile £55,000 £55,000 £41,250
Median annual salary (50th Percentile) £67,788 £65,000 £50,000
Median % change year-on-year +4.29% +30.00% -9.09%
75th Percentile £76,250 £77,715 £65,000
90th Percentile - £99,000 £73,750
Scotland median annual salary £65,000 £65,000 £50,000
% change year-on-year - +30.00% -4.76%

All Process and Methodology Skills
Edinburgh

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 1,392 2,079 2,143
As % of all permanent jobs advertised in Edinburgh 90.51% 96.07% 93.79%
Number of salaries quoted 977 1,198 1,315
10th Percentile £35,000 £36,750 £35,450
25th Percentile £46,250 £45,000 £44,750
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% +10.00%
75th Percentile £72,433 £77,715 £68,750
90th Percentile £96,539 £91,316 £85,000
Scotland median annual salary £52,500 £57,810 £52,500
% change year-on-year -9.19% +10.11% +5.00%

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 25 April 2024.

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 (5.00%) Apache Spark
Applications
1 3 (15.00%) Microsoft Excel
2 1 (5.00%) Microsoft PowerPoint
Business Applications
1 1 (5.00%) Sparx Enterprise Architect
Cloud Services
1 4 (20.00%) AWS
2 3 (15.00%) Azure
2 3 (15.00%) Snowflake
3 2 (10.00%) GCP
3 2 (10.00%) Power Platform
4 1 (5.00%) Cloud Computing
4 1 (5.00%) SaaS
Database & Business Intelligence
1 6 (30.00%) MongoDB
2 5 (25.00%) Data Warehouse
3 3 (15.00%) Tableau
4 2 (10.00%) Power BI
5 1 (5.00%) Apache Accumulo
5 1 (5.00%) Apache Cassandra
5 1 (5.00%) Big Data
5 1 (5.00%) BigQuery
5 1 (5.00%) Data Vault
5 1 (5.00%) Flink
5 1 (5.00%) Hadoop
5 1 (5.00%) HBase
5 1 (5.00%) Metadata
5 1 (5.00%) NoSQL
Development Applications
1 1 (5.00%) JUnit
General
1 7 (35.00%) Finance
2 6 (30.00%) Retail Banking
2 6 (30.00%) Social Skills
3 4 (20.00%) Inclusion and Diversity
4 3 (15.00%) Legal
5 2 (10.00%) Banking
5 2 (10.00%) Presentation Skills
6 1 (5.00%) Analytical Skills
Job Titles
1 8 (40.00%) Architect
2 7 (35.00%) Data Architect
3 6 (30.00%) Solutions Architect
4 4 (20.00%) Principal Engineer
4 4 (20.00%) Senior
5 3 (15.00%) Analyst
5 3 (15.00%) Consultant
5 3 (15.00%) Data Consultant
5 3 (15.00%) Data Engineer
5 3 (15.00%) Financial Analyst
5 3 (15.00%) Principal Data Engineer
5 3 (15.00%) Senior Consultant
6 2 (10.00%) Data Visualisation Consultant
7 1 (5.00%) Data Modeller
7 1 (5.00%) Principal Architect
7 1 (5.00%) Principal Data Architect
7 1 (5.00%) Principal Software Engineer
7 1 (5.00%) Product Owner
7 1 (5.00%) Senior Data Modeller
7 1 (5.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 2 (10.00%) Kafka
2 1 (5.00%) Apache NiFi
2 1 (5.00%) Web Services
Miscellaneous
1 6 (30.00%) Management Information System
2 4 (20.00%) Product Ownership
3 3 (15.00%) Algorithms
4 1 (5.00%) Cloud Native
4 1 (5.00%) Distributed Systems
Operating Systems
1 1 (5.00%) Linux
Processes & Methodologies
1 11 (55.00%) Data Architecture
2 9 (45.00%) Analytics
3 6 (30.00%) Computer Science
4 5 (25.00%) Architectural Design
5 4 (20.00%) Data Analytics
5 4 (20.00%) Data Management
5 4 (20.00%) Data Strategy
5 4 (20.00%) ETL
6 3 (15.00%) Business Analysis
6 3 (15.00%) Data Engineering
6 3 (15.00%) Data Governance
6 3 (15.00%) Data Integration
6 3 (15.00%) Data-Driven Decision Making
6 3 (15.00%) Decision-Making
6 3 (15.00%) ERP
6 3 (15.00%) Planning and Forecasting
6 3 (15.00%) Requirements Gathering
6 3 (15.00%) Strategic Thinking
7 2 (10.00%) Data Analysis
7 2 (10.00%) TOGAF
Programming Languages
1 6 (30.00%) SQL
2 2 (10.00%) Python
3 1 (5.00%) Bash
3 1 (5.00%) Go
3 1 (5.00%) Java
3 1 (5.00%) Scala
Qualifications
1 3 (15.00%) Degree
2 1 (5.00%) Security Cleared
System Software
1 1 (5.00%) Docker
Systems Management
1 1 (5.00%) Kubernetes
1 1 (5.00%) Rancher
Vendors
1 3 (15.00%) Anaplan
2 1 (5.00%) Databricks
2 1 (5.00%) Dell
2 1 (5.00%) Google
2 1 (5.00%) Sparx
2 1 (5.00%) StreamSets