Data Analysis Jobs in Edinburgh

Data Analysis
Scotland > Edinburgh

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 30 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
30 Apr 2024
Same period 2023 Same period 2022
Rank 101 112 87
Rank change year-on-year +11 -25 +19
Permanent jobs citing Data Analysis 12 39 75
As % of all permanent jobs advertised in Edinburgh 0.78% 1.83% 3.24%
As % of the Processes & Methodologies category 0.87% 1.90% 3.45%
Number of salaries quoted 8 17 56
10th Percentile - £30,500 -
25th Percentile £42,439 £32,055 £38,635
Median annual salary (50th Percentile) £43,586 £65,000 £45,513
Median % change year-on-year -32.94% +42.82% -9.04%
75th Percentile £62,966 £67,500 £61,250
90th Percentile £68,114 £77,715 £71,250
Scotland median annual salary £55,000 £36,707 £48,000
% change year-on-year +49.84% -23.53% +5.49%

All Process and Methodology Skills
Edinburgh

Data Analysis 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 1,383 2,049 2,173
As % of all permanent jobs advertised in Edinburgh 90.45% 96.24% 93.74%
Number of salaries quoted 972 1,174 1,341
10th Percentile £35,000 £37,000 £35,000
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 £73,000 £77,715 £68,750
90th Percentile £97,404 £90,773 £85,000
Scotland median annual salary £52,500 £57,577 £52,500
% change year-on-year -8.82% +9.67% +5.00%

Data Analysis
Job Vacancy Trend in Edinburgh

Job postings citing Data Analysis as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Data Analysis in Edinburgh

Data Analysis
Salary Trend in Edinburgh

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

Salary trend for Data Analysis in Edinburgh

Data Analysis
Salary Histogram in Edinburgh

Salary distribution for jobs citing Data Analysis in Edinburgh over the 6 months to 30 April 2024.

Salary histogram for Data Analysis in Edinburgh

Data Analysis
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 5 (41.67%) Confluence
1 5 (41.67%) SharePoint
Applications
1 7 (58.33%) Microsoft Excel
2 6 (50.00%) Microsoft PowerPoint
3 5 (41.67%) Microsoft Office
Business Applications
1 1 (8.33%) Sparx Enterprise Architect
Cloud Services
1 8 (66.67%) Power Platform
2 5 (41.67%) Microsoft 365
2 5 (41.67%) Yammer
3 2 (16.67%) AWS
3 2 (16.67%) Azure
4 1 (8.33%) AWS CloudFormation
4 1 (8.33%) Azure DevOps
4 1 (8.33%) Cloud Computing
Database & Business Intelligence
1 8 (66.67%) Power BI
2 1 (8.33%) Data Vault
2 1 (8.33%) Data Warehouse
2 1 (8.33%) InfluxDB
2 1 (8.33%) Tableau
Development Applications
1 5 (41.67%) JIRA
2 1 (8.33%) Git
2 1 (8.33%) GitLab
2 1 (8.33%) Jenkins
2 1 (8.33%) SonarQube
General
1 8 (66.67%) Analytical Skills
2 5 (41.67%) Banking
2 5 (41.67%) Finance
3 3 (25.00%) Social Skills
4 1 (8.33%) Presentation Skills
4 1 (8.33%) Telecoms
Job Titles
1 7 (58.33%) Analyst
2 5 (41.67%) Change Analyst
2 5 (41.67%) Governance Analyst
2 5 (41.67%) Service Analyst
3 2 (16.67%) Architect
3 2 (16.67%) Data Analyst
3 2 (16.67%) Technical Analyst
4 1 (8.33%) Azure DevOps Engineer
4 1 (8.33%) Azure Engineer
4 1 (8.33%) Data Architect
4 1 (8.33%) DevOps Engineer
4 1 (8.33%) Machine Learning Engineer
4 1 (8.33%) Principal Architect
4 1 (8.33%) Principal Data Architect
4 1 (8.33%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (8.33%) Elastic Stack
1 1 (8.33%) Keras
1 1 (8.33%) Matplotlib
1 1 (8.33%) TensorFlow
Miscellaneous
1 1 (8.33%) Algorithms
1 1 (8.33%) Distributed Systems
1 1 (8.33%) Public Cloud
Operating Systems
1 1 (8.33%) Linux
1 1 (8.33%) Windows
Processes & Methodologies
1 8 (66.67%) Business Intelligence
2 7 (58.33%) Agile
3 5 (41.67%) Analytics
3 5 (41.67%) Change Advisory Board
3 5 (41.67%) Change Management
3 5 (41.67%) Continuous Improvement
3 5 (41.67%) Decision-Making
3 5 (41.67%) ITSM
3 5 (41.67%) Service Management
3 5 (41.67%) Software Delivery
3 5 (41.67%) Time Management
4 4 (33.33%) Actionable Insight
5 3 (25.00%) Data Analytics
5 3 (25.00%) Problem-Solving
6 2 (16.67%) Collaborative Working
6 2 (16.67%) Data Architecture
6 2 (16.67%) Data Modelling
6 2 (16.67%) DevOps
6 2 (16.67%) Use Case
7 1 (8.33%) Scaled Agile Framework
Programming Languages
1 3 (25.00%) Python
2 2 (16.67%) SQL
3 1 (8.33%) Bash
3 1 (8.33%) PowerShell
Qualifications
1 1 (8.33%) Degree
1 1 (8.33%) Master's Degree
1 1 (8.33%) PhD
1 1 (8.33%) Security Cleared
System Software
1 1 (8.33%) Docker
Systems Management
1 1 (8.33%) Ansible
1 1 (8.33%) Grafana
1 1 (8.33%) Kubernetes
1 1 (8.33%) Prometheus
1 1 (8.33%) Terraform
Vendors
1 5 (41.67%) Atlassian
1 5 (41.67%) Microsoft
1 5 (41.67%) ServiceNow
2 1 (8.33%) Sparx