Visualisation Job Trends in Edinburgh

Visualization
Scotland > Edinburgh

The table below provides summary statistics and salary benchmarking for jobs advertised in Edinburgh requiring Visualisation skills. It covers permanent job vacancies from the 6 months leading up to 12 January 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Jan 2026
Same period 2025 Same period 2024
Rank 86 57 73
Rank change year-on-year -29 +16 +60
Permanent jobs citing Visualisation 20 48 40
As % of all permanent jobs in Edinburgh 1.90% 4.28% 3.80%
As % of the Processes & Methodologies category 2.22% 4.45% 4.13%
Number of salaries quoted 7 20 33
10th Percentile £64,450 £25,281 £46,306
25th Percentile £83,750 - £52,500
Median annual salary (50th Percentile) £87,500 £45,000 £59,556
Median % change year-on-year +94.44% -24.44% +20.92%
75th Percentile £91,250 £58,703 £75,000
90th Percentile - £80,000 £84,056
Scotland median annual salary £57,500 £54,504 £55,074
% change year-on-year +5.50% -1.03% +11.82%

All Process & Methodology Skills
Edinburgh

Visualisation 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 901 1,079 969
As % of all permanent jobs advertised in Edinburgh 85.57% 96.25% 91.94%
Number of salaries quoted 383 406 780
10th Percentile £26,000 £36,125 £31,000
25th Percentile £28,250 £45,000 £46,250
Median annual salary (50th Percentile) £45,000 £57,500 £62,500
Median % change year-on-year -21.74% -8.00% +4.17%
75th Percentile £70,000 £75,000 £75,000
90th Percentile £88,750 £93,778 £96,539
Scotland median annual salary £42,000 £55,000 £52,500
% change year-on-year -23.64% +4.76% -8.70%

Visualisation
Job Vacancy Trend in Edinburgh

Historical trend showing the proportion of permanent IT job postings citing Visualisation relative to all permanent IT jobs advertised in Edinburgh.

Visualisation job vacancy trend in Edinburgh

Visualisation
Salary Trend in Edinburgh

Salary distribution trend for jobs in Edinburgh citing Visualisation.

Salary distribution trend for jobs in Edinburgh citing Visualisation

Visualisation
Salary Histogram in Edinburgh

Salary distribution for jobs citing Visualisation in Edinburgh over the 6 months to 12 January 2026.

Salary histogram for Visualisation in Edinburgh

Visualisation
Co-Occurring Skills & Capabilities in Edinburgh 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 4 (20.00%) Confluence
Applications
1 4 (20.00%) Microsoft Excel
Business Applications
1 3 (15.00%) IBM Planning Analytics
Cloud Services
1 14 (70.00%) Power Platform
2 13 (65.00%) Azure
3 11 (55.00%) Azure DevOps
4 9 (45.00%) Azure Data Factory
5 7 (35.00%) GitHub
5 7 (35.00%) GitHub Copilot
5 7 (35.00%) Power Automate
6 4 (20.00%) Snowflake
7 2 (10.00%) Azure Stack
Database & Business Intelligence
1 14 (70.00%) Power BI
2 4 (20.00%) Azure SQL Data Warehouse
2 4 (20.00%) Data Warehouse
2 4 (20.00%) Metadata
2 4 (20.00%) Tableau
3 2 (10.00%) Elasticsearch
Development Applications
1 4 (20.00%) JIRA
General
1 15 (75.00%) Finance
2 11 (55.00%) Social Skills
3 8 (40.00%) Analytical Skills
4 1 (5.00%) Banking
4 1 (5.00%) Billing
4 1 (5.00%) Retail
Job Titles
1 7 (35.00%) Applications Engineer
2 4 (20.00%) Analyst
2 4 (20.00%) Architect
2 4 (20.00%) Business Analyst
2 4 (20.00%) Solutions Architect
2 4 (20.00%) Technical Analyst
2 4 (20.00%) Technical Business Analyst
3 2 (10.00%) Cloud Engineer
3 2 (10.00%) Data Engineer
3 2 (10.00%) Lead
3 2 (10.00%) Lead Data Engineer
4 1 (5.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 2 (10.00%) Elastic Stack
Miscellaneous
1 7 (35.00%) Low-Code
1 7 (35.00%) Self-Motivation
2 4 (20.00%) Product Ownership
3 1 (5.00%) Analytical Mindset
Processes & Methodologies
1 15 (75.00%) Agile
2 14 (70.00%) Business Intelligence
3 11 (55.00%) Asset Management
3 11 (55.00%) Coaching
3 11 (55.00%) Continuous Improvement
3 11 (55.00%) Data Integration
3 11 (55.00%) DevOps
4 10 (50.00%) Stakeholder Engagement
5 7 (35.00%) AI
5 7 (35.00%) Analytical Thinking
5 7 (35.00%) Analytics
5 7 (35.00%) CI/CD
5 7 (35.00%) Data Analysis
5 7 (35.00%) Pair Programming
5 7 (35.00%) Problem-Solving
5 7 (35.00%) Secure Coding
5 7 (35.00%) Software Engineering
5 7 (35.00%) Test Automation
6 5 (25.00%) Performance Management
7 4 (20.00%) Data Management
Programming Languages
1 13 (65.00%) Python
1 13 (65.00%) SQL
Quality Assurance & Compliance
1 2 (10.00%) Data Quality
Systems Management
1 2 (10.00%) Kibana
1 2 (10.00%) logstash
Vendors
1 4 (20.00%) Anaplan
2 3 (15.00%) Hyperion
2 3 (15.00%) IBM
2 3 (15.00%) Microsoft
2 3 (15.00%) Oracle
2 3 (15.00%) SAP