Visualisation Job Trends in Scotland

Visualization
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring Visualisation skills. It covers permanent job vacancies from the 6 months leading up to 13 January 2026, with comparisons to the same periods in the previous two years.

6 months to
13 Jan 2026
Same period 2025 Same period 2024
Rank 110 76 35
Rank change year-on-year -34 -41 +122
Permanent jobs citing Visualisation 32 69 247
As % of all permanent jobs in Scotland 1.17% 2.69% 7.91%
As % of the Processes & Methodologies category 1.46% 2.89% 8.43%
Number of salaries quoted 17 30 48
10th Percentile £37,850 £25,313 £32,500
25th Percentile £42,500 £45,000 £46,306
Median annual salary (50th Percentile) £57,500 £54,504 £55,074
Median % change year-on-year +5.50% -1.03% +11.82%
75th Percentile £88,750 £80,000 £67,500
90th Percentile £91,250 £84,375 £84,056
UK median annual salary £60,000 £65,000 £55,011
% change year-on-year -7.69% +18.16% -8.32%

All Process & Methodology Skills
Scotland

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 Scotland.

Permanent vacancies with a requirement for process or methodology skills 2,185 2,384 2,929
As % of all permanent jobs advertised in Scotland 79.86% 92.87% 93.85%
Number of salaries quoted 1,071 1,001 1,817
10th Percentile £26,250 £32,250 £25,000
25th Percentile £30,904 £41,250 £33,750
Median annual salary (50th Percentile) £42,000 £55,000 £52,500
Median % change year-on-year -23.64% +4.76% -8.70%
75th Percentile £65,000 £70,000 £68,750
90th Percentile £82,500 £88,750 £84,056
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

Visualisation
Job Vacancy Trend in Scotland

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

Visualisation job vacancy trend in Scotland

Visualisation
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing Visualisation.

Salary distribution trend for jobs in Scotland citing Visualisation

Visualisation
Salary Histogram in Scotland

Salary distribution for jobs citing Visualisation in Scotland over the 6 months to 13 January 2026.

Salary histogram for Visualisation in Scotland

Visualisation
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Scotland region over the 6 months to 13 January 2026. 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 -32 20 £87,500 +94.44% 7
Glasgow +16 7 £45,000 -50.00% 7
West Dunbartonshire - 1 £60,000 -
Argyll and Bute - 1 £38,000 -
Visualisation
UK

Visualisation
Co-Occurring Skills & Capabilities in Scotland 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 (12.50%) Confluence
2 1 (3.13%) SharePoint
Applications
1 6 (18.75%) Microsoft Excel
Business Applications
1 3 (9.38%) IBM Planning Analytics
Cloud Services
1 25 (78.13%) Power Platform
2 15 (46.88%) Azure
3 11 (34.38%) Azure Data Factory
3 11 (34.38%) Azure DevOps
4 8 (25.00%) Power Automate
5 7 (21.88%) GitHub
5 7 (21.88%) GitHub Copilot
6 4 (12.50%) Snowflake
7 3 (9.38%) Microsoft 365
8 2 (6.25%) Azure Stack
8 2 (6.25%) Azure Synapse Analytics
9 1 (3.13%) PowerApps
Database & Business Intelligence
1 25 (78.13%) Power BI
2 8 (25.00%) Tableau
3 5 (15.63%) Metadata
4 4 (12.50%) Azure SQL Data Warehouse
4 4 (12.50%) Data Warehouse
5 3 (9.38%) SQL Server
6 2 (6.25%) Azure SQL Database
6 2 (6.25%) Elasticsearch
6 2 (6.25%) SQL Server Reporting Services
7 1 (3.13%) Qlik Sense
7 1 (3.13%) Relational Database
Development Applications
1 4 (12.50%) JIRA
General
1 20 (62.50%) Finance
2 16 (50.00%) Social Skills
3 15 (46.88%) Analytical Skills
4 4 (12.50%) Law
5 3 (9.38%) Legal
6 2 (6.25%) Billing
7 1 (3.13%) Banking
7 1 (3.13%) Presentation Skills
7 1 (3.13%) Retail
Job Titles
1 10 (31.25%) Analyst
2 7 (21.88%) Applications Engineer
3 5 (15.63%) Business Analyst
4 4 (12.50%) Architect
4 4 (12.50%) Insight Analyst
4 4 (12.50%) Solutions Architect
4 4 (12.50%) Technical Analyst
4 4 (12.50%) Technical Business Analyst
5 3 (9.38%) Analyst Developer
5 3 (9.38%) Developer
5 3 (9.38%) Report Analyst
5 3 (9.38%) Report Developer
5 3 (9.38%) Technologist
6 2 (6.25%) Cloud Engineer
6 2 (6.25%) Data Engineer
6 2 (6.25%) Lead
6 2 (6.25%) Lead Data Engineer
7 1 (3.13%) Business Manager
7 1 (3.13%) Data Scientist
7 1 (3.13%) Insight Manager
Libraries, Frameworks & Software Standards
1 2 (6.25%) Elastic Stack
Miscellaneous
1 10 (31.25%) Low-Code
2 8 (25.00%) Self-Motivation
3 4 (12.50%) Product Ownership
4 3 (9.38%) Analytical Mindset
5 1 (3.13%) Driving Licence
5 1 (3.13%) Housing Association
5 1 (3.13%) Onboarding
Processes & Methodologies
1 26 (81.25%) Business Intelligence
2 15 (46.88%) Agile
3 14 (43.75%) Stakeholder Engagement
4 13 (40.63%) Continuous Improvement
4 13 (40.63%) Data Analysis
5 12 (37.50%) Analytics
5 12 (37.50%) Data Integration
6 11 (34.38%) AI
6 11 (34.38%) Asset Management
6 11 (34.38%) Coaching
6 11 (34.38%) DevOps
7 10 (31.25%) Problem-Solving
8 9 (28.13%) Data Management
9 8 (25.00%) Actionable Insight
10 7 (21.88%) Analytical Thinking
10 7 (21.88%) CI/CD
10 7 (21.88%) Data Governance
10 7 (21.88%) Decision-Making
10 7 (21.88%) Pair Programming
10 7 (21.88%) Secure Coding
Programming Languages
1 24 (75.00%) SQL
2 14 (43.75%) Python
3 2 (6.25%) Data Analysis Expressions
Qualifications
1 4 (12.50%) Degree
2 1 (3.13%) Six Sigma Green Belt
Quality Assurance & Compliance
1 4 (12.50%) Data Quality
2 1 (3.13%) Actionable Recommendations
Systems Management
1 2 (6.25%) Kibana
1 2 (6.25%) logstash
Vendors
1 5 (15.63%) Microsoft
2 4 (12.50%) Alteryx
2 4 (12.50%) Anaplan
2 4 (12.50%) Oracle
3 3 (9.38%) Hyperion
3 3 (9.38%) IBM
3 3 (9.38%) SAP
3 3 (9.38%) Teradata
4 1 (3.13%) Dataiku