Visualisation Contracts in Scotland

Visualization
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland requiring Visualisation skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Visualisation over the 6 months leading up to 3 June 2025, comparing them to the same period in the previous two years.

6 months to
3 Jun 2025
Same period 2024 Same period 2023
Rank 88 83 125
Rank change year-on-year -5 +42 -24
Contract jobs citing Visualisation 29 44 43
As % of all contract jobs advertised in Scotland 1.78% 2.05% 1.59%
As % of the Processes & Methodologies category 1.91% 2.35% 1.73%
Number of daily rates quoted 19 27 33
10th Percentile £191 £340 £191
25th Percentile £344 £400 £271
Median daily rate (50th Percentile) £447 £440 £475
Median % change year-on-year +1.59% -7.37% -3.55%
75th Percentile £500 £525 £538
90th Percentile £555 £543 £600
UK median daily rate £463 £478 £500
% change year-on-year -3.14% -4.50% -5.64%
Number of hourly rates quoted 0 0 2
10th Percentile - - £17.61
25th Percentile - - £18.22
Median hourly rate - - £19.86
75th Percentile - - £22.12
90th Percentile - - £23.10
UK median hourly rate £34.50 £60.00 £63.00
% change year-on-year -42.50% -4.76% +40.78%

All Process and 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 contract job vacancies requiring process or methodology skills in Scotland.

Contract vacancies with a requirement for process or methodology skills 1,522 1,869 2,492
As % of all contract IT jobs advertised in Scotland 93.43% 87.17% 92.43%
Number of daily rates quoted 875 1,156 1,739
10th Percentile £263 £219 £250
25th Percentile £374 £363 £400
Median daily rate (50th Percentile) £463 £463 £475
Median % change year-on-year - -2.63% -
75th Percentile £538 £566 £550
90th Percentile £600 £638 £638
UK median daily rate £513 £525 £550
% change year-on-year -2.38% -4.55% +2.33%
Number of hourly rates quoted 50 94 54
10th Percentile £16.05 £12.30 £10.63
25th Percentile £17.30 £15.24 £11.25
Median hourly rate £19.97 £19.50 £14.50
Median % change year-on-year +2.41% +34.48% -61.26%
75th Percentile £25.15 £40.94 £35.00
90th Percentile £60.50 £60.75 £66.09
UK median hourly rate £27.50 £36.50 £36.00
% change year-on-year -24.66% +1.39% +40.19%

Visualisation
Job Vacancy Trend in Scotland

Job postings citing Visualisation as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Visualisation in Scotland

Visualisation
Contractor Daily Rate Trend in Scotland

3-month moving average daily rate quoted in jobs citing Visualisation in Scotland.

Daily rate trend for Visualisation in Scotland

Visualisation
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Visualisation in Scotland over the 6 months to 3 June 2025.

Daily rate histogram for Visualisation in Scotland

Visualisation
Contractor Hourly Rate Trend in Scotland

3-month moving average hourly rates quoted in jobs citing Visualisation in Scotland.

Hourly rate trend for Visualisation in Scotland

Visualisation
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Visualisation within the Scotland region over the 6 months to 3 June 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Glasgow -17 15 £447 +5.18% 15
Edinburgh +6 13 £431 -17.90% 19
Dumfries and Galloway - 1 £463 -
Visualisation
UK

Visualisation
Co-occurring Skills and Capabilities in Scotland 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 (3.45%) Confluence
1 1 (3.45%) TPMS
Applications
1 5 (17.24%) Microsoft Office
2 4 (13.79%) Microsoft Excel
3 2 (6.90%) Sketch
4 1 (3.45%) Microsoft PowerPoint
Business Applications
1 2 (6.90%) Oracle ERP
Cloud Services
1 10 (34.48%) Power Platform
2 5 (17.24%) BlazeMeter
2 5 (17.24%) Microsoft 365
3 4 (13.79%) Azure
4 2 (6.90%) AWS
4 2 (6.90%) Azure DevOps
4 2 (6.90%) Dynamics 365
4 2 (6.90%) Figma
4 2 (6.90%) OCI
5 1 (3.45%) Azure Data Factory
5 1 (3.45%) Azure Synapse Analytics
5 1 (3.45%) Cloud Computing
5 1 (3.45%) Snowflake
Database & Business Intelligence
1 10 (34.48%) Power BI
2 7 (24.14%) MongoDB
3 5 (17.24%) Apache Cassandra
3 5 (17.24%) NoSQL
3 5 (17.24%) Tableau
4 2 (6.90%) Data Warehouse
4 2 (6.90%) Oracle BI Publisher
4 2 (6.90%) Oracle Reports
5 1 (3.45%) Azure SQL Database
5 1 (3.45%) Big Data
5 1 (3.45%) Data Lake
5 1 (3.45%) Data Mining
5 1 (3.45%) Hadoop
Development Applications
1 5 (17.24%) JUnit
2 1 (3.45%) JIRA
General
1 8 (27.59%) Analytical Skills
1 8 (27.59%) Social Skills
2 7 (24.14%) Public Sector
3 6 (20.69%) Finance
3 6 (20.69%) Inclusion and Diversity
4 3 (10.34%) Banking
4 3 (10.34%) Influencing Skills
4 3 (10.34%) Retail Banking
5 2 (6.90%) Corporate Banking
5 2 (6.90%) Investment Banking
5 2 (6.90%) Presentation Skills
5 2 (6.90%) Retail
6 1 (3.45%) Organisational Skills
Job Titles
1 8 (27.59%) Developer
2 5 (17.24%) Java Developer
3 4 (13.79%) Deployment Engineer
3 4 (13.79%) Lead
4 3 (10.34%) Analyst
4 3 (10.34%) Designer
4 3 (10.34%) Full-Stack Developer
4 3 (10.34%) Full-Stack Java Developer
5 2 (6.90%) Architect
5 2 (6.90%) Business Intelligence Developer
5 2 (6.90%) Core Java Developer
5 2 (6.90%) Data Analytics Engineer
5 2 (6.90%) Data Architect
5 2 (6.90%) Data Engineer
5 2 (6.90%) IT Engineer
5 2 (6.90%) UX Designer
6 1 (3.45%) Business Intelligence Manager
6 1 (3.45%) Power BI Developer
6 1 (3.45%) Service Designer
6 1 (3.45%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 7 (24.14%) React
2 5 (17.24%) CSS
2 5 (17.24%) Spring
3 4 (13.79%) AngularJS
4 1 (3.45%) Oracle Fusion
Miscellaneous
1 5 (17.24%) Algorithms
2 3 (10.34%) Product Ownership
3 2 (6.90%) Data Structures
4 1 (3.45%) Cyber Security Posture
4 1 (3.45%) Management Information System
4 1 (3.45%) Security Posture
4 1 (3.45%) Team-Oriented Environment
4 1 (3.45%) Video\Live Streaming
Operating Systems
1 4 (13.79%) Windows
2 2 (6.90%) Android
2 2 (6.90%) Apple iOS
2 2 (6.90%) Linux
2 2 (6.90%) Ubuntu
Processes & Methodologies
1 16 (55.17%) Agile
2 11 (37.93%) Data Visualisation
3 9 (31.03%) Business Intelligence
4 8 (27.59%) Continuous Improvement
4 8 (27.59%) Data Modelling
5 7 (24.14%) Data Analysis
6 6 (20.69%) Analytics
6 6 (20.69%) Asset Management
6 6 (20.69%) CI/CD
6 6 (20.69%) Community of Practice
6 6 (20.69%) Software Engineering
7 5 (17.24%) Artificial Intelligence
7 5 (17.24%) Continuous Delivery
7 5 (17.24%) Customer Service
7 5 (17.24%) Front End Development
7 5 (17.24%) Machine Learning
7 5 (17.24%) Micro Frontends
7 5 (17.24%) Microservices
7 5 (17.24%) Operational Stability
7 5 (17.24%) SDLC
Programming Languages
1 11 (37.93%) SQL
2 5 (17.24%) Java
2 5 (17.24%) JavaScript
2 5 (17.24%) Python
2 5 (17.24%) TypeScript
3 3 (10.34%) Data Analysis Expressions
4 1 (3.45%) R
Qualifications
1 3 (10.34%) Degree
2 2 (6.90%) ISACA
3 1 (3.45%) Azure Certification
3 1 (3.45%) Microsoft Certification
Quality Assurance & Compliance
1 3 (10.34%) Data Quality
1 3 (10.34%) Disclosure Scotland
2 1 (3.45%) Actionable Recommendations
2 1 (3.45%) QA
Systems Management
1 5 (17.24%) Grafana
2 4 (13.79%) Microsoft Intune
2 4 (13.79%) SCCM
3 2 (6.90%) Kubernetes
Vendors
1 13 (44.83%) Microsoft
2 5 (17.24%) Dynatrace
2 5 (17.24%) Splunk
3 4 (13.79%) HP
4 3 (10.34%) Databricks
5 2 (6.90%) Oracle
5 2 (6.90%) ServiceNow
6 1 (3.45%) Teradata