Visualization
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Visualisation skills. It covers permanent job vacancies from the 6 months leading up to 19 August 2026, with comparisons to the same periods in the previous two years.

6 months to
19 Aug 2026
Same period 2025 Same period 2024
Rank 281 138 96
Rank change year-on-year -143 -42 +47
Permanent jobs citing Visualisation 707 1,141 2,111
As % of all permanent jobs in the UK 0.66% 2.29% 2.54%
As % of the Processes & Methodologies category 0.90% 2.56% 3.14%
Number of salaries quoted 450 583 877
10th Percentile £30,750 £38,750 £37,750
25th Percentile £36,250 £42,500 £46,250
Median annual salary (50th Percentile) £50,000 £55,000 £60,743
Median % change year-on-year -9.09% -9.45% +1.24%
75th Percentile £74,375 £75,000 £80,000
90th Percentile £95,000 £99,750 £91,750
UK excluding London median annual salary £42,500 £50,000 £55,000
% change year-on-year -15.00% -9.09% +5.77%

All Process & Methodology Skills
UK

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.

Permanent vacancies with a requirement for process or methodology skills 78,774 44,506 67,319
As % of all permanent jobs advertised in the UK 73.34% 89.17% 80.88%
Number of salaries quoted 54,302 25,213 43,010
10th Percentile £31,000 £28,500 £31,250
25th Percentile £41,250 £36,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £96,750 £95,000
UK excluding London median annual salary £55,000 £47,500 £50,000
% change year-on-year +15.79% -5.00% -9.09%

Visualisation
Job Vacancy Trend

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

Visualisation job vacancy trend in the UK

Visualisation
Salary Trend

Salary distribution trend for jobs in the UK citing Visualisation.

Salary distribution trend for jobs in the UK citing Visualisation

Visualisation
Salary Histogram

Salary distribution for jobs citing Visualisation over the 6 months to 19 August 2026.

Salary histogram for Visualisation in the UK

Visualisation
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the UK over the 6 months to 19 August 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
England -111 649 £50,000 -9.09% 697
UK excluding London -126 405 £42,500 -15.00% 454
London -108 258 £70,000 +7.69% 357
Work from Home -107 215 £57,500 - 215
North of England -17 151 £40,000 -20.00% 104
North West 0 106 £40,000 -17.53% 57
Midlands -58 85 £47,292 +5.09% 65
South East -90 75 £45,750 -8.50% 125
South West -80 46 £45,000 -5.26% 65
West Midlands -39 44 £40,000 -25.50% 35
East Midlands -35 41 £70,000 +62.79% 30
Yorkshire -17 36 £46,250 -11.90% 33
Wales -42 20 £66,000 +50.00% 9
East of England -53 15 £62,500 +3.49% 47
Scotland -84 10 £95,000 +35.71% 34
North East -58 9 £37,500 -16.67% 16
Northern Ireland -82 3 - - 11

Visualisation
Co-Occurring Skills & Capabilities 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 17 (2.40%) Apache Spark
1 17 (2.40%) Jupyter
2 16 (2.26%) SharePoint
3 9 (1.27%) SAS
4 8 (1.13%) Apache Airflow
5 4 (0.57%) Apache
5 4 (0.57%) ArcGIS
6 2 (0.28%) IIS
6 2 (0.28%) WinCC
6 2 (0.28%) WordPress
7 1 (0.14%) Apache Superset
7 1 (0.14%) Confluence
7 1 (0.14%) GeoServer
7 1 (0.14%) Palantir Foundry
Applications
1 105 (14.85%) Microsoft Excel
2 22 (3.11%) Microsoft Office
3 19 (2.69%) Chatbot
4 13 (1.84%) Microsoft PowerPoint
5 5 (0.71%) Blender
6 4 (0.57%) CATIA
6 4 (0.57%) EPLAN
6 4 (0.57%) Maya
6 4 (0.57%) Spreadsheet
7 3 (0.42%) 3ds Max
7 3 (0.42%) Microsoft Project
7 3 (0.42%) Photoshop
8 2 (0.28%) Adobe After Effects
8 2 (0.28%) Lightworks
8 2 (0.28%) Revit
8 2 (0.28%) Windchill
9 1 (0.14%) Adobe Illustrator
9 1 (0.14%) AutoCAD
9 1 (0.14%) CINEMA 4D
9 1 (0.14%) SPSS
Business Applications
1 19 (2.69%) SAP PM
2 4 (0.57%) Dynamics CRM
3 1 (0.14%) Dynamics GP
3 1 (0.14%) IBM Planning Analytics
3 1 (0.14%) Maximo
3 1 (0.14%) NetSuite
3 1 (0.14%) Sparx Enterprise Architect
3 1 (0.14%) SystmOne
Cloud Services
1 354 (50.07%) Power Platform
2 163 (23.06%) Azure
3 131 (18.53%) AWS
4 65 (9.19%) GCP
5 48 (6.79%) dbt
6 37 (5.23%) Snowflake
7 31 (4.38%) Azure DevOps
7 31 (4.38%) SaaS
8 30 (4.24%) Azure Data Factory
9 27 (3.82%) Google Analytics
10 24 (3.39%) Power Automate
11 22 (3.11%) Microsoft 365
12 21 (2.97%) Cloud Computing
12 21 (2.97%) Microsoft Purview
12 21 (2.97%) PowerApps
13 16 (2.26%) Azure Machine Learning
14 14 (1.98%) Dynamics 365
14 14 (1.98%) GitHub
15 11 (1.56%) Dataform
16 8 (1.13%) Serverless
Communications & Networking
1 7 (0.99%) Broadband
2 6 (0.85%) 5G
2 6 (0.85%) Internet
2 6 (0.85%) Profibus
3 4 (0.57%) Modbus
3 4 (0.57%) MQTT
4 2 (0.28%) HTTP
4 2 (0.28%) Network Security
4 2 (0.28%) TCP/IP
4 2 (0.28%) VLAN
5 1 (0.14%) AMQP
5 1 (0.14%) Intranet
5 1 (0.14%) PPP
5 1 (0.14%) VoIP
5 1 (0.14%) Wireless
Database & Business Intelligence
1 354 (50.07%) Power BI
2 185 (26.17%) Tableau
3 71 (10.04%) Data Warehouse
4 60 (8.49%) Looker
5 36 (5.09%) SQL Server
6 34 (4.81%) Power Query
7 27 (3.82%) Data Lake
8 26 (3.68%) SQL Server Integration Services
9 23 (3.25%) Data Mining
10 22 (3.11%) SQL Server Reporting Services
11 21 (2.97%) Amazon QuickSight
11 21 (2.97%) Metadata
12 19 (2.69%) Big Data
12 19 (2.69%) BigQuery
13 16 (2.26%) GIS
14 14 (1.98%) Relational Database
15 13 (1.84%) QlikView
16 10 (1.41%) PostgreSQL
16 10 (1.41%) Star Schema
17 9 (1.27%) Azure SQL Database
Development Applications
1 30 (4.24%) Git
2 17 (2.40%) Visual Studio Code
3 8 (1.13%) JIRA
4 5 (0.71%) Jenkins
5 4 (0.57%) Rational DOORS
5 4 (0.57%) Vite
6 3 (0.42%) GitLab
6 3 (0.42%) MLflow
6 3 (0.42%) Selenium
6 3 (0.42%) Visual Studio
7 1 (0.14%) CocoaPods
7 1 (0.14%) Cypress.io
7 1 (0.14%) ER Studio
7 1 (0.14%) ERwin
7 1 (0.14%) ESLint
7 1 (0.14%) fastlane
7 1 (0.14%) RStudio
7 1 (0.14%) Storybook
7 1 (0.14%) Xcode
7 1 (0.14%) Yeoman
General
1 315 (44.55%) Analytical Skills
2 294 (41.58%) Social Skills
3 236 (33.38%) Finance
4 83 (11.74%) Marketing
4 83 (11.74%) Retail
5 76 (10.75%) Law
6 72 (10.18%) Inclusion and Diversity
7 48 (6.79%) Public Sector
8 46 (6.51%) Back Office
8 46 (6.51%) Manufacturing
9 44 (6.22%) Military
10 40 (5.66%) Telecoms
11 32 (4.53%) Organisational Skills
12 28 (3.96%) Banking
13 22 (3.11%) Influencing Skills
14 18 (2.55%) Presentation Skills
15 16 (2.26%) Legal
16 15 (2.12%) Financial Institution
17 13 (1.84%) Documentation Skills
18 12 (1.70%) Advertising
Job Titles
1 185 (26.17%) Analyst
2 123 (17.40%) Senior
3 106 (14.99%) Data Analyst
4 63 (8.91%) Developer
4 63 (8.91%) Lead
5 54 (7.64%) Data Engineer
6 44 (6.22%) Data Scientist
7 39 (5.52%) Consultant
8 35 (4.95%) Data Manager
9 33 (4.67%) Analytics Manager
10 31 (4.38%) Senior Analyst
10 31 (4.38%) Software Engineer
11 23 (3.25%) Senior Data Analyst
12 21 (2.97%) Performance Analyst
13 20 (2.83%) Data Consultant
13 20 (2.83%) Power BI Analyst
14 19 (2.69%) Business Intelligence Analyst
15 18 (2.55%) Architect
16 17 (2.40%) Junior
16 17 (2.40%) Trainee
Libraries, Frameworks & Software Standards
1 32 (4.53%) Pandas
1 32 (4.53%) scikit-learn
2 27 (3.82%) Streamlit
3 26 (3.68%) Matplotlib
3 26 (3.68%) React
4 25 (3.54%) .NET
5 23 (3.25%) NumPy
6 21 (2.97%) PySpark
7 17 (2.40%) Hugging Face
7 17 (2.40%) PyTorch
8 16 (2.26%) CSS
8 16 (2.26%) Kafka
9 14 (1.98%) HTML
10 11 (1.56%) jQuery
10 11 (1.56%) REST
11 10 (1.41%) CSS3
11 10 (1.41%) HTML5
11 10 (1.41%) LESS
11 10 (1.41%) Sass
11 10 (1.41%) TensorFlow
Miscellaneous
1 55 (7.78%) Algorithms
2 43 (6.08%) Management Information System
3 35 (4.95%) Onboarding
4 30 (4.24%) Product Ownership
5 23 (3.25%) Analytical Mindset
6 21 (2.97%) Cloud Native
7 19 (2.69%) Data Structures
8 15 (2.12%) Blog
8 15 (2.12%) Greenfield Project
9 12 (1.70%) Self-Motivation
10 11 (1.56%) NHS
11 10 (1.41%) SCADA
12 9 (1.27%) Data Protection Act
12 9 (1.27%) Social Media
13 8 (1.13%) Educational Technology
13 8 (1.13%) IoT
14 7 (0.99%) AI Agents
14 7 (0.99%) Clustering
14 7 (0.99%) Legacy Systems
14 7 (0.99%) Marketing Technology
Operating Systems
1 11 (1.56%) Linux
2 5 (0.71%) Unix
3 3 (0.42%) Apple iOS
3 3 (0.42%) Windows
4 2 (0.28%) Windows Server
5 1 (0.14%) Android
Processes & Methodologies
1 399 (56.44%) Data Visualisation
2 376 (53.18%) Business Intelligence
3 375 (53.04%) Analytics
4 255 (36.07%) Decision-Making
5 219 (30.98%) AI
6 202 (28.57%) Problem-Solving
7 175 (24.75%) Data Analysis
8 173 (24.47%) Machine Learning
9 166 (23.48%) Data Modelling
10 162 (22.91%) Actionable Insight
11 158 (22.35%) Data Science
12 137 (19.38%) Agile
13 125 (17.68%) Data Governance
14 110 (15.56%) Continuous Improvement
15 107 (15.13%) Data Engineering
16 96 (13.58%) Data-Driven Decision Making
17 95 (13.44%) Dashboard Development
18 93 (13.15%) Data Analytics
19 86 (12.16%) Data Pipeline
20 84 (11.88%) Stakeholder Management
Programming Languages
1 352 (49.79%) SQL
2 305 (43.14%) Python
3 50 (7.07%) JavaScript
4 49 (6.93%) R
5 43 (6.08%) C#
5 43 (6.08%) Data Analysis Expressions
6 34 (4.81%) TypeScript
7 16 (2.26%) C++
7 16 (2.26%) Java
8 14 (1.98%) T-SQL
9 11 (1.56%) Scala
10 9 (1.27%) VBA
11 6 (0.85%) C
11 6 (0.85%) Julia
11 6 (0.85%) Ladder Logic
11 6 (0.85%) Rust
12 4 (0.57%) Go
12 4 (0.57%) Kusto Query Language
12 4 (0.57%) MATLAB
12 4 (0.57%) PowerShell
Qualifications
1 144 (20.37%) Degree
2 71 (10.04%) Security Cleared
3 43 (6.08%) SC Cleared
4 19 (2.69%) AWS Certification
5 17 (2.40%) AWS Certified Cloud Practitioner
6 16 (2.26%) DBS Check
7 15 (2.12%) DV Cleared
8 13 (1.84%) Computer Science Degree
8 13 (1.84%) Master's Degree
8 13 (1.84%) Numerate Degree
9 11 (1.56%) BPSS Clearance
9 11 (1.56%) Microsoft Certification
10 10 (1.41%) Azure Certification
11 9 (1.27%) Postgraduate
12 5 (0.71%) HNC
12 5 (0.71%) HND
13 4 (0.57%) Chartered Engineer
14 3 (0.42%) ACCA
14 3 (0.42%) CIMA
14 3 (0.42%) PhD
Quality Assurance & Compliance
1 171 (24.19%) Data Quality
2 46 (6.51%) GDPR
3 38 (5.37%) QA
4 28 (3.96%) Accessibility
5 15 (2.12%) California Consumer Privacy Act
6 9 (1.27%) Actionable Recommendations
7 5 (0.71%) ISO/IEC 27001
7 5 (0.71%) NIST
7 5 (0.71%) PMO
8 4 (0.57%) IEC 61131
8 4 (0.57%) ISO/IEC 15288
8 4 (0.57%) NIST 800
9 2 (0.28%) ISO 19650
9 2 (0.28%) SOC 2
10 1 (0.14%) EU AI Act
10 1 (0.14%) GRC
10 1 (0.14%) HIPAA
10 1 (0.14%) PERC
10 1 (0.14%) SLA
System Software
1 20 (2.83%) Docker
2 5 (0.71%) Active Directory
3 3 (0.42%) VMware Infrastructure
4 1 (0.14%) Apache Flume
Systems Management
1 22 (3.11%) Kubernetes
1 22 (3.11%) Terraform
2 4 (0.57%) Ansible
2 4 (0.57%) Grafana
3 3 (0.42%) Kubeflow
3 3 (0.42%) Prometheus
3 3 (0.42%) SCCM
4 2 (0.28%) Microsoft Clustering
5 1 (0.14%) MOM
5 1 (0.14%) SysTrack
Vendors
1 134 (18.95%) Microsoft
2 59 (8.35%) Google
3 58 (8.20%) Databricks
4 30 (4.24%) SAP
5 15 (2.12%) Oracle
6 8 (1.13%) IBM
6 8 (1.13%) MicroStrategy
6 8 (1.13%) Siemens
6 8 (1.13%) SYSPRO
7 7 (0.99%) Informatica
7 7 (0.99%) Salesforce
8 5 (0.71%) Adobe
8 5 (0.71%) Cognos
8 5 (0.71%) Hotjar
9 4 (0.57%) Alteryx
9 4 (0.57%) OpenAI
10 3 (0.42%) CA Agile Central
10 3 (0.42%) Foundry
10 3 (0.42%) Snow
10 3 (0.42%) VMware