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 22 August 2026, with comparisons to the same periods in the previous two years.

6 months to
22 Aug 2026
Same period 2025 Same period 2024
Rank 291 142 97
Rank change year-on-year -149 -45 +47
Permanent jobs citing Visualisation 696 1,131 2,089
As % of all permanent jobs in the UK 0.64% 2.27% 2.51%
As % of the Processes & Methodologies category 0.88% 2.55% 3.11%
Number of salaries quoted 442 579 868
10th Percentile £30,750 £38,700 £37,750
25th Percentile £37,625 £42,500 £46,250
Median annual salary (50th Percentile) £50,853 £55,000 £62,500
Median % change year-on-year -7.54% -12.00% +4.17%
75th Percentile £75,000 £75,000 £80,000
90th Percentile £95,000 £99,000 £92,800
UK excluding London median annual salary £42,500 £50,000 £56,000
% change year-on-year -15.00% -10.71% +7.29%

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 79,126 44,376 67,104
As % of all permanent jobs advertised in the UK 73.31% 89.04% 80.77%
Number of salaries quoted 54,636 25,137 42,574
10th Percentile £31,000 £28,500 £31,250
25th Percentile £41,250 £36,750 £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 £96,250 £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 22 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 22 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 -128 642 £50,000 -9.09% 1,043
UK excluding London -139 397 £42,500 -15.00% 630
London -113 256 £70,000 +7.69% 560
Work from Home -114 210 £60,000 +4.35% 378
North of England -34 148 £40,000 -17.10% 160
North West +1 106 £40,000 -16.67% 89
Midlands -56 83 £47,500 +5.56% 85
South East -92 75 £46,500 -7.00% 152
South West -92 45 £43,750 -7.89% 89
West Midlands -39 43 £40,000 -25.50% 44
East Midlands -35 40 £70,000 +63.74% 41
Yorkshire -32 33 £50,000 -4.76% 50
Wales -40 20 £66,000 +50.00% 18
East of England -50 15 £62,500 +3.49% 62
North East -52 9 £48,000 +12.94% 23
Scotland -74 9 £100,000 +42.86% 50
Northern Ireland -84 2 - - 21

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 (2.44%) Apache Spark
2 15 (2.16%) SharePoint
3 9 (1.29%) SAS
4 8 (1.15%) Jupyter
5 7 (1.01%) Apache Airflow
6 4 (0.57%) Apache
6 4 (0.57%) ArcGIS
7 2 (0.29%) IIS
7 2 (0.29%) WinCC
7 2 (0.29%) WordPress
8 1 (0.14%) Apache Superset
8 1 (0.14%) Appian
8 1 (0.14%) Confluence
8 1 (0.14%) GeoServer
8 1 (0.14%) Palantir Foundry
Applications
1 101 (14.51%) Microsoft Excel
2 17 (2.44%) Microsoft Office
3 10 (1.44%) Chatbot
4 9 (1.29%) Microsoft PowerPoint
5 5 (0.72%) Blender
6 4 (0.57%) CATIA
6 4 (0.57%) EPLAN
6 4 (0.57%) Maya
6 4 (0.57%) Spreadsheet
7 3 (0.43%) 3ds Max
7 3 (0.43%) Microsoft Project
7 3 (0.43%) Photoshop
8 2 (0.29%) Adobe After Effects
8 2 (0.29%) Lightworks
8 2 (0.29%) Revit
8 2 (0.29%) 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 (2.73%) SAP PM
2 3 (0.43%) 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
1 356 (51.15%) Power Platform
2 169 (24.28%) Azure
3 123 (17.67%) AWS
4 66 (9.48%) GCP
5 47 (6.75%) dbt
6 36 (5.17%) Snowflake
7 34 (4.89%) Azure Data Factory
8 33 (4.74%) Azure DevOps
9 31 (4.45%) SaaS
10 28 (4.02%) Google Analytics
11 24 (3.45%) Power Automate
12 21 (3.02%) Microsoft 365
12 21 (3.02%) Microsoft Purview
13 20 (2.87%) PowerApps
14 17 (2.44%) Azure Machine Learning
15 13 (1.87%) Dynamics 365
15 13 (1.87%) GitHub
16 12 (1.72%) Cloud Computing
17 11 (1.58%) Dataform
18 9 (1.29%) Azure Synapse Analytics
Communications & Networking
1 7 (1.01%) Broadband
2 6 (0.86%) 5G
2 6 (0.86%) Internet
2 6 (0.86%) Profibus
3 4 (0.57%) Modbus
3 4 (0.57%) MQTT
4 2 (0.29%) HTTP
4 2 (0.29%) Network Security
4 2 (0.29%) TCP/IP
4 2 (0.29%) 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
5 1 (0.14%) X.509
Database & Business Intelligence
1 356 (51.15%) Power BI
2 182 (26.15%) Tableau
3 73 (10.49%) Data Warehouse
4 61 (8.76%) Looker
5 37 (5.32%) SQL Server
6 36 (5.17%) Power Query
7 28 (4.02%) Data Lake
8 26 (3.74%) SQL Server Integration Services
9 24 (3.45%) Data Mining
10 23 (3.30%) Metadata
11 22 (3.16%) SQL Server Reporting Services
12 21 (3.02%) Amazon QuickSight
13 20 (2.87%) Big Data
13 20 (2.87%) BigQuery
14 15 (2.16%) GIS
15 14 (2.01%) QlikView
16 12 (1.72%) Relational Database
16 12 (1.72%) Star Schema
17 11 (1.58%) PostgreSQL
18 10 (1.44%) Azure SQL Database
Development Applications
1 31 (4.45%) Git
2 8 (1.15%) JIRA
2 8 (1.15%) Visual Studio Code
3 6 (0.86%) Jenkins
4 4 (0.57%) Rational DOORS
4 4 (0.57%) Vite
5 3 (0.43%) GitLab
5 3 (0.43%) MLflow
5 3 (0.43%) Selenium
5 3 (0.43%) Visual Studio
6 1 (0.14%) CocoaPods
6 1 (0.14%) Cypress.io
6 1 (0.14%) ER Studio
6 1 (0.14%) ERwin
6 1 (0.14%) ESLint
6 1 (0.14%) fastlane
6 1 (0.14%) RStudio
6 1 (0.14%) Storybook
6 1 (0.14%) Xcode
6 1 (0.14%) Yeoman
General
1 320 (45.98%) Analytical Skills
2 291 (41.81%) Social Skills
3 232 (33.33%) Finance
4 83 (11.93%) Marketing
5 75 (10.78%) Law
6 74 (10.63%) Retail
7 71 (10.20%) Inclusion and Diversity
8 47 (6.75%) Public Sector
9 46 (6.61%) Back Office
10 44 (6.32%) Military
11 40 (5.75%) Telecoms
12 36 (5.17%) Manufacturing
13 32 (4.60%) Organisational Skills
14 29 (4.17%) Banking
15 22 (3.16%) Influencing Skills
16 18 (2.59%) Presentation Skills
17 15 (2.16%) Financial Institution
18 13 (1.87%) Documentation Skills
18 13 (1.87%) Legal
19 12 (1.72%) Advertising
Job Titles
1 188 (27.01%) Analyst
2 121 (17.39%) Senior
3 105 (15.09%) Data Analyst
4 66 (9.48%) Lead
5 63 (9.05%) Developer
6 55 (7.90%) Data Engineer
7 42 (6.03%) Data Scientist
8 35 (5.03%) Consultant
8 35 (5.03%) Data Manager
9 33 (4.74%) Analytics Manager
10 32 (4.60%) Senior Analyst
10 32 (4.60%) Software Engineer
11 24 (3.45%) Senior Data Analyst
12 21 (3.02%) Business Intelligence Analyst
12 21 (3.02%) Performance Analyst
13 20 (2.87%) Power BI Analyst
14 19 (2.73%) Architect
14 19 (2.73%) Data Consultant
15 16 (2.30%) Head of Business Intelligence
15 16 (2.30%) Junior
Libraries, Frameworks & Software Standards
1 25 (3.59%) .NET
1 25 (3.59%) React
2 24 (3.45%) PySpark
3 23 (3.30%) Pandas
3 23 (3.30%) scikit-learn
4 22 (3.16%) Terraform
5 18 (2.59%) Streamlit
6 17 (2.44%) CSS
6 17 (2.44%) Matplotlib
6 17 (2.44%) PyTorch
7 16 (2.30%) Kafka
8 14 (2.01%) HTML
8 14 (2.01%) NumPy
9 12 (1.72%) REST
10 11 (1.58%) jQuery
10 11 (1.58%) TensorFlow
11 10 (1.44%) Ajax
11 10 (1.44%) CSS3
11 10 (1.44%) HTML5
11 10 (1.44%) Sass
Miscellaneous
1 45 (6.47%) Algorithms
2 41 (5.89%) Management Information System
3 35 (5.03%) Onboarding
4 30 (4.31%) Product Ownership
5 23 (3.30%) Cloud Native
6 22 (3.16%) Analytical Mindset
7 20 (2.87%) Data Structures
8 15 (2.16%) Blog
8 15 (2.16%) Greenfield Project
9 12 (1.72%) Self-Motivation
10 11 (1.58%) NHS
11 10 (1.44%) SCADA
12 9 (1.29%) Data Protection Act
12 9 (1.29%) Social Media
13 8 (1.15%) Educational Technology
13 8 (1.15%) IoT
14 7 (1.01%) AI Agents
14 7 (1.01%) Distributed Systems
14 7 (1.01%) Legacy Systems
14 7 (1.01%) Marketing Technology
Operating Systems
1 9 (1.29%) Linux
2 3 (0.43%) Apple iOS
2 3 (0.43%) Unix
2 3 (0.43%) Windows
3 2 (0.29%) Windows Server
4 1 (0.14%) Android
Processes & Methodologies
1 396 (56.90%) Data Visualisation
2 379 (54.45%) Business Intelligence
3 378 (54.31%) Analytics
4 254 (36.49%) Decision-Making
5 210 (30.17%) AI
6 208 (29.89%) Problem-Solving
7 174 (25.00%) Data Modelling
8 172 (24.71%) Data Analysis
9 166 (23.85%) Actionable Insight
10 165 (23.71%) Machine Learning
11 159 (22.84%) Data Science
12 136 (19.54%) Agile
13 123 (17.67%) Data Governance
14 111 (15.95%) Data Engineering
15 110 (15.80%) Continuous Improvement
16 96 (13.79%) Dashboard Development
17 95 (13.65%) Data Analytics
17 95 (13.65%) Data-Driven Decision Making
18 88 (12.64%) Stakeholder Management
19 87 (12.50%) Data Pipeline
Programming Languages
1 355 (51.01%) SQL
2 296 (42.53%) Python
3 48 (6.90%) JavaScript
4 47 (6.75%) R
5 44 (6.32%) Data Analysis Expressions
6 43 (6.18%) C#
7 32 (4.60%) TypeScript
8 16 (2.30%) C++
9 15 (2.16%) Java
9 15 (2.16%) T-SQL
10 13 (1.87%) Scala
11 6 (0.86%) C
11 6 (0.86%) Julia
11 6 (0.86%) Ladder Logic
11 6 (0.86%) Rust
11 6 (0.86%) VBA
12 5 (0.72%) Go
13 4 (0.57%) Bash
13 4 (0.57%) Kusto Query Language
13 4 (0.57%) PowerShell
Qualifications
1 142 (20.40%) Degree
2 71 (10.20%) Security Cleared
3 43 (6.18%) SC Cleared
4 16 (2.30%) DBS Check
5 13 (1.87%) BPSS Clearance
5 13 (1.87%) Computer Science Degree
5 13 (1.87%) DV Cleared
5 13 (1.87%) Microsoft Certification
6 12 (1.72%) Master's Degree
6 12 (1.72%) Numerate Degree
7 11 (1.58%) Azure Certification
8 10 (1.44%) AWS Certification
9 9 (1.29%) Postgraduate
10 8 (1.15%) AWS Certified Cloud Practitioner
11 5 (0.72%) HNC
11 5 (0.72%) HND
12 4 (0.57%) Chartered Engineer
13 3 (0.43%) ACCA
13 3 (0.43%) CIMA
13 3 (0.43%) PhD
Quality Assurance & Compliance
1 176 (25.29%) Data Quality
2 44 (6.32%) GDPR
3 36 (5.17%) QA
4 27 (3.88%) Accessibility
5 15 (2.16%) California Consumer Privacy Act
6 9 (1.29%) Actionable Recommendations
7 5 (0.72%) ISO/IEC 27001
7 5 (0.72%) NIST
7 5 (0.72%) PMO
8 4 (0.57%) IEC 61131
8 4 (0.57%) ISO/IEC 15288
8 4 (0.57%) NIST 800
9 2 (0.29%) SOC 2
10 1 (0.14%) EU AI Act
10 1 (0.14%) GRC
10 1 (0.14%) HIPAA
10 1 (0.14%) ISO 19650
10 1 (0.14%) PERC
10 1 (0.14%) SLA
System Software
1 21 (3.02%) Docker
2 5 (0.72%) Active Directory
3 1 (0.14%) Apache Flume
3 1 (0.14%) VMware Infrastructure
Systems Management
1 22 (3.16%) Kubernetes
2 4 (0.57%) Ansible
3 3 (0.43%) Grafana
3 3 (0.43%) Kubeflow
4 2 (0.29%) Microsoft Clustering
4 2 (0.29%) Prometheus
5 1 (0.14%) Consul
5 1 (0.14%) MOM
5 1 (0.14%) SCCM
5 1 (0.14%) SysTrack
Vendors
1 124 (17.82%) Microsoft
2 62 (8.91%) Databricks
3 60 (8.62%) Google
4 30 (4.31%) SAP
5 13 (1.87%) Oracle
6 8 (1.15%) MicroStrategy
6 8 (1.15%) Siemens
6 8 (1.15%) SYSPRO
7 7 (1.01%) Informatica
7 7 (1.01%) Salesforce
8 6 (0.86%) IBM
9 5 (0.72%) Alteryx
9 5 (0.72%) Cognos
9 5 (0.72%) Hotjar
10 4 (0.57%) CA Agile Central
10 4 (0.57%) OpenAI
11 3 (0.43%) Adobe
11 3 (0.43%) Foundry
11 3 (0.43%) JD Edwards
11 3 (0.43%) Talend