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 14 September 2026, with comparisons to the same periods in the previous two years.

6 months to
14 Sep 2026
Same period 2025 Same period 2024
Rank 298 150 100
Rank change year-on-year -148 -50 +36
Permanent jobs citing Visualisation 710 1,049 1,900
As % of all permanent jobs in the UK 0.63% 2.12% 2.44%
As % of the Processes & Methodologies category 0.86% 2.39% 3.01%
Number of salaries quoted 418 528 784
10th Percentile £30,750 £37,500 £39,325
25th Percentile £38,750 £42,500 £47,500
Median annual salary (50th Percentile) £51,356 £57,000 £65,000
Median % change year-on-year -9.90% -12.31% +8.33%
75th Percentile £75,000 £75,000 £80,000
90th Percentile £95,000 £95,000 £95,000
UK excluding London median annual salary £45,000 £50,000 £57,000
% change year-on-year -10.00% -12.28% +14.00%

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 82,630 43,847 63,101
As % of all permanent jobs advertised in the UK 72.77% 88.67% 80.95%
Number of salaries quoted 57,445 24,695 36,468
10th Percentile £31,250 £28,500 £32,000
25th Percentile £41,750 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,500
Median % change year-on-year +9.09% -4.35% -4.17%
75th Percentile £80,000 £75,000 £76,250
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £52,500
% change year-on-year +15.79% -9.52% -2.78%

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 14 September 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 14 September 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 -110 649 £51,356 -7.30% 1,567
UK excluding London -134 407 £45,000 -10.00% 841
London -104 263 £70,000 +7.69% 921
Work from Home -81 225 £60,000 +4.35% 764
North of England -13 144 £42,500 -10.53% 194
North West +29 104 £40,000 -16.67% 93
Midlands -62 83 £51,356 +14.12% 120
South East -96 82 £46,500 -6.06% 190
South West -89 48 £42,500 -10.53% 114
West Midlands -49 42 £45,000 -16.04% 63
East Midlands -40 41 £70,000 +64.71% 57
Yorkshire -28 30 £63,076 +29.39% 72
Wales -55 23 £66,000 +50.00% 25
Scotland -73 14 £95,000 +26.89% 85
East of England -47 12 £58,250 -3.55% 86
North East -61 10 £49,630 +16.78% 30
Northern Ireland -81 1 - - 35

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 21 (2.96%) Apache Spark
2 11 (1.55%) SharePoint
3 8 (1.13%) SAS
4 6 (0.85%) Apache Airflow
5 4 (0.56%) Apache
5 4 (0.56%) ArcGIS
6 3 (0.42%) WinCC
7 2 (0.28%) Appian
7 2 (0.28%) Confluence
7 2 (0.28%) IIS
7 2 (0.28%) Palantir Foundry
8 1 (0.14%) Apache Superset
8 1 (0.14%) CMS
8 1 (0.14%) GeoServer
8 1 (0.14%) WordPress
Applications
1 100 (14.08%) Microsoft Excel
2 22 (3.10%) Microsoft Office
3 12 (1.69%) EPLAN
4 8 (1.13%) Microsoft PowerPoint
5 5 (0.70%) Blender
6 4 (0.56%) CATIA
6 4 (0.56%) Chatbot
6 4 (0.56%) Maya
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%) Adobe Illustrator
8 2 (0.28%) InDesign
8 2 (0.28%) Lightworks
8 2 (0.28%) Revit
8 2 (0.28%) Spreadsheet
8 2 (0.28%) Windchill
9 1 (0.14%) Adobe Premiere
9 1 (0.14%) SPSS
Business Applications
1 9 (1.27%) SAP PM
2 2 (0.28%) 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
1 374 (52.68%) Power Platform
2 177 (24.93%) Azure
3 121 (17.04%) AWS
4 69 (9.72%) GCP
5 44 (6.20%) dbt
6 39 (5.49%) Azure DevOps
7 34 (4.79%) Azure Data Factory
8 32 (4.51%) Snowflake
9 31 (4.37%) SaaS
10 30 (4.23%) Google Analytics
11 25 (3.52%) Microsoft Purview
12 24 (3.38%) Microsoft 365
13 23 (3.24%) Power Automate
14 19 (2.68%) PowerApps
15 17 (2.39%) Azure Machine Learning
16 15 (2.11%) GitHub
17 13 (1.83%) Amazon S3
18 10 (1.41%) Azure Databricks
18 10 (1.41%) Azure Synapse Analytics
18 10 (1.41%) Serverless
Communications & Networking
1 14 (1.97%) Profibus
2 7 (0.99%) Broadband
3 6 (0.85%) 5G
4 5 (0.70%) Internet
4 5 (0.70%) Modbus
5 4 (0.56%) MQTT
6 3 (0.42%) VLAN
7 2 (0.28%) HTTP
7 2 (0.28%) Network Security
7 2 (0.28%) TCP/IP
8 1 (0.14%) AMQP
8 1 (0.14%) Intranet
8 1 (0.14%) PPP
8 1 (0.14%) VoIP
8 1 (0.14%) Wireless
8 1 (0.14%) X.509
Database & Business Intelligence
1 374 (52.68%) Power BI
2 179 (25.21%) Tableau
3 72 (10.14%) Data Warehouse
4 59 (8.31%) Looker
5 39 (5.49%) Power Query
5 39 (5.49%) SQL Server
6 33 (4.65%) Data Lake
7 27 (3.80%) Data Mining
7 27 (3.80%) Metadata
8 25 (3.52%) SQL Server Integration Services
9 24 (3.38%) Big Data
10 22 (3.10%) SQL Server Reporting Services
11 21 (2.96%) Amazon QuickSight
12 19 (2.68%) BigQuery
13 17 (2.39%) GIS
13 17 (2.39%) Relational Database
14 14 (1.97%) Azure SQL Database
14 14 (1.97%) NoSQL
15 13 (1.83%) QlikView
16 11 (1.55%) PostgreSQL
Development Applications
1 33 (4.65%) Git
2 10 (1.41%) Jenkins
3 8 (1.13%) JIRA
4 4 (0.56%) Rational DOORS
5 3 (0.42%) GitLab
5 3 (0.42%) Selenium
6 2 (0.28%) ERwin
6 2 (0.28%) MLflow
7 1 (0.14%) CocoaPods
7 1 (0.14%) Cypress.io
7 1 (0.14%) ER Studio
7 1 (0.14%) fastlane
7 1 (0.14%) RStudio
7 1 (0.14%) Visual Studio
7 1 (0.14%) Vite
7 1 (0.14%) Xcode
7 1 (0.14%) Yeoman
General
1 333 (46.90%) Analytical Skills
2 304 (42.82%) Social Skills
3 240 (33.80%) Finance
4 85 (11.97%) Marketing
5 68 (9.58%) Retail
6 65 (9.15%) Inclusion and Diversity
7 63 (8.87%) Law
8 42 (5.92%) Public Sector
9 41 (5.77%) Organisational Skills
10 36 (5.07%) Back Office
11 35 (4.93%) Military
12 32 (4.51%) Banking
13 31 (4.37%) Telecoms
14 25 (3.52%) Manufacturing
15 23 (3.24%) Influencing Skills
16 18 (2.54%) Legal
16 18 (2.54%) Presentation Skills
17 15 (2.11%) Financial Institution
18 14 (1.97%) Documentation Skills
18 14 (1.97%) Local Government
Job Titles
1 195 (27.46%) Analyst
2 121 (17.04%) Senior
3 107 (15.07%) Data Analyst
4 76 (10.70%) Lead
5 61 (8.59%) Data Engineer
6 58 (8.17%) Developer
7 36 (5.07%) Consultant
8 35 (4.93%) Data Manager
8 35 (4.93%) Data Scientist
9 34 (4.79%) Senior Analyst
10 32 (4.51%) Analytics Manager
11 30 (4.23%) Software Engineer
12 25 (3.52%) Senior Data Analyst
13 21 (2.96%) Performance Analyst
14 20 (2.82%) Architect
15 19 (2.68%) Business Intelligence Analyst
15 19 (2.68%) Data Consultant
16 17 (2.39%) Power BI Analyst
17 16 (2.25%) Head of Business Intelligence
18 15 (2.11%) Governance Manager
Libraries, Frameworks & Software Standards
1 29 (4.08%) PySpark
2 25 (3.52%) .NET
3 23 (3.24%) Terraform
4 21 (2.96%) CSS
5 19 (2.68%) Pandas
6 18 (2.54%) Kafka
6 18 (2.54%) PyTorch
6 18 (2.54%) React
7 16 (2.25%) HTML
8 15 (2.11%) scikit-learn
9 12 (1.69%) TensorFlow
10 11 (1.55%) jQuery
11 10 (1.41%) Ajax
11 10 (1.41%) CSS3
11 10 (1.41%) HTML5
11 10 (1.41%) LESS
11 10 (1.41%) Sass
11 10 (1.41%) Streamlit
12 9 (1.27%) NumPy
12 9 (1.27%) REST
Miscellaneous
1 47 (6.62%) Onboarding
2 43 (6.06%) Management Information System
3 37 (5.21%) Algorithms
4 32 (4.51%) Product Ownership
5 21 (2.96%) Cloud Native
6 20 (2.82%) Analytical Mindset
6 20 (2.82%) Data Structures
7 19 (2.68%) SCADA
8 16 (2.25%) Blog
9 13 (1.83%) Self-Motivation
10 12 (1.69%) Greenfield Project
11 11 (1.55%) NHS
12 10 (1.41%) Data Protection Act
13 9 (1.27%) Legacy Systems
13 9 (1.27%) Robotics
13 9 (1.27%) Social Media
14 8 (1.13%) Clustering
14 8 (1.13%) Educational Technology
15 7 (0.99%) IoT
15 7 (0.99%) Public Cloud
Operating Systems
1 8 (1.13%) Linux
2 3 (0.42%) Apple iOS
2 3 (0.42%) Windows
3 2 (0.28%) Unix
3 2 (0.28%) Windows Server
4 1 (0.14%) Android
Processes & Methodologies
1 410 (57.75%) Data Visualisation
2 393 (55.35%) Business Intelligence
3 389 (54.79%) Analytics
4 266 (37.46%) Decision-Making
5 226 (31.83%) Problem-Solving
6 224 (31.55%) AI
7 188 (26.48%) Data Analysis
8 183 (25.77%) Data Modelling
9 177 (24.93%) Actionable Insight
10 160 (22.54%) Machine Learning
11 154 (21.69%) Data Science
12 149 (20.99%) Agile
13 134 (18.87%) Continuous Improvement
14 124 (17.46%) Data Engineering
15 121 (17.04%) Data Governance
16 105 (14.79%) Stakeholder Management
17 100 (14.08%) Dashboard Development
17 100 (14.08%) Data Analytics
18 93 (13.10%) Data Pipeline
19 84 (11.83%) ETL
Programming Languages
1 375 (52.82%) SQL
2 304 (42.82%) Python
3 50 (7.04%) R
4 46 (6.48%) JavaScript
5 43 (6.06%) Data Analysis Expressions
6 42 (5.92%) C#
7 27 (3.80%) TypeScript
8 20 (2.82%) Java
9 18 (2.54%) C++
10 17 (2.39%) Scala
11 14 (1.97%) Ladder Logic
12 13 (1.83%) T-SQL
13 7 (0.99%) PowerShell
14 6 (0.85%) C
14 6 (0.85%) Kusto Query Language
15 5 (0.70%) Bash
15 5 (0.70%) Go
15 5 (0.70%) Rust
15 5 (0.70%) VBA
16 4 (0.56%) Julia
Qualifications
1 157 (22.11%) Degree
2 80 (11.27%) Security Cleared
3 52 (7.32%) SC Cleared
4 15 (2.11%) DBS Check
4 15 (2.11%) DV Cleared
5 14 (1.97%) Azure Certification
6 13 (1.83%) BPSS Clearance
7 12 (1.69%) Computer Science Degree
7 12 (1.69%) Master's Degree
7 12 (1.69%) Numerate Degree
8 11 (1.55%) HNC
8 11 (1.55%) HND
9 10 (1.41%) Chartered Engineer
9 10 (1.41%) Postgraduate
10 9 (1.27%) Microsoft Certification
11 4 (0.56%) PhD
12 3 (0.42%) ACCA
12 3 (0.42%) CIMA
13 2 (0.28%) AWS Certification
13 2 (0.28%) CSPO
Quality Assurance & Compliance
1 193 (27.18%) Data Quality
2 40 (5.63%) GDPR
3 32 (4.51%) QA
4 27 (3.80%) Accessibility
5 15 (2.11%) California Consumer Privacy Act
6 10 (1.41%) IEC 61131
7 9 (1.27%) Actionable Recommendations
8 6 (0.85%) PMO
9 5 (0.70%) ISO/IEC 27001
9 5 (0.70%) NIST
10 4 (0.56%) ISO/IEC 15288
10 4 (0.56%) NIST 800
11 2 (0.28%) SOC 2
12 1 (0.14%) EU AI Act
12 1 (0.14%) GRC
12 1 (0.14%) HIPAA
12 1 (0.14%) NEBOSH
12 1 (0.14%) PERC
12 1 (0.14%) SLA
System Software
1 22 (3.10%) Docker
2 5 (0.70%) Active Directory
3 1 (0.14%) Apache Flume
Systems Management
1 25 (3.52%) Kubernetes
2 5 (0.70%) Ansible
3 2 (0.28%) EnCase
3 2 (0.28%) FTK
3 2 (0.28%) Kubeflow
3 2 (0.28%) Microsoft Clustering
4 1 (0.14%) Consul
4 1 (0.14%) Grafana
4 1 (0.14%) MOM
4 1 (0.14%) SysTrack
Vendors
1 138 (19.44%) Microsoft
2 70 (9.86%) Databricks
3 62 (8.73%) Google
4 22 (3.10%) SAP
5 17 (2.39%) Siemens
6 10 (1.41%) Oracle
7 9 (1.27%) YouTube
8 8 (1.13%) SYSPRO
9 7 (0.99%) Informatica
9 7 (0.99%) MicroStrategy
9 7 (0.99%) Salesforce
10 6 (0.85%) Alteryx
10 6 (0.85%) CA Agile Central
11 5 (0.70%) Hotjar
11 5 (0.70%) IBM
11 5 (0.70%) OpenAI
12 4 (0.56%) Cognos
12 4 (0.56%) Foundry
13 3 (0.42%) Adobe
13 3 (0.42%) Cognizant