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

6 months to
13 Sep 2026
Same period 2025 Same period 2024
Rank 291 152 101
Rank change year-on-year -139 -51 +34
Permanent jobs citing Visualisation 713 1,048 1,925
As % of all permanent jobs in the UK 0.63% 2.11% 2.46%
As % of the Processes & Methodologies category 0.86% 2.38% 3.04%
Number of salaries quoted 421 529 788
10th Percentile £30,750 £37,500 £39,425
25th Percentile £38,750 £42,500 £47,500
Median annual salary (50th Percentile) £51,356 £57,500 £64,000
Median % change year-on-year -10.69% -10.16% +6.67%
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% +13.46%

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 82,691 43,965 63,361
As % of all permanent jobs advertised in the UK 72.84% 88.66% 80.94%
Number of salaries quoted 57,506 24,819 36,681
10th Percentile £31,250 £28,500 £32,000
25th Percentile £41,500 £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% -3.23%

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 13 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 13 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 -120 652 £51,356 -8.21% 1,076
UK excluding London -128 409 £45,000 -10.00% 633
London -106 263 £70,000 +7.69% 589
Work from Home -82 228 £60,000 +4.35% 566
North of England -14 145 £42,500 -10.53% 138
North West +28 105 £40,000 -16.67% 66
Midlands -72 84 £50,678 +12.62% 95
South East -99 82 £46,500 -6.06% 149
South West -81 48 £42,500 -10.53% 90
West Midlands -51 43 £45,000 -16.04% 45
East Midlands -42 41 £70,000 +64.71% 50
Yorkshire -42 30 £63,076 +29.39% 51
Wales -57 23 £66,000 +50.00% 21
Scotland -72 14 £95,000 +26.89% 56
East of England -51 12 £58,250 -3.55% 74
North East -60 10 £49,630 +16.78% 22
Northern Ireland -78 1 - - 18

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 (2.95%) Apache Spark
2 12 (1.68%) SharePoint
3 8 (1.12%) SAS
4 6 (0.84%) 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
1 102 (14.31%) Microsoft Excel
2 22 (3.09%) Microsoft Office
3 12 (1.68%) EPLAN
4 8 (1.12%) 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 (1.26%) 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
1 377 (52.88%) Power Platform
2 178 (24.96%) Azure
3 120 (16.83%) AWS
4 68 (9.54%) GCP
5 44 (6.17%) dbt
6 39 (5.47%) Azure DevOps
7 35 (4.91%) Azure Data Factory
8 32 (4.49%) Snowflake
9 31 (4.35%) SaaS
10 30 (4.21%) Google Analytics
11 25 (3.51%) Microsoft 365
11 25 (3.51%) Microsoft Purview
12 24 (3.37%) Power Automate
13 20 (2.81%) PowerApps
14 17 (2.38%) Azure Machine Learning
15 15 (2.10%) GitHub
16 13 (1.82%) Amazon S3
17 10 (1.40%) Azure Databricks
17 10 (1.40%) Azure Synapse Analytics
17 10 (1.40%) Serverless
Communications & Networking
1 14 (1.96%) Profibus
2 7 (0.98%) Broadband
3 6 (0.84%) 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
1 377 (52.88%) Power BI
2 179 (25.11%) Tableau
3 73 (10.24%) Data Warehouse
4 59 (8.27%) Looker
5 39 (5.47%) Power Query
5 39 (5.47%) SQL Server
6 33 (4.63%) Data Lake
7 27 (3.79%) Data Mining
7 27 (3.79%) Metadata
8 25 (3.51%) Big Data
8 25 (3.51%) SQL Server Integration Services
9 22 (3.09%) SQL Server Reporting Services
10 21 (2.95%) Amazon QuickSight
11 19 (2.66%) BigQuery
12 17 (2.38%) GIS
12 17 (2.38%) Relational Database
13 14 (1.96%) Azure SQL Database
13 14 (1.96%) NoSQL
13 14 (1.96%) QlikView
14 11 (1.54%) PostgreSQL
Development Applications
1 33 (4.63%) Git
2 10 (1.40%) Jenkins
3 8 (1.12%) 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
1 334 (46.84%) Analytical Skills
2 305 (42.78%) Social Skills
3 240 (33.66%) Finance
4 85 (11.92%) Marketing
5 68 (9.54%) Retail
6 66 (9.26%) Inclusion and Diversity
7 65 (9.12%) Law
8 42 (5.89%) Public Sector
9 41 (5.75%) Organisational Skills
10 36 (5.05%) Back Office
11 35 (4.91%) Military
12 32 (4.49%) Banking
13 31 (4.35%) Telecoms
14 26 (3.65%) Manufacturing
15 23 (3.23%) Influencing Skills
16 18 (2.52%) Legal
16 18 (2.52%) Presentation Skills
17 15 (2.10%) Financial Institution
18 14 (1.96%) Documentation Skills
18 14 (1.96%) Local Government
Job Titles
1 196 (27.49%) Analyst
2 122 (17.11%) Senior
3 108 (15.15%) Data Analyst
4 77 (10.80%) Lead
5 61 (8.56%) Data Engineer
6 59 (8.27%) Developer
7 36 (5.05%) Consultant
7 36 (5.05%) Data Scientist
8 35 (4.91%) Data Manager
9 34 (4.77%) Senior Analyst
10 32 (4.49%) Analytics Manager
11 30 (4.21%) Software Engineer
12 25 (3.51%) Senior Data Analyst
13 21 (2.95%) Performance Analyst
14 20 (2.81%) Architect
15 19 (2.66%) Business Intelligence Analyst
16 18 (2.52%) Data Consultant
17 17 (2.38%) Power BI Analyst
18 16 (2.24%) Head of Business Intelligence
19 15 (2.10%) Governance Manager
Libraries, Frameworks & Software Standards
1 29 (4.07%) PySpark
2 25 (3.51%) .NET
3 23 (3.23%) Terraform
4 21 (2.95%) CSS
5 18 (2.52%) Kafka
5 18 (2.52%) Pandas
5 18 (2.52%) PyTorch
5 18 (2.52%) React
6 16 (2.24%) HTML
7 15 (2.10%) scikit-learn
8 12 (1.68%) TensorFlow
9 11 (1.54%) jQuery
10 10 (1.40%) Ajax
10 10 (1.40%) CSS3
10 10 (1.40%) HTML5
10 10 (1.40%) LESS
10 10 (1.40%) Sass
10 10 (1.40%) Streamlit
11 9 (1.26%) REST
12 8 (1.12%) Blazor
Miscellaneous
1 47 (6.59%) Onboarding
2 44 (6.17%) Management Information System
3 37 (5.19%) Algorithms
4 32 (4.49%) Product Ownership
5 22 (3.09%) Cloud Native
6 20 (2.81%) Analytical Mindset
6 20 (2.81%) Data Structures
7 19 (2.66%) SCADA
8 15 (2.10%) Blog
9 13 (1.82%) Self-Motivation
10 12 (1.68%) Greenfield Project
11 11 (1.54%) NHS
12 10 (1.40%) Data Protection Act
13 9 (1.26%) Legacy Systems
13 9 (1.26%) Robotics
13 9 (1.26%) Social Media
14 8 (1.12%) Clustering
14 8 (1.12%) Educational Technology
15 7 (0.98%) Distributed Systems
15 7 (0.98%) IoT
Operating Systems
1 8 (1.12%) 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
1 413 (57.92%) Data Visualisation
2 396 (55.54%) Business Intelligence
3 390 (54.70%) Analytics
4 268 (37.59%) Decision-Making
5 228 (31.98%) Problem-Solving
6 224 (31.42%) AI
7 188 (26.37%) Data Analysis
8 184 (25.81%) Data Modelling
9 177 (24.82%) Actionable Insight
10 160 (22.44%) Machine Learning
11 156 (21.88%) Data Science
12 149 (20.90%) Agile
13 134 (18.79%) Continuous Improvement
14 124 (17.39%) Data Engineering
15 121 (16.97%) Data Governance
16 106 (14.87%) Stakeholder Management
17 100 (14.03%) Dashboard Development
17 100 (14.03%) Data Analytics
18 93 (13.04%) Data Pipeline
19 85 (11.92%) ETL
Programming Languages
1 377 (52.88%) SQL
2 305 (42.78%) Python
3 51 (7.15%) R
4 47 (6.59%) JavaScript
5 44 (6.17%) Data Analysis Expressions
6 43 (6.03%) C#
7 27 (3.79%) TypeScript
8 20 (2.81%) Java
9 18 (2.52%) C++
10 17 (2.38%) Scala
11 14 (1.96%) Ladder Logic
11 14 (1.96%) T-SQL
12 7 (0.98%) PowerShell
13 6 (0.84%) C
13 6 (0.84%) Kusto Query Language
14 5 (0.70%) Bash
14 5 (0.70%) Go
14 5 (0.70%) Rust
14 5 (0.70%) VBA
15 4 (0.56%) Julia
Qualifications
1 159 (22.30%) Degree
2 81 (11.36%) Security Cleared
3 52 (7.29%) SC Cleared
4 15 (2.10%) DBS Check
5 14 (1.96%) Azure Certification
5 14 (1.96%) DV Cleared
6 13 (1.82%) BPSS Clearance
6 13 (1.82%) Computer Science Degree
7 12 (1.68%) Master's Degree
7 12 (1.68%) Numerate Degree
8 11 (1.54%) HNC
8 11 (1.54%) HND
9 10 (1.40%) Chartered Engineer
9 10 (1.40%) Microsoft Certification
9 10 (1.40%) Postgraduate
10 3 (0.42%) ACCA
10 3 (0.42%) CIMA
10 3 (0.42%) PhD
11 2 (0.28%) AWS Certification
11 2 (0.28%) CSPO
Quality Assurance & Compliance
1 193 (27.07%) Data Quality
2 41 (5.75%) GDPR
3 32 (4.49%) QA
4 27 (3.79%) Accessibility
5 15 (2.10%) California Consumer Privacy Act
6 10 (1.40%) IEC 61131
7 9 (1.26%) Actionable Recommendations
8 6 (0.84%) 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 (3.09%) Docker
2 5 (0.70%) Active Directory
3 1 (0.14%) Apache Flume
Systems Management
1 25 (3.51%) 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
1 140 (19.64%) Microsoft
2 71 (9.96%) Databricks
3 61 (8.56%) Google
4 22 (3.09%) SAP
5 17 (2.38%) Siemens
6 10 (1.40%) Oracle
7 8 (1.12%) SYSPRO
7 8 (1.12%) YouTube
8 7 (0.98%) Informatica
8 7 (0.98%) MicroStrategy
8 7 (0.98%) Salesforce
9 6 (0.84%) Alteryx
9 6 (0.84%) CA Agile Central
10 5 (0.70%) Hotjar
10 5 (0.70%) IBM
10 5 (0.70%) OpenAI
11 4 (0.56%) Cognos
11 4 (0.56%) Foundry
12 3 (0.42%) Adobe
12 3 (0.42%) Cognizant