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 30 July 2026, with comparisons to the same periods in the previous two years.

6 months to
30 Jul 2026
Same period 2025 Same period 2024
Rank 285 128 95
Rank change year-on-year -157 -33 +49
Permanent jobs citing Visualisation 718 1,210 2,223
As % of all permanent jobs in the UK 0.70% 2.45% 2.55%
As % of the Processes & Methodologies category 0.95% 2.74% 3.14%
Number of salaries quoted 500 598 972
10th Percentile £30,000 £38,869 £38,546
25th Percentile £34,500 £42,750 £43,750
Median annual salary (50th Percentile) £50,000 £57,500 £60,000
Median % change year-on-year -13.04% -4.17% -
75th Percentile £72,500 £76,692 £77,500
90th Percentile £93,750 £100,000 £87,500
UK excluding London median annual salary £40,000 £52,500 £54,250
% change year-on-year -23.81% -3.23% +7.99%

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 75,424 44,229 70,800
As % of all permanent jobs advertised in the UK 73.68% 89.64% 81.30%
Number of salaries quoted 51,991 25,065 47,390
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -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 30 July 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 30 July 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 -127 670 £48,373 -15.87% 435
UK excluding London -129 421 £40,000 -23.81% 308
London -118 250 £70,000 +3.70% 186
Work from Home -135 212 £55,000 -4.35% 139
North of England -10 164 £37,500 -28.23% 76
North West +11 113 £40,000 -20.00% 44
Midlands -60 88 £42,500 -5.56% 61
South East -89 77 £46,250 -7.50% 94
South West -111 52 £45,000 -5.26% 39
East Midlands -34 45 £47,500 +10.47% 21
West Midlands -47 43 £37,500 -31.00% 40
Yorkshire -20 42 £37,500 -38.26% 20
East of England -53 19 £54,000 -23.07% 25
Wales -52 10 £66,000 - 4
North East -53 9 £37,500 -16.67% 14
Scotland -79 8 £37,500 -46.43% 9
Northern Ireland -66 3 - - 5

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 50 (6.96%) Jupyter
2 26 (3.62%) Apache Spark
3 21 (2.92%) SharePoint
4 17 (2.37%) Apache Airflow
5 10 (1.39%) SAS
6 4 (0.56%) ArcGIS
7 3 (0.42%) Apache
8 2 (0.28%) IIS
8 2 (0.28%) WordPress
9 1 (0.14%) CMS
9 1 (0.14%) Confluence
9 1 (0.14%) GeoServer
9 1 (0.14%) WinCC
Applications
1 110 (15.32%) Microsoft Excel
2 52 (7.24%) Chatbot
3 20 (2.79%) Microsoft Office
4 15 (2.09%) Microsoft PowerPoint
5 7 (0.97%) CATIA
6 6 (0.84%) Spreadsheet
7 5 (0.70%) Blender
7 5 (0.70%) Maya
8 2 (0.28%) 3ds Max
8 2 (0.28%) CINEMA 4D
8 2 (0.28%) Lightworks
8 2 (0.28%) Microsoft Project
8 2 (0.28%) MS Visio
8 2 (0.28%) Windchill
9 1 (0.14%) Photoshop
9 1 (0.14%) SPSS
Business Applications
1 19 (2.65%) SAP PM
2 5 (0.70%) 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%) SAP CO
3 1 (0.14%) SystmOne
Cloud Services
1 351 (48.89%) Power Platform
2 154 (21.45%) Azure
3 152 (21.17%) AWS
4 60 (8.36%) GCP
5 55 (7.66%) Cloud Computing
6 45 (6.27%) dbt
7 33 (4.60%) Snowflake
8 32 (4.46%) SaaS
9 30 (4.18%) Azure Data Factory
10 29 (4.04%) Azure DevOps
10 29 (4.04%) Microsoft 365
11 26 (3.62%) PowerApps
12 25 (3.48%) Power Automate
13 21 (2.92%) Microsoft Purview
14 17 (2.37%) Dynamics 365
14 17 (2.37%) Google Analytics
15 12 (1.67%) Azure Machine Learning
15 12 (1.67%) GitHub
16 11 (1.53%) Dataform
17 9 (1.25%) Azure Synapse Analytics
Communications & Networking
1 13 (1.81%) Broadband
2 6 (0.84%) 5G
2 6 (0.84%) Internet
3 5 (0.70%) Modbus
4 4 (0.56%) MQTT
5 3 (0.42%) Wireless
6 2 (0.28%) HTTP
6 2 (0.28%) LoRaWAN
6 2 (0.28%) Network Security
6 2 (0.28%) TCP/IP
7 1 (0.14%) AMQP
7 1 (0.14%) Intranet
7 1 (0.14%) PPP
7 1 (0.14%) Profibus
7 1 (0.14%) VLAN
7 1 (0.14%) VoIP
Database & Business Intelligence
1 351 (48.89%) Power BI
2 171 (23.82%) Tableau
3 67 (9.33%) Data Warehouse
4 45 (6.27%) Looker
5 38 (5.29%) SQL Server
6 33 (4.60%) Power Query
7 24 (3.34%) Data Lake
7 24 (3.34%) SQL Server Integration Services
8 21 (2.92%) BigQuery
8 21 (2.92%) Metadata
8 21 (2.92%) SQL Server Reporting Services
9 19 (2.65%) Big Data
10 18 (2.51%) Relational Database
11 16 (2.23%) GIS
12 12 (1.67%) QlikView
13 11 (1.53%) Data Mining
13 11 (1.53%) NoSQL
13 11 (1.53%) PostgreSQL
14 9 (1.25%) Amazon QuickSight
14 9 (1.25%) Azure SQL Database
Development Applications
1 50 (6.96%) Visual Studio Code
2 29 (4.04%) Git
3 8 (1.11%) JIRA
4 7 (0.97%) Rational DOORS
5 6 (0.84%) Jenkins
6 4 (0.56%) Vite
7 3 (0.42%) GitLab
7 3 (0.42%) MLflow
7 3 (0.42%) Selenium
7 3 (0.42%) Visual Studio
8 2 (0.28%) ESLint
8 2 (0.28%) Storybook
9 1 (0.14%) CocoaPods
9 1 (0.14%) Cypress.io
9 1 (0.14%) fastlane
9 1 (0.14%) RStudio
9 1 (0.14%) Xcode
9 1 (0.14%) Yeoman
General
1 299 (41.64%) Analytical Skills
2 294 (40.95%) Social Skills
3 242 (33.70%) Finance
4 106 (14.76%) Retail
5 84 (11.70%) Manufacturing
6 83 (11.56%) Law
7 81 (11.28%) Inclusion and Diversity
8 54 (7.52%) Marketing
9 47 (6.55%) Public Sector
10 43 (5.99%) Military
11 39 (5.43%) Telecoms
12 35 (4.87%) Back Office
13 30 (4.18%) Banking
14 27 (3.76%) Organisational Skills
15 16 (2.23%) Influencing Skills
15 16 (2.23%) Presentation Skills
16 14 (1.95%) Financial Institution
16 14 (1.95%) Legal
17 13 (1.81%) Documentation Skills
18 11 (1.53%) Front Office
Job Titles
1 174 (24.23%) Analyst
2 124 (17.27%) Senior
3 106 (14.76%) Data Analyst
4 79 (11.00%) Developer
5 57 (7.94%) Data Engineer
6 52 (7.24%) Trainee
7 50 (6.96%) Data Scientist
8 48 (6.69%) Lead
9 47 (6.55%) Artificial Intelligence Programmer
9 47 (6.55%) Programmer
9 47 (6.55%) Trainee Programmer
10 38 (5.29%) Consultant
11 36 (5.01%) Data Manager
12 29 (4.04%) Software Engineer
13 26 (3.62%) Analytics Manager
13 26 (3.62%) Senior Analyst
14 23 (3.20%) Power BI Analyst
15 22 (3.06%) Business Intelligence Analyst
16 21 (2.92%) Performance Analyst
17 20 (2.79%) Data Consultant
Libraries, Frameworks & Software Standards
1 65 (9.05%) Pandas
2 63 (8.77%) scikit-learn
3 59 (8.22%) Matplotlib
4 56 (7.80%) NumPy
4 56 (7.80%) Streamlit
5 50 (6.96%) Hugging Face
6 36 (5.01%) React
7 27 (3.76%) .NET
8 24 (3.34%) PySpark
9 23 (3.20%) Kafka
10 17 (2.37%) CSS
11 16 (2.23%) HTML
12 13 (1.81%) PyTorch
13 12 (1.67%) CSS3
13 12 (1.67%) HTML5
13 12 (1.67%) jQuery
13 12 (1.67%) REST
14 11 (1.53%) Ajax
14 11 (1.53%) Sass
14 11 (1.53%) WebSockets
Miscellaneous
1 84 (11.70%) Algorithms
2 41 (5.71%) Management Information System
3 28 (3.90%) Product Ownership
4 26 (3.62%) Analytical Mindset
5 23 (3.20%) Data Structures
6 19 (2.65%) Cloud Native
7 15 (2.09%) Onboarding
7 15 (2.09%) Social Media
8 13 (1.81%) Blog
8 13 (1.81%) Greenfield Project
8 13 (1.81%) Self-Motivation
9 11 (1.53%) IoT
9 11 (1.53%) NHS
10 9 (1.25%) Legacy Systems
11 8 (1.11%) AI Agents
11 8 (1.11%) Data Protection Act
11 8 (1.11%) SCADA
12 7 (0.97%) Clustering
12 7 (0.97%) Fixed Income
12 7 (0.97%) Foreign Exchange (FX)
Operating Systems
1 12 (1.67%) Linux
2 7 (0.97%) Unix
3 3 (0.42%) Windows
4 2 (0.28%) Apple iOS
4 2 (0.28%) Windows Server
5 1 (0.14%) Android
Processes & Methodologies
1 387 (53.90%) Data Visualisation
2 358 (49.86%) Business Intelligence
3 331 (46.10%) Analytics
4 240 (33.43%) AI
5 233 (32.45%) Decision-Making
6 199 (27.72%) Problem-Solving
7 187 (26.04%) Machine Learning
8 164 (22.84%) Data Analysis
8 164 (22.84%) Data Modelling
9 148 (20.61%) Data Science
10 135 (18.80%) Data Governance
11 132 (18.38%) Actionable Insight
12 131 (18.25%) Agile
13 103 (14.35%) Continuous Improvement
14 92 (12.81%) Data Engineering
15 88 (12.26%) Data Analytics
16 87 (12.12%) Data-Driven Decision Making
17 86 (11.98%) Dashboard Development
18 85 (11.84%) Data Pipeline
19 80 (11.14%) ETL
Programming Languages
1 329 (45.82%) SQL
2 328 (45.68%) Python
3 58 (8.08%) JavaScript
4 50 (6.96%) C#
5 46 (6.41%) R
6 43 (5.99%) Data Analysis Expressions
7 38 (5.29%) TypeScript
8 26 (3.62%) Java
9 24 (3.34%) C++
10 15 (2.09%) Scala
11 14 (1.95%) VBA
12 13 (1.81%) T-SQL
13 8 (1.11%) C
14 7 (0.97%) MATLAB
15 6 (0.84%) Julia
15 6 (0.84%) Rust
16 4 (0.56%) Bash
16 4 (0.56%) PowerShell
16 4 (0.56%) VB
16 4 (0.56%) VBScript
Qualifications
1 137 (19.08%) Degree
2 68 (9.47%) Security Cleared
3 52 (7.24%) AWS Certification
4 50 (6.96%) AWS Certified Cloud Practitioner
5 40 (5.57%) SC Cleared
6 18 (2.51%) Computer Science Degree
6 18 (2.51%) DBS Check
7 17 (2.37%) DV Cleared
8 16 (2.23%) Master's Degree
9 15 (2.09%) Microsoft Certification
10 14 (1.95%) BPSS Clearance
11 11 (1.53%) Azure Certification
12 9 (1.25%) Postgraduate
13 8 (1.11%) Numerate Degree
14 4 (0.56%) ACCA
14 4 (0.56%) CIMA
14 4 (0.56%) PhD
15 3 (0.42%) APMP
15 3 (0.42%) MBA
16 2 (0.28%) PMP
Quality Assurance & Compliance
1 152 (21.17%) Data Quality
2 51 (7.10%) GDPR
3 40 (5.57%) QA
4 20 (2.79%) Accessibility
5 14 (1.95%) California Consumer Privacy Act
6 8 (1.11%) Actionable Recommendations
7 7 (0.97%) ISO/IEC 15288
8 5 (0.70%) ISO/IEC 27001
8 5 (0.70%) NIST
9 4 (0.56%) NIST 800
9 4 (0.56%) PMO
10 2 (0.28%) ISO 19650
10 2 (0.28%) SOC 2
11 1 (0.14%) EU AI Act
11 1 (0.14%) GRC
11 1 (0.14%) IEC 61131
11 1 (0.14%) PERC
11 1 (0.14%) SLA
System Software
1 23 (3.20%) Docker
2 5 (0.70%) Active Directory
3 4 (0.56%) VMware Infrastructure
4 1 (0.14%) Apache Flume
Systems Management
1 23 (3.20%) Terraform
2 20 (2.79%) Kubernetes
3 6 (0.84%) Grafana
3 6 (0.84%) Prometheus
4 4 (0.56%) SCCM
5 3 (0.42%) Kubeflow
6 2 (0.28%) Microsoft Clustering
7 1 (0.14%) Ansible
7 1 (0.14%) MOM
7 1 (0.14%) SysTrack
Vendors
1 169 (23.54%) Microsoft
2 49 (6.82%) Google
3 48 (6.69%) Databricks
4 28 (3.90%) SAP
5 18 (2.51%) Oracle
6 12 (1.67%) IBM
7 9 (1.25%) Salesforce
8 8 (1.11%) Alteryx
8 8 (1.11%) Informatica
8 8 (1.11%) MicroStrategy
8 8 (1.11%) SYSPRO
9 6 (0.84%) Cognos
10 5 (0.70%) Hotjar
11 4 (0.56%) Adobe
11 4 (0.56%) JD Edwards
11 4 (0.56%) Snow
11 4 (0.56%) Talend
11 4 (0.56%) VMware
12 3 (0.42%) Cognizant
12 3 (0.42%) Mapbox