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

6 months to
19 Jun 2026
Same period 2025 Same period 2024
Rank 252 122 95
Rank change year-on-year -130 -27 +34
Permanent jobs citing Visualisation 701 1,198 2,782
As % of all permanent jobs in the UK 0.75% 2.67% 2.55%
As % of the Processes & Methodologies category 1.02% 2.89% 3.12%
Number of salaries quoted 502 588 1,330
10th Percentile £31,515 £33,375 £35,000
25th Percentile £36,250 £42,500 £42,500
Median annual salary (50th Percentile) £50,000 £57,500 £55,000
Median % change year-on-year -13.04% +4.55% -8.33%
75th Percentile £70,938 £77,500 £72,188
90th Percentile £93,750 £100,000 £85,000
UK excluding London median annual salary £42,500 £52,500 £50,000
% change year-on-year -19.05% +5.00% -0.47%

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 68,493 41,477 89,117
As % of all permanent jobs advertised in the UK 72.95% 92.48% 81.80%
Number of salaries quoted 47,109 22,216 63,180
10th Percentile £30,000 £28,822 £29,750
25th Percentile £41,250 £39,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,000
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +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 June 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 June 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 -109 656 £50,000 -13.04% 349
UK excluding London -104 424 £42,500 -19.05% 276
London -120 236 £72,500 +3.57% 134
Work from Home -114 211 £60,000 +9.09% 130
North of England -14 165 £37,500 -25.00% 73
North West +19 112 £40,000 -18.78% 53
South East -50 87 £50,000 -4.76% 82
Midlands -38 84 £40,000 -25.50% 54
West Midlands -21 52 £40,000 -27.27% 29
South West -106 49 £45,000 +5.88% 37
Yorkshire -39 46 £37,500 -28.57% 13
East Midlands -40 32 £42,500 -1.16% 25
East of England -35 20 £54,000 -34.55% 24
Scotland -74 11 £37,500 -31.82% 5
North East -46 7 £37,500 -21.05% 9
Wales -43 5 £66,000 - 1
Northern Ireland -33 3 - - 10

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 54 (7.70%) Jupyter
2 30 (4.28%) Apache Airflow
3 28 (3.99%) Apache Spark
4 26 (3.71%) SharePoint
5 14 (2.00%) Apache
6 11 (1.57%) SAS
7 3 (0.43%) IIS
8 2 (0.29%) WordPress
9 1 (0.14%) Apache Superset
9 1 (0.14%) ArcGIS
9 1 (0.14%) CMS
9 1 (0.14%) Confluence
9 1 (0.14%) GeoServer
Applications
1 111 (15.83%) Microsoft Excel
2 55 (7.85%) Chatbot
3 22 (3.14%) Microsoft Office
4 20 (2.85%) Microsoft PowerPoint
5 9 (1.28%) CATIA
6 6 (0.86%) Blender
6 6 (0.86%) Maya
6 6 (0.86%) Spreadsheet
7 3 (0.43%) 3ds Max
7 3 (0.43%) CINEMA 4D
7 3 (0.43%) MS Visio
8 2 (0.29%) Windchill
9 1 (0.14%) Adobe Premiere
9 1 (0.14%) Fusion 360
9 1 (0.14%) Lightworks
9 1 (0.14%) Photoshop
9 1 (0.14%) Siemens NX
9 1 (0.14%) SOLIDWORKS
Business Applications
1 15 (2.14%) SAP PM
2 6 (0.86%) SAP CO
3 5 (0.71%) Dynamics CRM
3 5 (0.71%) IBM Planning Analytics
4 2 (0.29%) Salesforce CRM
5 1 (0.14%) Dynamics GP
5 1 (0.14%) Maximo
Cloud Services
1 341 (48.64%) Power Platform
2 157 (22.40%) Azure
3 143 (20.40%) AWS
4 60 (8.56%) Cloud Computing
5 51 (7.28%) GCP
6 36 (5.14%) Azure Data Factory
6 36 (5.14%) Microsoft 365
7 35 (4.99%) dbt
8 34 (4.85%) PowerApps
9 31 (4.42%) Snowflake
10 29 (4.14%) Power Automate
11 28 (3.99%) SaaS
12 24 (3.42%) Azure DevOps
13 21 (3.00%) Microsoft Purview
14 15 (2.14%) Dynamics 365
15 11 (1.57%) Amazon S3
15 11 (1.57%) Azure Synapse Analytics
15 11 (1.57%) Google Analytics
16 10 (1.43%) Azure Machine Learning
16 10 (1.43%) GitHub
Communications & Networking
1 14 (2.00%) Broadband
2 6 (0.86%) 5G
2 6 (0.86%) Modbus
3 5 (0.71%) MQTT
4 2 (0.29%) LoRaWAN
4 2 (0.29%) Network Security
4 2 (0.29%) Wireless
5 1 (0.14%) AMQP
5 1 (0.14%) HTTP
5 1 (0.14%) Internet
5 1 (0.14%) Intranet
5 1 (0.14%) TCP/IP
5 1 (0.14%) VoIP
Database & Business Intelligence
1 341 (48.64%) Power BI
2 156 (22.25%) Tableau
3 58 (8.27%) Data Warehouse
4 41 (5.85%) SQL Server
5 27 (3.85%) Looker
6 24 (3.42%) Metadata
7 22 (3.14%) BigQuery
8 20 (2.85%) Data Lake
8 20 (2.85%) SQL Server Integration Services
9 19 (2.71%) Power Query
10 18 (2.57%) Amazon Redshift
10 18 (2.57%) Big Data
11 17 (2.43%) Relational Database
12 14 (2.00%) GIS
12 14 (2.00%) NoSQL
13 13 (1.85%) SQL Server Reporting Services
14 9 (1.28%) Amazon QuickSight
14 9 (1.28%) Azure SQL Database
14 9 (1.28%) Data Mining
15 8 (1.14%) PostgreSQL
Development Applications
1 54 (7.70%) Visual Studio Code
2 41 (5.85%) Git
3 9 (1.28%) Rational DOORS
4 6 (0.86%) JIRA
5 5 (0.71%) Jenkins
6 4 (0.57%) Visual Studio
6 4 (0.57%) Vite
7 3 (0.43%) MLflow
7 3 (0.43%) Selenium
8 2 (0.29%) ESLint
8 2 (0.29%) GitLab
8 2 (0.29%) 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%) Subversion
9 1 (0.14%) Xcode
9 1 (0.14%) Yeoman
General
1 268 (38.23%) Analytical Skills
2 261 (37.23%) Social Skills
3 216 (30.81%) Finance
4 103 (14.69%) Retail
5 85 (12.13%) Manufacturing
6 84 (11.98%) Inclusion and Diversity
7 75 (10.70%) Law
8 50 (7.13%) Public Sector
9 37 (5.28%) Marketing
10 34 (4.85%) Telecoms
11 33 (4.71%) Military
12 31 (4.42%) Banking
13 25 (3.57%) Back Office
14 21 (3.00%) Organisational Skills
15 18 (2.57%) Legal
16 16 (2.28%) Front Office
17 15 (2.14%) Documentation Skills
17 15 (2.14%) Influencing Skills
18 12 (1.71%) Presentation Skills
19 11 (1.57%) Pharmaceutical
Job Titles
1 158 (22.54%) Analyst
2 103 (14.69%) Senior
3 96 (13.69%) Developer
4 92 (13.12%) Data Analyst
5 56 (7.99%) Trainee
6 53 (7.56%) Data Engineer
7 52 (7.42%) Data Scientist
8 51 (7.28%) Artificial Intelligence Programmer
8 51 (7.28%) Programmer
8 51 (7.28%) Trainee Programmer
9 43 (6.13%) Lead
10 39 (5.56%) Consultant
11 36 (5.14%) Data Manager
12 29 (4.14%) Business Intelligence Analyst
12 29 (4.14%) Power BI Analyst
13 26 (3.71%) Business Intelligence Developer
14 23 (3.28%) React Developer
15 21 (3.00%) Architect
15 21 (3.00%) Junior
16 20 (2.85%) Software Engineer
Libraries, Frameworks & Software Standards
1 69 (9.84%) Pandas
1 69 (9.84%) scikit-learn
2 65 (9.27%) Matplotlib
3 61 (8.70%) NumPy
4 60 (8.56%) Streamlit
5 54 (7.70%) Hugging Face
6 40 (5.71%) React
7 27 (3.85%) .NET
7 27 (3.85%) Kafka
7 27 (3.85%) PySpark
8 25 (3.57%) CSS
9 24 (3.42%) HTML
10 19 (2.71%) WebSockets
11 16 (2.28%) PyTorch
12 13 (1.85%) CSS3
12 13 (1.85%) HTML5
13 12 (1.71%) HTML5 Canvas
13 12 (1.71%) jQuery
13 12 (1.71%) LESS
13 12 (1.71%) Sass
Miscellaneous
1 92 (13.12%) Algorithms
2 37 (5.28%) Management Information System
3 29 (4.14%) Product Ownership
4 26 (3.71%) Analytical Mindset
5 21 (3.00%) Data Structures
6 19 (2.71%) Cloud Native
7 18 (2.57%) Self-Motivation
8 13 (1.85%) Fixed Income
8 13 (1.85%) Onboarding
9 12 (1.71%) IoT
9 12 (1.71%) Social Media
10 10 (1.43%) Blog
10 10 (1.43%) Legacy Systems
10 10 (1.43%) NHS
11 9 (1.28%) SCADA
12 8 (1.14%) Augmented Reality
12 8 (1.14%) Clustering
12 8 (1.14%) Foreign Exchange (FX)
12 8 (1.14%) Virtual Reality
13 6 (0.86%) Anti-Piracy
Operating Systems
1 9 (1.28%) Linux
2 6 (0.86%) Unix
3 5 (0.71%) Apple iOS
4 4 (0.57%) Android
5 2 (0.29%) Windows
5 2 (0.29%) Windows Server
Processes & Methodologies
1 379 (54.07%) Data Visualisation
2 336 (47.93%) Business Intelligence
3 323 (46.08%) Analytics
4 219 (31.24%) AI
5 201 (28.67%) Decision-Making
6 188 (26.82%) Machine Learning
7 184 (26.25%) Problem-Solving
8 164 (23.40%) Data Analysis
9 151 (21.54%) Data Modelling
10 131 (18.69%) Data Science
11 126 (17.97%) Data Governance
12 109 (15.55%) Agile
13 100 (14.27%) Actionable Insight
14 91 (12.98%) ETL
15 89 (12.70%) Continuous Improvement
16 84 (11.98%) Data Analytics
17 83 (11.84%) Data Engineering
17 83 (11.84%) Workflow
18 79 (11.27%) Data Management
19 72 (10.27%) Data Privacy
Programming Languages
1 325 (46.36%) Python
2 297 (42.37%) SQL
3 69 (9.84%) JavaScript
4 46 (6.56%) R
5 43 (6.13%) C#
6 42 (5.99%) Data Analysis Expressions
7 37 (5.28%) TypeScript
8 31 (4.42%) VBA
9 28 (3.99%) Java
10 21 (3.00%) C++
11 13 (1.85%) T-SQL
12 12 (1.71%) Scala
13 9 (1.28%) Bash
13 9 (1.28%) C
13 9 (1.28%) MATLAB
14 6 (0.86%) Julia
14 6 (0.86%) Rust
15 5 (0.71%) VB
15 5 (0.71%) VBScript
16 2 (0.29%) PowerShell
Qualifications
1 128 (18.26%) Degree
2 62 (8.84%) Security Cleared
3 59 (8.42%) AWS Certification
4 54 (7.70%) AWS Certified Cloud Practitioner
5 40 (5.71%) SC Cleared
6 23 (3.28%) Master's Degree
7 19 (2.71%) DBS Check
8 17 (2.43%) Computer Science Degree
8 17 (2.43%) DV Cleared
9 16 (2.28%) Microsoft Certification
10 12 (1.71%) Azure Certification
11 10 (1.43%) BPSS Clearance
12 9 (1.28%) Postgraduate
13 8 (1.14%) MBA
14 7 (1.00%) APMP
15 6 (0.86%) Numerate Degree
16 5 (0.71%) PhD
17 4 (0.57%) ACCA
17 4 (0.57%) AWS Certified Solutions Architect
17 4 (0.57%) CIMA
Quality Assurance & Compliance
1 139 (19.83%) Data Quality
2 46 (6.56%) GDPR
3 33 (4.71%) QA
4 21 (3.00%) Accessibility
5 14 (2.00%) California Consumer Privacy Act
6 9 (1.28%) ISO/IEC 15288
7 6 (0.86%) Actionable Recommendations
8 5 (0.71%) ISO/IEC 27001
8 5 (0.71%) NIST
9 4 (0.57%) NIST 800
10 2 (0.29%) Good Clinical Practice
10 2 (0.29%) ISO 19650
10 2 (0.29%) PMO
11 1 (0.14%) PERC
11 1 (0.14%) SLA
System Software
1 21 (3.00%) Docker
2 5 (0.71%) Active Directory
2 5 (0.71%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 21 (3.00%) Terraform
2 17 (2.43%) Kubernetes
3 6 (0.86%) Grafana
3 6 (0.86%) Prometheus
4 5 (0.71%) SCCM
5 3 (0.43%) Kubeflow
5 3 (0.43%) MOM
6 2 (0.29%) Microsoft Clustering
7 1 (0.14%) Ansible
7 1 (0.14%) SysTrack
Vendors
1 173 (24.68%) Microsoft
2 40 (5.71%) Google
3 39 (5.56%) Databricks
4 31 (4.42%) SAP
5 20 (2.85%) Oracle
6 19 (2.71%) IBM
7 10 (1.43%) Cognos
8 9 (1.28%) Adobe
9 8 (1.14%) Alteryx
9 8 (1.14%) MicroStrategy
9 8 (1.14%) Salesforce
10 7 (1.00%) Informatica
11 5 (0.71%) Snow
11 5 (0.71%) VMware
12 4 (0.57%) JD Edwards
12 4 (0.57%) Mapbox
12 4 (0.57%) OpenAI
13 3 (0.43%) Cognizant
13 3 (0.43%) HighQ
13 3 (0.43%) Hyperion