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

6 months to
18 Jun 2026
Same period 2025 Same period 2024
Rank 252 122 96
Rank change year-on-year -130 -26 +36
Permanent jobs citing Visualisation 701 1,201 2,786
As % of all permanent jobs in the UK 0.75% 2.69% 2.56%
As % of the Processes & Methodologies category 1.03% 2.90% 3.13%
Number of salaries quoted 500 590 1,331
10th Percentile £31,475 £33,625 £35,000
25th Percentile £36,033 £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 £71,250 £77,500 £71,250
90th Percentile £93,750 £100,000 £85,000
UK excluding London median annual salary £41,000 £52,500 £50,000
% change year-on-year -21.90% +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 68,264 41,362 89,059
As % of all permanent jobs advertised in the UK 72.88% 92.48% 81.88%
Number of salaries quoted 46,974 22,138 63,125
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 £91,991
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 18 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 18 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 -106 655 £50,000 -13.04% 297
UK excluding London -107 423 £41,000 -21.90% 267
London -120 237 £72,500 +3.57% 101
Work from Home -107 212 £60,000 +9.09% 101
North of England -27 163 £37,500 -25.00% 70
North West +19 110 £40,000 -18.78% 51
South East -45 87 £50,000 -4.76% 72
Midlands -46 83 £40,000 -25.50% 48
West Midlands -25 53 £40,000 -27.27% 23
South West -113 49 £45,000 +5.88% 36
Yorkshire -35 46 £37,500 -28.57% 15
East Midlands -41 30 £36,250 -15.70% 25
East of England -33 21 £58,250 -29.39% 24
Scotland -74 12 £62,500 +13.64% 4
North East -51 7 £37,500 -21.05% 6
Wales -42 5 £66,000 - 3
Northern Ireland -35 3 - - 19

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 31 (4.42%) Apache Airflow
3 28 (3.99%) Apache Spark
4 25 (3.57%) SharePoint
5 15 (2.14%) Apache
6 11 (1.57%) SAS
7 3 (0.43%) IIS
8 2 (0.29%) Confluence
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%) GeoServer
Applications
1 109 (15.55%) Microsoft Excel
2 54 (7.70%) 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 1 (0.14%) Adobe Premiere
8 1 (0.14%) Fusion 360
8 1 (0.14%) Lightworks
8 1 (0.14%) Photoshop
8 1 (0.14%) Siemens NX
8 1 (0.14%) SOLIDWORKS
8 1 (0.14%) Windchill
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
1 338 (48.22%) Power Platform
2 156 (22.25%) Azure
3 145 (20.68%) AWS
4 60 (8.56%) Cloud Computing
5 51 (7.28%) GCP
6 37 (5.28%) Azure Data Factory
7 36 (5.14%) Microsoft 365
8 35 (4.99%) dbt
9 33 (4.71%) PowerApps
10 31 (4.42%) Snowflake
11 28 (3.99%) Power Automate
12 27 (3.85%) SaaS
13 24 (3.42%) Azure DevOps
14 21 (3.00%) Microsoft Purview
15 14 (2.00%) Dynamics 365
16 12 (1.71%) Amazon S3
16 12 (1.71%) Azure Synapse Analytics
17 11 (1.57%) Google Analytics
18 10 (1.43%) Amazon Kinesis
18 10 (1.43%) Azure Machine Learning
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
1 338 (48.22%) Power BI
2 156 (22.25%) Tableau
3 59 (8.42%) Data Warehouse
4 40 (5.71%) SQL Server
5 27 (3.85%) Looker
6 25 (3.57%) Metadata
7 22 (3.14%) BigQuery
8 21 (3.00%) Data Lake
9 20 (2.85%) Amazon Redshift
10 19 (2.71%) SQL Server Integration Services
11 18 (2.57%) Big Data
11 18 (2.57%) Power Query
12 17 (2.43%) Relational Database
13 14 (2.00%) GIS
13 14 (2.00%) NoSQL
14 13 (1.85%) SQL Server Reporting Services
15 11 (1.57%) Amazon QuickSight
16 10 (1.43%) Azure SQL Database
17 9 (1.28%) Data Mining
18 8 (1.14%) PostgreSQL
Development Applications
1 54 (7.70%) Visual Studio Code
2 43 (6.13%) Git
3 9 (1.28%) Rational DOORS
4 7 (1.00%) 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%) LabVIEW
9 1 (0.14%) RStudio
9 1 (0.14%) Subversion
9 1 (0.14%) Xcode
9 1 (0.14%) Yeoman
General
1 267 (38.09%) Analytical Skills
2 262 (37.38%) Social Skills
3 217 (30.96%) Finance
4 102 (14.55%) Retail
5 84 (11.98%) Inclusion and Diversity
5 84 (11.98%) Manufacturing
6 74 (10.56%) Law
7 50 (7.13%) Public Sector
8 36 (5.14%) Marketing
9 34 (4.85%) Telecoms
10 33 (4.71%) Military
11 32 (4.56%) Banking
12 25 (3.57%) Back Office
13 22 (3.14%) Organisational Skills
14 18 (2.57%) Legal
15 16 (2.28%) Front Office
16 15 (2.14%) Documentation Skills
16 15 (2.14%) Influencing Skills
17 12 (1.71%) Presentation Skills
18 11 (1.57%) Pharmaceutical
Job Titles
1 157 (22.40%) Analyst
2 103 (14.69%) Senior
3 94 (13.41%) Developer
4 92 (13.12%) Data Analyst
5 56 (7.99%) Data Engineer
5 56 (7.99%) Trainee
6 52 (7.42%) Data Scientist
7 51 (7.28%) Artificial Intelligence Programmer
7 51 (7.28%) Programmer
7 51 (7.28%) Trainee Programmer
8 44 (6.28%) Lead
9 38 (5.42%) Consultant
10 35 (4.99%) Data Manager
11 29 (4.14%) Business Intelligence Analyst
11 29 (4.14%) Power BI Analyst
12 26 (3.71%) Business Intelligence Developer
13 23 (3.28%) React Developer
14 22 (3.14%) 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 28 (3.99%) Kafka
8 27 (3.85%) PySpark
9 26 (3.71%) .NET
10 25 (3.57%) CSS
11 24 (3.42%) HTML
12 19 (2.71%) WebSockets
13 16 (2.28%) PyTorch
14 13 (1.85%) CSS3
14 13 (1.85%) HTML5
15 12 (1.71%) HTML5 Canvas
15 12 (1.71%) jQuery
15 12 (1.71%) LESS
15 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
6 19 (2.71%) Self-Motivation
7 13 (1.85%) Fixed Income
7 13 (1.85%) Onboarding
8 12 (1.71%) Social Media
9 10 (1.43%) Blog
9 10 (1.43%) IoT
9 10 (1.43%) NHS
10 9 (1.28%) Legacy Systems
10 9 (1.28%) SCADA
11 8 (1.14%) Augmented Reality
11 8 (1.14%) Clustering
11 8 (1.14%) Virtual Reality
12 7 (1.00%) Foreign Exchange (FX)
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
1 378 (53.92%) Data Visualisation
2 334 (47.65%) Business Intelligence
3 323 (46.08%) Analytics
4 219 (31.24%) AI
5 198 (28.25%) Decision-Making
6 188 (26.82%) Machine Learning
7 183 (26.11%) Problem-Solving
8 165 (23.54%) Data Analysis
9 152 (21.68%) Data Modelling
10 132 (18.83%) Data Science
11 126 (17.97%) Data Governance
12 111 (15.83%) Agile
13 100 (14.27%) Actionable Insight
14 92 (13.12%) ETL
15 88 (12.55%) Continuous Improvement
16 84 (11.98%) Data Engineering
17 83 (11.84%) Data Analytics
17 83 (11.84%) Workflow
18 76 (10.84%) Data Management
19 72 (10.27%) Data Privacy
Programming Languages
1 328 (46.79%) Python
2 297 (42.37%) SQL
3 68 (9.70%) JavaScript
4 46 (6.56%) R
5 43 (6.13%) Data Analysis Expressions
6 41 (5.85%) C#
7 37 (5.28%) TypeScript
8 31 (4.42%) VBA
9 28 (3.99%) Java
10 21 (3.00%) C++
11 12 (1.71%) Scala
11 12 (1.71%) T-SQL
12 10 (1.43%) Bash
12 10 (1.43%) 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 15 (2.14%) Microsoft Certification
10 11 (1.57%) 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
15 6 (0.86%) PhD
16 4 (0.57%) ACCA
16 4 (0.57%) AWS Certified Solutions Architect
16 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 32 (4.56%) 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%) Anaplan
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%) Hyperion