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

6 months to
20 Jun 2026
Same period 2025 Same period 2024
Rank 262 122 97
Rank change year-on-year -140 -25 +32
Permanent jobs citing Visualisation 702 1,197 2,782
As % of all permanent jobs in the UK 0.75% 2.67% 2.55%
As % of the Processes & Methodologies category 1.02% 2.88% 3.12%
Number of salaries quoted 500 588 1,331
10th Percentile £31,250 £33,375 £35,000
25th Percentile £35,285 £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 £70,000 £77,005 £72,500
90th Percentile £93,750 £100,000 £85,000
UK excluding London median annual salary £40,000 £52,500 £50,000
% change year-on-year -23.81% +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 68,746 41,496 89,251
As % of all permanent jobs advertised in the UK 73.03% 92.46% 81.73%
Number of salaries quoted 47,319 22,262 63,244
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 20 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 20 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 -110 657 £50,000 -13.04% 315
UK excluding London -94 423 £40,000 -23.81% 274
London -125 236 £72,500 +3.57% 116
Work from Home -119 210 £60,000 +9.09% 106
North of England -9 166 £37,500 -25.00% 68
North West +15 112 £40,000 -18.78% 50
South East -50 89 £50,000 -4.76% 81
Midlands -44 83 £40,000 -25.50% 48
West Midlands -27 51 £40,000 -27.27% 24
Yorkshire -36 47 £37,500 -28.57% 13
South West -116 47 £42,500 - 35
East Midlands -47 32 £42,500 -1.16% 24
East of England -29 20 £54,000 -34.55% 23
Scotland -78 10 £37,500 -31.82% 5
North East -53 7 £37,500 -21.05% 7
Wales -42 5 £66,000 - 2
Northern Ireland -34 3 - - 21

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 (7.69%) Jupyter
2 30 (4.27%) Apache Airflow
3 29 (4.13%) Apache Spark
4 27 (3.85%) SharePoint
5 14 (1.99%) Apache
6 11 (1.57%) SAS
7 3 (0.43%) IIS
8 2 (0.28%) ArcGIS
8 2 (0.28%) WordPress
9 1 (0.14%) Apache Superset
9 1 (0.14%) CMS
9 1 (0.14%) Confluence
9 1 (0.14%) GeoServer
Applications
1 111 (15.81%) Microsoft Excel
2 55 (7.83%) Chatbot
3 23 (3.28%) Microsoft Office
4 20 (2.85%) Microsoft PowerPoint
5 9 (1.28%) CATIA
6 6 (0.85%) Blender
6 6 (0.85%) Maya
6 6 (0.85%) Spreadsheet
7 3 (0.43%) 3ds Max
7 3 (0.43%) CINEMA 4D
7 3 (0.43%) MS Visio
8 2 (0.28%) Windchill
9 1 (0.14%) Adobe Premiere
9 1 (0.14%) Fusion 360
9 1 (0.14%) Lightworks
9 1 (0.14%) Microsoft Project
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 (0.85%) SAP CO
3 5 (0.71%) Dynamics CRM
3 5 (0.71%) IBM Planning Analytics
4 2 (0.28%) Salesforce CRM
5 1 (0.14%) Dynamics GP
5 1 (0.14%) Maximo
Cloud Services
1 339 (48.29%) Power Platform
2 155 (22.08%) Azure
3 145 (20.66%) AWS
4 60 (8.55%) Cloud Computing
5 54 (7.69%) GCP
6 36 (5.13%) Microsoft 365
7 35 (4.99%) dbt
8 34 (4.84%) Azure Data Factory
8 34 (4.84%) PowerApps
9 31 (4.42%) Snowflake
10 29 (4.13%) Power Automate
10 29 (4.13%) SaaS
11 24 (3.42%) Azure DevOps
12 21 (2.99%) Microsoft Purview
13 15 (2.14%) Dynamics 365
14 12 (1.71%) Google Analytics
15 11 (1.57%) Amazon S3
15 11 (1.57%) Azure Synapse Analytics
15 11 (1.57%) GitHub
16 10 (1.42%) Azure Machine Learning
Communications & Networking
1 14 (1.99%) Broadband
2 6 (0.85%) 5G
2 6 (0.85%) Modbus
3 5 (0.71%) MQTT
4 2 (0.28%) LoRaWAN
4 2 (0.28%) Network Security
4 2 (0.28%) 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%) Profibus
5 1 (0.14%) TCP/IP
5 1 (0.14%) VoIP
Database & Business Intelligence
1 339 (48.29%) Power BI
2 157 (22.36%) Tableau
3 59 (8.40%) Data Warehouse
4 39 (5.56%) SQL Server
5 28 (3.99%) Looker
6 24 (3.42%) Metadata
7 23 (3.28%) BigQuery
8 20 (2.85%) Data Lake
8 20 (2.85%) SQL Server Integration Services
9 19 (2.71%) Big Data
9 19 (2.71%) Power Query
10 18 (2.56%) Amazon Redshift
10 18 (2.56%) Relational Database
11 15 (2.14%) GIS
11 15 (2.14%) NoSQL
12 13 (1.85%) SQL Server Reporting Services
13 9 (1.28%) Amazon QuickSight
13 9 (1.28%) Azure SQL Database
13 9 (1.28%) Data Mining
13 9 (1.28%) PostgreSQL
Development Applications
1 54 (7.69%) Visual Studio Code
2 41 (5.84%) Git
3 9 (1.28%) Rational DOORS
4 6 (0.85%) Jenkins
4 6 (0.85%) JIRA
5 4 (0.57%) Visual Studio
5 4 (0.57%) Vite
6 3 (0.43%) GitLab
6 3 (0.43%) MLflow
6 3 (0.43%) Selenium
7 2 (0.28%) ESLint
7 2 (0.28%) Storybook
8 1 (0.14%) CocoaPods
8 1 (0.14%) Cypress.io
8 1 (0.14%) fastlane
8 1 (0.14%) RStudio
8 1 (0.14%) Subversion
8 1 (0.14%) Xcode
8 1 (0.14%) Yeoman
General
1 271 (38.60%) Analytical Skills
2 262 (37.32%) Social Skills
3 218 (31.05%) Finance
4 103 (14.67%) Retail
5 86 (12.25%) Manufacturing
6 84 (11.97%) Inclusion and Diversity
7 75 (10.68%) Law
8 51 (7.26%) Public Sector
9 37 (5.27%) Marketing
10 34 (4.84%) Telecoms
11 33 (4.70%) Military
12 31 (4.42%) Banking
13 25 (3.56%) Back Office
14 21 (2.99%) Organisational Skills
15 18 (2.56%) Legal
16 16 (2.28%) Front Office
17 15 (2.14%) Influencing Skills
18 14 (1.99%) Documentation Skills
19 12 (1.71%) Presentation Skills
20 11 (1.57%) Pharmaceutical
Job Titles
1 159 (22.65%) Analyst
2 102 (14.53%) Senior
3 96 (13.68%) Developer
4 92 (13.11%) Data Analyst
5 56 (7.98%) Trainee
6 52 (7.41%) Data Engineer
7 51 (7.26%) Artificial Intelligence Programmer
7 51 (7.26%) Data Scientist
7 51 (7.26%) Programmer
7 51 (7.26%) Trainee Programmer
8 41 (5.84%) Lead
9 39 (5.56%) Consultant
10 36 (5.13%) Data Manager
11 29 (4.13%) Business Intelligence Analyst
11 29 (4.13%) Power BI Analyst
12 26 (3.70%) Business Intelligence Developer
13 23 (3.28%) React Developer
14 21 (2.99%) Architect
14 21 (2.99%) Junior
15 20 (2.85%) Software Engineer
Libraries, Frameworks & Software Standards
1 69 (9.83%) Pandas
1 69 (9.83%) scikit-learn
2 65 (9.26%) Matplotlib
3 61 (8.69%) NumPy
4 60 (8.55%) Streamlit
5 54 (7.69%) Hugging Face
6 40 (5.70%) React
7 29 (4.13%) Kafka
8 27 (3.85%) .NET
9 26 (3.70%) PySpark
10 25 (3.56%) 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%) Ajax
15 12 (1.71%) HTML5 Canvas
15 12 (1.71%) jQuery
15 12 (1.71%) Sass
Miscellaneous
1 92 (13.11%) Algorithms
2 37 (5.27%) Management Information System
3 30 (4.27%) Product Ownership
4 26 (3.70%) Analytical Mindset
5 21 (2.99%) Data Structures
6 20 (2.85%) Cloud Native
7 18 (2.56%) Self-Motivation
8 14 (1.99%) Onboarding
9 13 (1.85%) Fixed Income
9 13 (1.85%) Social Media
10 12 (1.71%) IoT
11 11 (1.57%) Blog
12 10 (1.42%) Legacy Systems
12 10 (1.42%) NHS
12 10 (1.42%) SCADA
13 8 (1.14%) Augmented Reality
13 8 (1.14%) Clustering
13 8 (1.14%) Foreign Exchange (FX)
13 8 (1.14%) Virtual Reality
14 6 (0.85%) Anti-Piracy
Operating Systems
1 9 (1.28%) Linux
2 6 (0.85%) Unix
3 5 (0.71%) Apple iOS
4 4 (0.57%) Android
5 2 (0.28%) Windows
5 2 (0.28%) Windows Server
Processes & Methodologies
1 377 (53.70%) Data Visualisation
2 334 (47.58%) Business Intelligence
3 322 (45.87%) Analytics
4 220 (31.34%) AI
5 201 (28.63%) Decision-Making
6 187 (26.64%) Machine Learning
7 185 (26.35%) Problem-Solving
8 165 (23.50%) Data Analysis
9 151 (21.51%) Data Modelling
10 130 (18.52%) Data Science
11 127 (18.09%) Data Governance
12 114 (16.24%) Agile
13 100 (14.25%) Actionable Insight
14 91 (12.96%) ETL
15 90 (12.82%) Continuous Improvement
16 84 (11.97%) Data Analytics
16 84 (11.97%) Workflow
17 80 (11.40%) Data Engineering
18 79 (11.25%) Data Management
19 75 (10.68%) Data Pipeline
Programming Languages
1 324 (46.15%) Python
2 299 (42.59%) SQL
3 70 (9.97%) JavaScript
4 45 (6.41%) R
5 43 (6.13%) C#
6 42 (5.98%) Data Analysis Expressions
7 37 (5.27%) TypeScript
8 31 (4.42%) VBA
9 29 (4.13%) Java
10 21 (2.99%) C++
11 13 (1.85%) Scala
11 13 (1.85%) T-SQL
12 9 (1.28%) Bash
12 9 (1.28%) C
12 9 (1.28%) MATLAB
13 6 (0.85%) Julia
13 6 (0.85%) Rust
14 5 (0.71%) VB
14 5 (0.71%) VBScript
15 4 (0.57%) PowerShell
Qualifications
1 130 (18.52%) Degree
2 63 (8.97%) Security Cleared
3 59 (8.40%) AWS Certification
4 54 (7.69%) AWS Certified Cloud Practitioner
5 40 (5.70%) SC Cleared
6 23 (3.28%) Master's Degree
7 19 (2.71%) DBS Check
8 17 (2.42%) Computer Science Degree
8 17 (2.42%) DV Cleared
9 16 (2.28%) Microsoft Certification
10 12 (1.71%) Azure Certification
11 10 (1.42%) BPSS Clearance
12 9 (1.28%) Postgraduate
13 8 (1.14%) MBA
14 7 (1.00%) APMP
15 6 (0.85%) 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
1 138 (19.66%) Data Quality
2 46 (6.55%) GDPR
3 34 (4.84%) QA
4 21 (2.99%) Accessibility
5 14 (1.99%) California Consumer Privacy Act
6 9 (1.28%) ISO/IEC 15288
7 6 (0.85%) Actionable Recommendations
8 5 (0.71%) ISO/IEC 27001
8 5 (0.71%) NIST
9 4 (0.57%) NIST 800
10 2 (0.28%) Good Clinical Practice
10 2 (0.28%) ISO 19650
10 2 (0.28%) PMO
11 1 (0.14%) IEC 61131
11 1 (0.14%) PERC
11 1 (0.14%) SLA
11 1 (0.14%) SOC 2
System Software
1 21 (2.99%) Docker
2 5 (0.71%) Active Directory
2 5 (0.71%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 22 (3.13%) Terraform
2 18 (2.56%) Kubernetes
3 6 (0.85%) Grafana
3 6 (0.85%) Prometheus
4 5 (0.71%) SCCM
5 3 (0.43%) Kubeflow
5 3 (0.43%) MOM
6 2 (0.28%) Ansible
6 2 (0.28%) Microsoft Clustering
7 1 (0.14%) SysTrack
Vendors
1 171 (24.36%) Microsoft
2 42 (5.98%) Google
3 39 (5.56%) Databricks
4 31 (4.42%) SAP
5 20 (2.85%) Oracle
6 19 (2.71%) IBM
7 10 (1.42%) Cognos
8 9 (1.28%) Adobe
9 8 (1.14%) Alteryx
9 8 (1.14%) Informatica
9 8 (1.14%) MicroStrategy
9 8 (1.14%) Salesforce
10 5 (0.71%) Snow
10 5 (0.71%) VMware
11 4 (0.57%) JD Edwards
11 4 (0.57%) Mapbox
11 4 (0.57%) OpenAI
11 4 (0.57%) Talend
12 3 (0.43%) Cognizant
12 3 (0.43%) Siemens