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

6 months to
17 Jul 2026
Same period 2025 Same period 2024
Rank 284 123 97
Rank change year-on-year -161 -26 +41
Permanent jobs citing Visualisation 691 1,214 2,550
As % of all permanent jobs in the UK 0.70% 2.47% 2.60%
As % of the Processes & Methodologies category 0.95% 2.74% 3.16%
Number of salaries quoted 494 599 1,190
10th Percentile £30,225 £38,500 £37,500
25th Percentile £34,500 £42,500 £42,725
Median annual salary (50th Percentile) £48,373 £57,500 £57,500
Median % change year-on-year -15.87% - -4.17%
75th Percentile £70,000 £76,545 £75,000
90th Percentile £93,750 £100,000 £87,500
UK excluding London median annual salary £40,000 £52,500 £52,500
% change year-on-year -23.81% - -

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 72,896 44,261 80,626
As % of all permanent jobs advertised in the UK 73.68% 90.09% 82.12%
Number of salaries quoted 50,426 24,863 55,989
10th Percentile £30,250 £28,750 £30,000
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,000 £55,000
Median % change year-on-year +5.26% +3.64% -8.84%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £98,750 £92,500
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 17 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 17 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 -124 649 £47,500 -17.39% 372
UK excluding London -129 417 £40,000 -23.81% 293
London -123 228 £75,000 +9.09% 134
Work from Home -133 202 £55,000 -1.96% 101
North of England -6 164 £37,500 -27.88% 84
North West +9 116 £40,000 -17.10% 43
Midlands -53 87 £40,000 -20.00% 56
South East -78 80 £48,750 -2.50% 79
South West -102 52 £45,000 -5.26% 36
West Midlands -40 47 £38,750 -29.55% 31
Yorkshire -30 41 £37,500 -38.26% 24
East Midlands -27 40 £47,500 +7.95% 25
East of England -35 19 £54,000 -32.50% 27
North East -61 7 £37,500 -16.67% 19
Scotland -83 7 £37,500 -46.43% 11
Wales -49 5 £66,000 - 4
Northern Ireland -57 3 - - 3

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 (7.81%) Jupyter
2 24 (3.47%) Apache Spark
2 24 (3.47%) SharePoint
3 20 (2.89%) Apache Airflow
4 10 (1.45%) SAS
5 6 (0.87%) Apache
6 3 (0.43%) ArcGIS
7 2 (0.29%) IIS
8 1 (0.14%) CMS
8 1 (0.14%) Confluence
8 1 (0.14%) GeoServer
8 1 (0.14%) WordPress
Applications
1 105 (15.20%) Microsoft Excel
2 56 (8.10%) Chatbot
3 20 (2.89%) Microsoft Office
4 18 (2.60%) Microsoft PowerPoint
5 9 (1.30%) CATIA
6 6 (0.87%) Blender
6 6 (0.87%) Maya
6 6 (0.87%) Spreadsheet
7 3 (0.43%) 3ds Max
7 3 (0.43%) CINEMA 4D
7 3 (0.43%) MS Visio
8 2 (0.29%) Lightworks
8 2 (0.29%) Windchill
9 1 (0.14%) Microsoft Project
9 1 (0.14%) Photoshop
Business Applications
1 19 (2.75%) SAP PM
2 5 (0.72%) Dynamics CRM
3 2 (0.29%) IBM Planning Analytics
3 2 (0.29%) SAP CO
4 1 (0.14%) Dynamics GP
4 1 (0.14%) Maximo
4 1 (0.14%) NetSuite
Cloud Services
1 334 (48.34%) Power Platform
2 145 (20.98%) Azure
3 139 (20.12%) AWS
4 62 (8.97%) Cloud Computing
5 52 (7.53%) GCP
6 35 (5.07%) dbt
7 32 (4.63%) Microsoft 365
8 31 (4.49%) Azure Data Factory
9 29 (4.20%) SaaS
10 27 (3.91%) PowerApps
10 27 (3.91%) Snowflake
11 26 (3.76%) Azure DevOps
12 24 (3.47%) Power Automate
13 20 (2.89%) Microsoft Purview
14 17 (2.46%) Dynamics 365
15 12 (1.74%) Google Analytics
16 11 (1.59%) Dataform
16 11 (1.59%) GitHub
17 10 (1.45%) Azure Machine Learning
18 8 (1.16%) Azure Synapse Analytics
Communications & Networking
1 14 (2.03%) Broadband
2 6 (0.87%) 5G
3 5 (0.72%) Internet
4 4 (0.58%) Modbus
4 4 (0.58%) MQTT
5 3 (0.43%) Wireless
6 2 (0.29%) HTTP
6 2 (0.29%) LoRaWAN
6 2 (0.29%) Network Security
6 2 (0.29%) TCP/IP
7 1 (0.14%) AMQP
7 1 (0.14%) Intranet
7 1 (0.14%) Profibus
7 1 (0.14%) VoIP
Database & Business Intelligence
1 334 (48.34%) Power BI
2 155 (22.43%) Tableau
3 61 (8.83%) Data Warehouse
4 37 (5.35%) SQL Server
5 33 (4.78%) Looker
6 28 (4.05%) Power Query
7 25 (3.62%) SQL Server Integration Services
8 21 (3.04%) BigQuery
9 20 (2.89%) Data Lake
9 20 (2.89%) SQL Server Reporting Services
10 18 (2.60%) Metadata
11 17 (2.46%) Relational Database
12 16 (2.32%) Big Data
13 15 (2.17%) GIS
14 12 (1.74%) NoSQL
15 11 (1.59%) QlikView
16 10 (1.45%) Amazon Redshift
17 9 (1.30%) PostgreSQL
18 8 (1.16%) Azure SQL Database
18 8 (1.16%) Data Mining
Development Applications
1 54 (7.81%) Visual Studio Code
2 32 (4.63%) Git
3 9 (1.30%) Rational DOORS
4 6 (0.87%) Jenkins
4 6 (0.87%) JIRA
5 4 (0.58%) Visual Studio
5 4 (0.58%) Vite
6 3 (0.43%) MLflow
6 3 (0.43%) Selenium
7 2 (0.29%) ESLint
7 2 (0.29%) GitLab
7 2 (0.29%) 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%) Xcode
8 1 (0.14%) Yeoman
General
1 276 (39.94%) Social Skills
2 275 (39.80%) Analytical Skills
3 225 (32.56%) Finance
4 106 (15.34%) Retail
5 86 (12.45%) Manufacturing
6 82 (11.87%) Law
7 79 (11.43%) Inclusion and Diversity
8 48 (6.95%) Public Sector
9 42 (6.08%) Military
10 40 (5.79%) Marketing
11 39 (5.64%) Telecoms
12 30 (4.34%) Back Office
12 30 (4.34%) Banking
13 22 (3.18%) Organisational Skills
14 16 (2.32%) Influencing Skills
14 16 (2.32%) Legal
15 13 (1.88%) Financial Institution
15 13 (1.88%) Front Office
15 13 (1.88%) Presentation Skills
16 12 (1.74%) Documentation Skills
Job Titles
1 153 (22.14%) Analyst
2 106 (15.34%) Senior
3 89 (12.88%) Data Analyst
4 87 (12.59%) Developer
5 56 (8.10%) Trainee
6 52 (7.53%) Data Engineer
7 51 (7.38%) Artificial Intelligence Programmer
7 51 (7.38%) Data Scientist
7 51 (7.38%) Programmer
7 51 (7.38%) Trainee Programmer
8 40 (5.79%) Lead
9 39 (5.64%) Consultant
10 34 (4.92%) Data Manager
11 24 (3.47%) Software Engineer
12 21 (3.04%) Data Consultant
12 21 (3.04%) Performance Analyst
12 21 (3.04%) Power BI Analyst
13 20 (2.89%) Business Intelligence Analyst
14 19 (2.75%) Business Intelligence Developer
14 19 (2.75%) Junior
Libraries, Frameworks & Software Standards
1 68 (9.84%) Pandas
1 68 (9.84%) scikit-learn
2 63 (9.12%) Matplotlib
3 60 (8.68%) NumPy
3 60 (8.68%) Streamlit
4 54 (7.81%) Hugging Face
5 39 (5.64%) React
6 29 (4.20%) .NET
7 25 (3.62%) PySpark
8 24 (3.47%) Kafka
9 22 (3.18%) CSS
10 21 (3.04%) HTML
11 15 (2.17%) WebSockets
12 14 (2.03%) PyTorch
13 13 (1.88%) CSS3
13 13 (1.88%) HTML5
13 13 (1.88%) jQuery
14 12 (1.74%) Ajax
14 12 (1.74%) LESS
14 12 (1.74%) Sass
Miscellaneous
1 87 (12.59%) Algorithms
2 39 (5.64%) Management Information System
3 29 (4.20%) Product Ownership
4 27 (3.91%) Analytical Mindset
5 23 (3.33%) Data Structures
6 19 (2.75%) Cloud Native
7 15 (2.17%) Social Media
8 13 (1.88%) Blog
8 13 (1.88%) Onboarding
8 13 (1.88%) Self-Motivation
9 11 (1.59%) IoT
10 10 (1.45%) Fixed Income
10 10 (1.45%) Legacy Systems
10 10 (1.45%) NHS
11 9 (1.30%) Foreign Exchange (FX)
12 7 (1.01%) AI Agents
12 7 (1.01%) Data Protection Act
12 7 (1.01%) Greenfield Project
12 7 (1.01%) SCADA
12 7 (1.01%) Virtual Reality
Operating Systems
1 12 (1.74%) Linux
2 7 (1.01%) Unix
3 5 (0.72%) Apple iOS
4 4 (0.58%) Android
5 3 (0.43%) Windows
6 2 (0.29%) Windows Server
Processes & Methodologies
1 363 (52.53%) Data Visualisation
2 331 (47.90%) Business Intelligence
3 302 (43.70%) Analytics
4 224 (32.42%) AI
5 213 (30.82%) Decision-Making
6 196 (28.36%) Problem-Solving
7 182 (26.34%) Machine Learning
8 159 (23.01%) Data Analysis
9 149 (21.56%) Data Modelling
10 127 (18.38%) Data Science
11 125 (18.09%) Data Governance
12 113 (16.35%) Agile
13 107 (15.48%) Actionable Insight
14 91 (13.17%) Continuous Improvement
15 82 (11.87%) Workflow
16 81 (11.72%) Data Pipeline
17 80 (11.58%) Data Analytics
18 79 (11.43%) Data-Driven Decision Making
18 79 (11.43%) ETL
19 77 (11.14%) Dashboard Development
Programming Languages
1 308 (44.57%) Python
2 297 (42.98%) SQL
3 67 (9.70%) JavaScript
4 51 (7.38%) C#
5 43 (6.22%) Data Analysis Expressions
6 38 (5.50%) TypeScript
7 37 (5.35%) R
8 26 (3.76%) Java
9 22 (3.18%) C++
10 19 (2.75%) VBA
11 13 (1.88%) Scala
11 13 (1.88%) T-SQL
12 9 (1.30%) MATLAB
13 8 (1.16%) C
14 6 (0.87%) Bash
14 6 (0.87%) Julia
14 6 (0.87%) Rust
15 5 (0.72%) VB
15 5 (0.72%) VBScript
16 4 (0.58%) PowerShell
Qualifications
1 134 (19.39%) Degree
2 64 (9.26%) Security Cleared
3 57 (8.25%) AWS Certification
4 54 (7.81%) AWS Certified Cloud Practitioner
5 38 (5.50%) SC Cleared
6 21 (3.04%) DBS Check
6 21 (3.04%) Master's Degree
7 18 (2.60%) Computer Science Degree
8 17 (2.46%) DV Cleared
9 15 (2.17%) BPSS Clearance
9 15 (2.17%) Microsoft Certification
10 11 (1.59%) Azure Certification
11 9 (1.30%) Postgraduate
12 7 (1.01%) Numerate Degree
13 5 (0.72%) ACCA
13 5 (0.72%) APMP
13 5 (0.72%) CIMA
13 5 (0.72%) MBA
13 5 (0.72%) PhD
14 2 (0.29%) HND
Quality Assurance & Compliance
1 130 (18.81%) Data Quality
2 48 (6.95%) GDPR
3 36 (5.21%) QA
4 21 (3.04%) Accessibility
5 14 (2.03%) California Consumer Privacy Act
6 9 (1.30%) ISO/IEC 15288
7 5 (0.72%) Actionable Recommendations
7 5 (0.72%) ISO/IEC 27001
7 5 (0.72%) NIST
8 4 (0.58%) NIST 800
9 3 (0.43%) PMO
10 2 (0.29%) ISO 19650
11 1 (0.14%) GRC
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 22 (3.18%) Docker
2 5 (0.72%) Active Directory
2 5 (0.72%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 23 (3.33%) Terraform
2 19 (2.75%) Kubernetes
3 6 (0.87%) Grafana
3 6 (0.87%) Prometheus
4 5 (0.72%) SCCM
5 3 (0.43%) Kubeflow
5 3 (0.43%) MOM
6 2 (0.29%) Ansible
6 2 (0.29%) Microsoft Clustering
7 1 (0.14%) SysTrack
Vendors
1 170 (24.60%) Microsoft
2 44 (6.37%) Google
3 41 (5.93%) Databricks
4 29 (4.20%) SAP
5 19 (2.75%) Oracle
6 16 (2.32%) IBM
7 10 (1.45%) Cognos
8 9 (1.30%) Adobe
8 9 (1.30%) Salesforce
9 8 (1.16%) Alteryx
9 8 (1.16%) MicroStrategy
10 7 (1.01%) Informatica
10 7 (1.01%) SYSPRO
11 5 (0.72%) Hotjar
11 5 (0.72%) Snow
11 5 (0.72%) VMware
12 4 (0.58%) JD Edwards
12 4 (0.58%) Talend
13 3 (0.43%) Cognizant
13 3 (0.43%) Mapbox