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

6 months to
24 Jul 2026
Same period 2025 Same period 2024
Rank 275 126 95
Rank change year-on-year -149 -31 +48
Permanent jobs citing Visualisation 699 1,210 2,359
As % of all permanent jobs in the UK 0.70% 2.47% 2.59%
As % of the Processes & Methodologies category 0.94% 2.74% 3.16%
Number of salaries quoted 499 597 1,052
10th Percentile £30,600 £38,750 £37,825
25th Percentile £34,500 £42,500 £42,725
Median annual salary (50th Percentile) £48,373 £57,500 £60,000
Median % change year-on-year -15.87% -4.17% -
75th Percentile £70,000 £76,250 £76,250
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% - +2.31%

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 74,007 44,123 74,573
As % of all permanent jobs advertised in the UK 73.62% 89.89% 81.72%
Number of salaries quoted 51,106 24,962 50,806
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% - -8.71%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £97,500 £93,750
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 24 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 24 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 -120 657 £47,500 -17.39% 425
UK excluding London -120 413 £40,000 -23.81% 299
London -114 238 £70,000 +7.69% 180
Work from Home -137 206 £55,000 -4.35% 143
North of England -20 158 £37,500 -27.88% 78
North West +2 109 £40,000 -17.53% 45
Midlands -57 88 £40,500 -10.00% 55
South East -77 79 £48,750 -2.50% 86
South West -105 54 £45,000 -5.26% 44
West Midlands -50 46 £37,500 -30.15% 34
East Midlands -41 42 £47,500 +10.47% 21
Yorkshire -25 41 £37,500 -38.26% 20
East of England -36 19 £54,000 -32.50% 23
North East -50 8 £37,500 -16.67% 15
Scotland -77 7 £37,500 -46.43% 10
Wales -53 5 £66,000 - 6
Northern Ireland -65 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 (7.73%) Jupyter
2 27 (3.86%) Apache Spark
3 23 (3.29%) SharePoint
4 19 (2.72%) Apache Airflow
5 10 (1.43%) SAS
6 5 (0.72%) Apache
7 4 (0.57%) ArcGIS
8 2 (0.29%) IIS
9 1 (0.14%) CMS
9 1 (0.14%) Confluence
9 1 (0.14%) GeoServer
9 1 (0.14%) WordPress
Applications
1 105 (15.02%) Microsoft Excel
2 56 (8.01%) Chatbot
3 19 (2.72%) Microsoft Office
4 15 (2.15%) Microsoft PowerPoint
5 9 (1.29%) 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%) Lightworks
8 2 (0.29%) Microsoft Project
8 2 (0.29%) Windchill
9 1 (0.14%) Photoshop
Business Applications
1 19 (2.72%) SAP PM
2 5 (0.72%) 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
Cloud Services
1 342 (48.93%) Power Platform
2 147 (21.03%) Azure
3 145 (20.74%) AWS
4 58 (8.30%) Cloud Computing
5 54 (7.73%) GCP
6 43 (6.15%) dbt
7 32 (4.58%) Azure Data Factory
7 32 (4.58%) Microsoft 365
7 32 (4.58%) SaaS
8 31 (4.43%) Snowflake
9 27 (3.86%) Azure DevOps
9 27 (3.86%) PowerApps
10 24 (3.43%) Power Automate
11 21 (3.00%) Microsoft Purview
12 17 (2.43%) Dynamics 365
13 15 (2.15%) Google Analytics
14 12 (1.72%) GitHub
15 11 (1.57%) Azure Machine Learning
15 11 (1.57%) Dataform
16 9 (1.29%) Azure Synapse Analytics
Communications & Networking
1 14 (2.00%) Broadband
2 6 (0.86%) 5G
2 6 (0.86%) Internet
3 4 (0.57%) Modbus
3 4 (0.57%) MQTT
4 3 (0.43%) Wireless
5 2 (0.29%) HTTP
5 2 (0.29%) LoRaWAN
5 2 (0.29%) Network Security
5 2 (0.29%) TCP/IP
6 1 (0.14%) AMQP
6 1 (0.14%) Intranet
6 1 (0.14%) Profibus
6 1 (0.14%) VoIP
Database & Business Intelligence
1 342 (48.93%) Power BI
2 161 (23.03%) Tableau
3 67 (9.59%) Data Warehouse
4 39 (5.58%) Looker
4 39 (5.58%) SQL Server
5 29 (4.15%) Power Query
6 25 (3.58%) Data Lake
6 25 (3.58%) SQL Server Integration Services
7 21 (3.00%) Metadata
7 21 (3.00%) SQL Server Reporting Services
8 20 (2.86%) BigQuery
9 19 (2.72%) Big Data
10 18 (2.58%) Relational Database
11 16 (2.29%) GIS
12 11 (1.57%) NoSQL
12 11 (1.57%) PostgreSQL
12 11 (1.57%) QlikView
13 9 (1.29%) Amazon Redshift
13 9 (1.29%) Azure SQL Database
14 8 (1.14%) Delta Lake
Development Applications
1 54 (7.73%) Visual Studio Code
2 31 (4.43%) Git
3 9 (1.29%) Rational DOORS
4 8 (1.14%) JIRA
5 6 (0.86%) Jenkins
6 4 (0.57%) Visual Studio
6 4 (0.57%) Vite
7 3 (0.43%) GitLab
7 3 (0.43%) MLflow
7 3 (0.43%) Selenium
8 2 (0.29%) ESLint
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%) Xcode
9 1 (0.14%) Yeoman
General
1 281 (40.20%) Analytical Skills
2 280 (40.06%) Social Skills
3 230 (32.90%) Finance
4 105 (15.02%) Retail
5 86 (12.30%) Manufacturing
6 82 (11.73%) Law
7 79 (11.30%) Inclusion and Diversity
8 47 (6.72%) Public Sector
9 44 (6.29%) Marketing
10 43 (6.15%) Military
11 39 (5.58%) Telecoms
12 30 (4.29%) Back Office
12 30 (4.29%) Banking
13 24 (3.43%) Organisational Skills
14 15 (2.15%) Legal
15 14 (2.00%) Presentation Skills
16 13 (1.86%) Influencing Skills
17 12 (1.72%) Documentation Skills
17 12 (1.72%) Financial Institution
17 12 (1.72%) Front Office
Job Titles
1 160 (22.89%) Analyst
2 115 (16.45%) Senior
3 95 (13.59%) Data Analyst
4 82 (11.73%) Developer
5 58 (8.30%) Data Engineer
6 56 (8.01%) Trainee
7 51 (7.30%) Artificial Intelligence Programmer
7 51 (7.30%) Data Scientist
7 51 (7.30%) Programmer
7 51 (7.30%) Trainee Programmer
8 43 (6.15%) Lead
9 38 (5.44%) Consultant
10 35 (5.01%) Data Manager
11 27 (3.86%) Software Engineer
12 22 (3.15%) Analytics Manager
12 22 (3.15%) Power BI Analyst
12 22 (3.15%) Senior Analyst
13 21 (3.00%) Business Intelligence Analyst
13 21 (3.00%) Performance Analyst
14 20 (2.86%) Data Consultant
Libraries, Frameworks & Software Standards
1 69 (9.87%) Pandas
2 68 (9.73%) scikit-learn
3 63 (9.01%) Matplotlib
4 60 (8.58%) NumPy
4 60 (8.58%) Streamlit
5 54 (7.73%) Hugging Face
6 36 (5.15%) React
7 26 (3.72%) .NET
7 26 (3.72%) PySpark
8 25 (3.58%) Kafka
9 17 (2.43%) CSS
10 16 (2.29%) HTML
11 14 (2.00%) PyTorch
12 12 (1.72%) CSS3
12 12 (1.72%) HTML5
12 12 (1.72%) jQuery
12 12 (1.72%) REST
12 12 (1.72%) WebSockets
13 11 (1.57%) Ajax
13 11 (1.57%) Sass
Miscellaneous
1 85 (12.16%) Algorithms
2 39 (5.58%) Management Information System
3 28 (4.01%) Product Ownership
4 27 (3.86%) Analytical Mindset
5 23 (3.29%) Data Structures
6 18 (2.58%) Cloud Native
7 15 (2.15%) Social Media
8 13 (1.86%) Blog
9 11 (1.57%) Greenfield Project
9 11 (1.57%) IoT
9 11 (1.57%) Self-Motivation
10 10 (1.43%) NHS
10 10 (1.43%) Onboarding
11 9 (1.29%) Legacy Systems
12 8 (1.14%) Fixed Income
12 8 (1.14%) Foreign Exchange (FX)
13 7 (1.00%) Augmented Reality
13 7 (1.00%) Clustering
13 7 (1.00%) Data Protection Act
13 7 (1.00%) SCADA
Operating Systems
1 11 (1.57%) Linux
2 6 (0.86%) Unix
3 3 (0.43%) Windows
4 2 (0.29%) Apple iOS
4 2 (0.29%) Windows Server
5 1 (0.14%) Android
Processes & Methodologies
1 367 (52.50%) Data Visualisation
2 339 (48.50%) Business Intelligence
3 311 (44.49%) Analytics
4 231 (33.05%) AI
5 220 (31.47%) Decision-Making
6 191 (27.32%) Problem-Solving
7 180 (25.75%) Machine Learning
8 157 (22.46%) Data Modelling
9 154 (22.03%) Data Analysis
10 136 (19.46%) Data Science
11 133 (19.03%) Data Governance
12 121 (17.31%) Agile
13 117 (16.74%) Actionable Insight
14 100 (14.31%) Continuous Improvement
15 89 (12.73%) Data Engineering
16 84 (12.02%) Data Pipeline
17 82 (11.73%) Data-Driven Decision Making
17 82 (11.73%) Workflow
18 81 (11.59%) Dashboard Development
19 80 (11.44%) Data Analytics
Programming Languages
1 318 (45.49%) Python
2 310 (44.35%) SQL
3 59 (8.44%) JavaScript
4 50 (7.15%) C#
5 43 (6.15%) Data Analysis Expressions
6 39 (5.58%) R
7 37 (5.29%) TypeScript
8 26 (3.72%) Java
9 23 (3.29%) C++
10 16 (2.29%) VBA
11 14 (2.00%) Scala
12 13 (1.86%) T-SQL
13 9 (1.29%) MATLAB
14 8 (1.14%) C
15 6 (0.86%) Julia
15 6 (0.86%) Rust
16 4 (0.57%) Bash
16 4 (0.57%) Kusto Query Language
16 4 (0.57%) PowerShell
16 4 (0.57%) VBScript
Qualifications
1 134 (19.17%) Degree
2 67 (9.59%) Security Cleared
3 57 (8.15%) AWS Certification
4 54 (7.73%) AWS Certified Cloud Practitioner
5 41 (5.87%) SC Cleared
6 19 (2.72%) Master's Degree
7 18 (2.58%) Computer Science Degree
7 18 (2.58%) DBS Check
8 17 (2.43%) DV Cleared
9 16 (2.29%) BPSS Clearance
10 15 (2.15%) Microsoft Certification
11 11 (1.57%) Azure Certification
12 9 (1.29%) Postgraduate
13 8 (1.14%) Numerate Degree
14 5 (0.72%) APMP
14 5 (0.72%) MBA
15 4 (0.57%) ACCA
15 4 (0.57%) CIMA
15 4 (0.57%) PhD
16 2 (0.29%) PMP
Quality Assurance & Compliance
1 139 (19.89%) Data Quality
2 50 (7.15%) GDPR
3 38 (5.44%) QA
4 20 (2.86%) Accessibility
5 14 (2.00%) California Consumer Privacy Act
6 9 (1.29%) ISO/IEC 15288
7 6 (0.86%) Actionable Recommendations
8 5 (0.72%) ISO/IEC 27001
8 5 (0.72%) NIST
9 4 (0.57%) NIST 800
9 4 (0.57%) PMO
10 2 (0.29%) ISO 19650
10 2 (0.29%) 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 22 (3.15%) Docker
2 5 (0.72%) Active Directory
3 4 (0.57%) VMware Infrastructure
4 1 (0.14%) Apache Flume
Systems Management
1 23 (3.29%) Terraform
2 18 (2.58%) Kubernetes
3 6 (0.86%) Grafana
3 6 (0.86%) Prometheus
4 4 (0.57%) SCCM
5 3 (0.43%) Kubeflow
6 2 (0.29%) Microsoft Clustering
6 2 (0.29%) MOM
7 1 (0.14%) Ansible
7 1 (0.14%) SysTrack
Vendors
1 171 (24.46%) Microsoft
2 47 (6.72%) Google
3 46 (6.58%) Databricks
4 27 (3.86%) SAP
5 16 (2.29%) Oracle
6 14 (2.00%) IBM
7 9 (1.29%) Salesforce
8 8 (1.14%) Alteryx
8 8 (1.14%) Cognos
8 8 (1.14%) Informatica
8 8 (1.14%) MicroStrategy
9 7 (1.00%) SYSPRO
10 5 (0.72%) Hotjar
11 4 (0.57%) Adobe
11 4 (0.57%) JD Edwards
11 4 (0.57%) Snow
11 4 (0.57%) Talend
11 4 (0.57%) VMware
12 3 (0.43%) Cognizant
12 3 (0.43%) OpenAI