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

6 months to
23 Jul 2026
Same period 2025 Same period 2024
Rank 286 125 95
Rank change year-on-year -161 -30 +43
Permanent jobs citing Visualisation 699 1,214 2,404
As % of all permanent jobs in the UK 0.70% 2.47% 2.60%
As % of the Processes & Methodologies category 0.95% 2.75% 3.17%
Number of salaries quoted 499 597 1,088
10th Percentile £30,600 £38,750 £37,675
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 £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% - +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 73,858 44,154 75,761
As % of all permanent jobs advertised in the UK 73.61% 89.93% 81.83%
Number of salaries quoted 51,064 24,939 51,848
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,599 £40,000
Median annual salary (50th Percentile) £60,000 £55,043 £55,000
Median % change year-on-year +9.01% +0.08% -8.71%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £97,528 £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 23 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 23 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 -129 658 £47,500 -17.39% 401
UK excluding London -122 416 £40,000 -23.81% 288
London -108 236 £70,000 +5.66% 173
Work from Home -130 205 £55,000 -4.35% 131
North of England -15 160 £37,500 -28.23% 74
North West +11 111 £40,000 -17.53% 39
Midlands -55 88 £40,500 -10.00% 51
South East -78 80 £48,750 -2.50% 79
South West -107 54 £45,000 -5.26% 49
West Midlands -48 46 £37,500 -30.15% 32
East Midlands -42 42 £47,500 +10.47% 19
Yorkshire -25 41 £37,500 -38.26% 21
East of England -30 19 £54,000 -32.50% 20
North East -56 8 £37,500 -16.67% 16
Scotland -70 7 £37,500 -46.43% 8
Wales -49 5 £66,000 - 6
Northern Ireland -68 3 - - 7

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
1 107 (15.31%) Microsoft Excel
2 56 (8.01%) Chatbot
3 19 (2.72%) Microsoft Office
4 17 (2.43%) 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 59 (8.44%) Cloud Computing
5 53 (7.58%) GCP
6 40 (5.72%) dbt
7 32 (4.58%) Azure Data Factory
7 32 (4.58%) Microsoft 365
7 32 (4.58%) SaaS
8 30 (4.29%) Snowflake
9 27 (3.86%) Azure DevOps
9 27 (3.86%) PowerApps
10 24 (3.43%) Power Automate
11 20 (2.86%) Microsoft Purview
12 17 (2.43%) Dynamics 365
13 15 (2.15%) Google Analytics
14 12 (1.72%) Azure Machine Learning
14 12 (1.72%) GitHub
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
2 160 (22.89%) Tableau
3 66 (9.44%) Data Warehouse
4 39 (5.58%) SQL Server
5 38 (5.44%) Looker
6 29 (4.15%) Power Query
7 25 (3.58%) SQL Server Integration Services
8 24 (3.43%) Data Lake
9 21 (3.00%) SQL Server Reporting Services
10 20 (2.86%) BigQuery
10 20 (2.86%) Metadata
11 19 (2.72%) Big Data
12 18 (2.58%) Relational Database
13 16 (2.29%) GIS
14 11 (1.57%) NoSQL
14 11 (1.57%) PostgreSQL
14 11 (1.57%) QlikView
15 9 (1.29%) Amazon Redshift
15 9 (1.29%) Azure SQL Database
16 8 (1.14%) Delta Lake
Development Applications
1 54 (7.73%) Visual Studio Code
2 30 (4.29%) 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
1 284 (40.63%) Analytical Skills
2 281 (40.20%) 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 45 (6.44%) Marketing
10 43 (6.15%) Military
11 39 (5.58%) Telecoms
12 31 (4.43%) Banking
13 30 (4.29%) Back Office
14 23 (3.29%) Organisational Skills
15 17 (2.43%) Influencing Skills
16 15 (2.15%) Legal
17 14 (2.00%) Financial Institution
17 14 (2.00%) Presentation Skills
18 12 (1.72%) Documentation Skills
18 12 (1.72%) Front Office
Job Titles
1 156 (22.32%) Analyst
2 114 (16.31%) Senior
3 91 (13.02%) 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 42 (6.01%) Lead
9 38 (5.44%) Consultant
10 35 (5.01%) Data Manager
11 27 (3.86%) Software Engineer
12 22 (3.15%) Power BI Analyst
12 22 (3.15%) Senior Analyst
13 21 (3.00%) Analytics Manager
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 37 (5.29%) React
7 27 (3.86%) .NET
8 26 (3.72%) PySpark
9 25 (3.58%) Kafka
10 18 (2.58%) CSS
11 17 (2.43%) HTML
12 14 (2.00%) PyTorch
13 13 (1.86%) REST
13 13 (1.86%) WebSockets
14 12 (1.72%) CSS3
14 12 (1.72%) HTML5
14 12 (1.72%) jQuery
15 11 (1.57%) LESS
15 11 (1.57%) Sass
Miscellaneous
1 87 (12.45%) 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 19 (2.72%) Cloud Native
7 15 (2.15%) Social Media
8 13 (1.86%) Blog
9 12 (1.72%) Self-Motivation
10 11 (1.57%) Greenfield Project
10 11 (1.57%) IoT
10 11 (1.57%) Onboarding
11 10 (1.43%) NHS
12 9 (1.29%) Legacy Systems
13 8 (1.14%) Fixed Income
13 8 (1.14%) Foreign Exchange (FX)
14 7 (1.00%) Augmented Reality
14 7 (1.00%) Clustering
14 7 (1.00%) Data Protection Act
14 7 (1.00%) SCADA
Operating Systems
1 11 (1.57%) Linux
2 6 (0.86%) Unix
3 3 (0.43%) Apple iOS
3 3 (0.43%) Windows
4 2 (0.29%) Android
4 2 (0.29%) Windows Server
Processes & Methodologies
1 369 (52.79%) Data Visualisation
2 338 (48.35%) Business Intelligence
3 310 (44.35%) Analytics
4 227 (32.47%) AI
5 220 (31.47%) Decision-Making
6 194 (27.75%) Problem-Solving
7 180 (25.75%) Machine Learning
8 155 (22.17%) Data Analysis
9 154 (22.03%) Data Modelling
10 135 (19.31%) Data Science
11 131 (18.74%) Data Governance
12 122 (17.45%) Agile
13 114 (16.31%) Actionable Insight
14 102 (14.59%) Continuous Improvement
15 87 (12.45%) Data Engineering
16 84 (12.02%) Data Pipeline
17 83 (11.87%) Workflow
18 82 (11.73%) Dashboard Development
18 82 (11.73%) Data-Driven Decision Making
19 81 (11.59%) Data Analytics
Programming Languages
1 314 (44.92%) Python
2 307 (43.92%) SQL
3 61 (8.73%) 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 66 (9.44%) Security Cleared
3 57 (8.15%) AWS Certification
4 54 (7.73%) AWS Certified Cloud Practitioner
5 40 (5.72%) SC Cleared
6 19 (2.72%) DBS Check
6 19 (2.72%) Master's Degree
7 18 (2.58%) Computer Science Degree
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 7 (1.00%) 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
1 138 (19.74%) Data Quality
2 49 (7.01%) GDPR
3 38 (5.44%) QA
4 22 (3.15%) 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%) 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 45 (6.44%) Databricks
4 27 (3.86%) SAP
5 18 (2.58%) Oracle
6 14 (2.00%) IBM
7 9 (1.29%) Salesforce
8 8 (1.14%) Adobe
8 8 (1.14%) Alteryx
8 8 (1.14%) Cognos
8 8 (1.14%) MicroStrategy
9 7 (1.00%) Informatica
9 7 (1.00%) SYSPRO
10 5 (0.72%) Hotjar
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%) Mapbox