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

6 months to
2 Jul 2026
Same period 2025 Same period 2024
Rank 268 124 100
Rank change year-on-year -144 -24 +30
Permanent jobs citing Visualisation 700 1,219 2,695
As % of all permanent jobs in the UK 0.72% 2.60% 2.55%
As % of the Processes & Methodologies category 0.99% 2.85% 3.11%
Number of salaries quoted 508 592 1,330
10th Percentile £30,750 £35,800 £36,000
25th Percentile £35,000 £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 £77,005 £72,500
90th Percentile £93,750 £100,000 £85,000
UK excluding London median annual salary £41,750 £52,500 £50,000
% change year-on-year -20.48% +5.00% -4.76%

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 71,035 42,845 86,740
As % of all permanent jobs advertised in the UK 73.51% 91.34% 82.14%
Number of salaries quoted 49,086 23,535 61,317
10th Percentile £30,000 £28,822 £29,750
25th Percentile £41,250 £38,750 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.09%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £53,500 £50,000 £50,000
% change year-on-year +7.00% - -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 2 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 2 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 -123 656 £50,000 -13.04% 542
UK excluding London -117 422 £41,750 -20.48% 378
London -122 234 £75,000 +7.14% 241
Work from Home -122 213 £60,000 +9.09% 182
North of England -23 164 £37,500 -27.88% 95
North West +13 113 £40,000 -20.00% 58
South East -66 87 £50,000 -4.76% 109
Midlands -54 85 £40,000 -23.81% 68
West Midlands -39 50 £40,000 -27.27% 34
South West -117 49 £43,750 +2.94% 48
Yorkshire -37 44 £37,500 -34.78% 26
East Midlands -37 35 £47,500 +7.95% 34
East of England -37 19 £52,000 -36.97% 39
Scotland -76 10 £37,500 -34.78% 10
North East -55 7 £37,500 -16.67% 13
Wales -42 5 £66,000 - 4
Northern Ireland -47 3 - - 12

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 (7.71%) Jupyter
2 27 (3.86%) SharePoint
3 25 (3.57%) Apache Airflow
3 25 (3.57%) Apache Spark
4 11 (1.57%) Apache
4 11 (1.57%) SAS
5 2 (0.29%) ArcGIS
5 2 (0.29%) IIS
5 2 (0.29%) WordPress
6 1 (0.14%) CMS
6 1 (0.14%) Confluence
6 1 (0.14%) GeoServer
Applications
1 106 (15.14%) Microsoft Excel
2 56 (8.00%) Chatbot
3 21 (3.00%) Microsoft Office
4 18 (2.57%) Microsoft PowerPoint
5 9 (1.29%) CATIA
6 7 (1.00%) Spreadsheet
7 6 (0.86%) Blender
7 6 (0.86%) Maya
8 3 (0.43%) 3ds Max
8 3 (0.43%) CINEMA 4D
8 3 (0.43%) MS Visio
9 2 (0.29%) Lightworks
9 2 (0.29%) Windchill
10 1 (0.14%) Adobe Premiere
10 1 (0.14%) Fusion 360
10 1 (0.14%) Microsoft Project
10 1 (0.14%) Photoshop
10 1 (0.14%) Siemens NX
10 1 (0.14%) SOLIDWORKS
Business Applications
1 15 (2.14%) SAP PM
2 5 (0.71%) Dynamics CRM
2 5 (0.71%) SAP CO
3 4 (0.57%) IBM Planning Analytics
4 1 (0.14%) Dynamics GP
4 1 (0.14%) Maximo
4 1 (0.14%) NetSuite
Cloud Services
1 340 (48.57%) Power Platform
2 149 (21.29%) Azure
3 138 (19.71%) AWS
4 60 (8.57%) Cloud Computing
5 52 (7.43%) GCP
6 35 (5.00%) dbt
6 35 (5.00%) Microsoft 365
7 34 (4.86%) Azure Data Factory
8 32 (4.57%) PowerApps
9 29 (4.14%) SaaS
10 28 (4.00%) Snowflake
11 27 (3.86%) Power Automate
12 25 (3.57%) Azure DevOps
13 21 (3.00%) Microsoft Purview
14 17 (2.43%) Dynamics 365
15 12 (1.71%) Google Analytics
16 11 (1.57%) Azure Synapse Analytics
16 11 (1.57%) Dataform
16 11 (1.57%) GitHub
17 9 (1.29%) Azure Machine Learning
Communications & Networking
1 14 (2.00%) Broadband
2 6 (0.86%) 5G
3 5 (0.71%) Modbus
3 5 (0.71%) MQTT
4 2 (0.29%) HTTP
4 2 (0.29%) Internet
4 2 (0.29%) LoRaWAN
4 2 (0.29%) Network Security
4 2 (0.29%) TCP/IP
4 2 (0.29%) Wireless
5 1 (0.14%) AMQP
5 1 (0.14%) Intranet
5 1 (0.14%) Profibus
5 1 (0.14%) VoIP
Database & Business Intelligence
1 340 (48.57%) Power BI
2 151 (21.57%) Tableau
3 60 (8.57%) Data Warehouse
4 41 (5.86%) SQL Server
5 31 (4.43%) Looker
6 23 (3.29%) SQL Server Integration Services
7 22 (3.14%) BigQuery
7 22 (3.14%) Metadata
7 22 (3.14%) Power Query
8 20 (2.86%) Data Lake
9 18 (2.57%) Relational Database
10 15 (2.14%) Amazon Redshift
10 15 (2.14%) GIS
10 15 (2.14%) SQL Server Reporting Services
11 14 (2.00%) Big Data
12 13 (1.86%) NoSQL
13 9 (1.29%) Azure SQL Database
13 9 (1.29%) PostgreSQL
13 9 (1.29%) QlikView
14 8 (1.14%) Data Mining
Development Applications
1 54 (7.71%) Visual Studio Code
2 39 (5.57%) Git
3 9 (1.29%) Rational DOORS
4 6 (0.86%) Jenkins
4 6 (0.86%) JIRA
5 4 (0.57%) Visual Studio
5 4 (0.57%) 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%) Subversion
8 1 (0.14%) Xcode
8 1 (0.14%) Yeoman
General
1 270 (38.57%) Social Skills
2 266 (38.00%) Analytical Skills
3 221 (31.57%) Finance
4 105 (15.00%) Retail
5 87 (12.43%) Manufacturing
6 85 (12.14%) Inclusion and Diversity
7 76 (10.86%) Law
8 53 (7.57%) Public Sector
9 35 (5.00%) Marketing
9 35 (5.00%) Military
10 34 (4.86%) Telecoms
11 31 (4.43%) Banking
12 25 (3.57%) Back Office
13 21 (3.00%) Organisational Skills
14 17 (2.43%) Legal
15 15 (2.14%) Influencing Skills
16 14 (2.00%) Documentation Skills
16 14 (2.00%) Front Office
17 12 (1.71%) Presentation Skills
18 11 (1.57%) Financial Institution
Job Titles
1 157 (22.43%) Analyst
2 110 (15.71%) Senior
3 95 (13.57%) Developer
4 91 (13.00%) Data Analyst
5 56 (8.00%) Trainee
6 53 (7.57%) Data Scientist
7 51 (7.29%) Artificial Intelligence Programmer
7 51 (7.29%) Data Engineer
7 51 (7.29%) Programmer
7 51 (7.29%) Trainee Programmer
8 40 (5.71%) Lead
9 38 (5.43%) Consultant
10 34 (4.86%) Data Manager
11 26 (3.71%) Business Intelligence Analyst
11 26 (3.71%) Business Intelligence Developer
11 26 (3.71%) Power BI Analyst
12 22 (3.14%) Software Engineer
13 21 (3.00%) Performance Analyst
13 21 (3.00%) React Developer
14 20 (2.86%) Architect
Libraries, Frameworks & Software Standards
1 66 (9.43%) Pandas
1 66 (9.43%) scikit-learn
2 62 (8.86%) Matplotlib
3 60 (8.57%) Streamlit
4 58 (8.29%) NumPy
5 54 (7.71%) Hugging Face
6 41 (5.86%) React
7 29 (4.14%) .NET
8 27 (3.86%) Kafka
9 26 (3.71%) PySpark
10 24 (3.43%) CSS
11 23 (3.29%) HTML
12 17 (2.43%) WebSockets
13 13 (1.86%) CSS3
13 13 (1.86%) HTML5
13 13 (1.86%) jQuery
13 13 (1.86%) PyTorch
14 12 (1.71%) Ajax
14 12 (1.71%) HTML5 Canvas
14 12 (1.71%) Sass
Miscellaneous
1 87 (12.43%) Algorithms
2 36 (5.14%) Management Information System
3 32 (4.57%) Product Ownership
4 27 (3.86%) Analytical Mindset
5 23 (3.29%) Data Structures
6 20 (2.86%) Cloud Native
7 16 (2.29%) Self-Motivation
8 15 (2.14%) Social Media
9 13 (1.86%) Blog
9 13 (1.86%) Onboarding
10 11 (1.57%) Fixed Income
10 11 (1.57%) IoT
11 10 (1.43%) Legacy Systems
11 10 (1.43%) NHS
12 9 (1.29%) Foreign Exchange (FX)
12 9 (1.29%) SCADA
13 8 (1.14%) Augmented Reality
13 8 (1.14%) Virtual Reality
14 7 (1.00%) Clustering
15 6 (0.86%) AI Agents
Operating Systems
1 9 (1.29%) 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
1 370 (52.86%) Data Visualisation
2 335 (47.86%) Business Intelligence
3 311 (44.43%) Analytics
4 223 (31.86%) AI
5 206 (29.43%) Decision-Making
6 189 (27.00%) Problem-Solving
7 181 (25.86%) Machine Learning
8 159 (22.71%) Data Analysis
9 151 (21.57%) Data Modelling
10 125 (17.86%) Data Science
11 122 (17.43%) Data Governance
12 116 (16.57%) Agile
13 102 (14.57%) Actionable Insight
14 89 (12.71%) ETL
15 87 (12.43%) Continuous Improvement
16 83 (11.86%) Workflow
17 81 (11.57%) Data Pipeline
18 78 (11.14%) Data Analytics
19 76 (10.86%) Data Engineering
20 74 (10.57%) Data Management
Programming Languages
1 317 (45.29%) Python
2 301 (43.00%) SQL
3 68 (9.71%) JavaScript
4 49 (7.00%) C#
5 43 (6.14%) Data Analysis Expressions
6 40 (5.71%) R
7 39 (5.57%) TypeScript
8 28 (4.00%) Java
9 27 (3.86%) VBA
10 22 (3.14%) C++
11 13 (1.86%) T-SQL
12 12 (1.71%) Scala
13 9 (1.29%) C
13 9 (1.29%) MATLAB
14 8 (1.14%) Bash
15 6 (0.86%) Julia
15 6 (0.86%) Rust
16 5 (0.71%) VB
16 5 (0.71%) VBScript
17 4 (0.57%) PowerShell
Qualifications
1 132 (18.86%) Degree
2 62 (8.86%) Security Cleared
3 58 (8.29%) AWS Certification
4 54 (7.71%) AWS Certified Cloud Practitioner
5 39 (5.57%) SC Cleared
6 22 (3.14%) Master's Degree
7 20 (2.86%) DBS Check
8 18 (2.57%) Computer Science Degree
9 17 (2.43%) DV Cleared
9 17 (2.43%) Microsoft Certification
10 13 (1.86%) Azure Certification
11 12 (1.71%) BPSS Clearance
12 9 (1.29%) Postgraduate
13 7 (1.00%) APMP
13 7 (1.00%) MBA
14 6 (0.86%) Numerate Degree
15 5 (0.71%) ACCA
15 5 (0.71%) CIMA
15 5 (0.71%) PhD
16 3 (0.43%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 131 (18.71%) Data Quality
2 45 (6.43%) GDPR
3 36 (5.14%) QA
4 19 (2.71%) Accessibility
5 14 (2.00%) California Consumer Privacy Act
6 9 (1.29%) ISO/IEC 15288
7 5 (0.71%) Actionable Recommendations
7 5 (0.71%) ISO/IEC 27001
7 5 (0.71%) NIST
8 4 (0.57%) NIST 800
9 2 (0.29%) ISO 19650
9 2 (0.29%) PMO
10 1 (0.14%) IEC 61131
10 1 (0.14%) PERC
10 1 (0.14%) SLA
10 1 (0.14%) SOC 2
System Software
1 22 (3.14%) Docker
2 5 (0.71%) Active Directory
2 5 (0.71%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 23 (3.29%) Terraform
2 19 (2.71%) 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%) Ansible
6 2 (0.29%) Microsoft Clustering
7 1 (0.14%) SysTrack
Vendors
1 172 (24.57%) Microsoft
2 44 (6.29%) Google
3 40 (5.71%) Databricks
4 29 (4.14%) SAP
5 21 (3.00%) Oracle
6 18 (2.57%) IBM
7 10 (1.43%) Cognos
8 9 (1.29%) Adobe
8 9 (1.29%) Alteryx
8 9 (1.29%) Informatica
9 8 (1.14%) MicroStrategy
9 8 (1.14%) Salesforce
10 5 (0.71%) Snow
10 5 (0.71%) Talend
10 5 (0.71%) VMware
11 4 (0.57%) Hotjar
11 4 (0.57%) JD Edwards
11 4 (0.57%) Mapbox
11 4 (0.57%) OpenAI
11 4 (0.57%) SYSPRO