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

6 months to
23 Jun 2026
Same period 2025 Same period 2024
Rank 259 121 99
Rank change year-on-year -138 -22 +33
Permanent jobs citing Visualisation 700 1,203 2,772
As % of all permanent jobs in the UK 0.74% 2.66% 2.55%
As % of the Processes & Methodologies category 1.01% 2.89% 3.12%
Number of salaries quoted 504 593 1,340
10th Percentile £31,250 £33,951 £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 £76,840 £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 69,314 41,679 88,914
As % of all permanent jobs advertised in the UK 73.17% 92.27% 81.73%
Number of salaries quoted 47,751 22,444 62,987
10th Percentile £30,000 £28,750 £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% -9.41%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,159
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 23 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 23 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 -108 654 £50,000 -13.04% 415
UK excluding London -116 419 £40,000 -23.81% 334
London -113 237 £73,750 +5.36% 163
Work from Home -116 210 £60,000 +9.09% 123
North of England -17 165 £37,500 -25.00% 81
North West +22 113 £40,000 -18.78% 52
South East -58 85 £50,000 -4.76% 95
Midlands -58 83 £40,000 -25.36% 62
West Midlands -31 51 £40,000 -27.27% 28
South West -110 47 £42,500 - 43
Yorkshire -32 45 £37,500 -28.57% 21
East Midlands -40 32 £42,500 -1.16% 34
East of England -34 20 £54,000 -34.55% 34
Scotland -73 11 £37,500 -31.82% 12
North East -55 7 £37,500 -21.05% 11
Wales -40 5 £66,000 - 5
Northern Ireland -39 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 29 (4.14%) Apache Airflow
3 28 (4.00%) Apache Spark
4 26 (3.71%) SharePoint
5 13 (1.86%) Apache
6 11 (1.57%) SAS
7 2 (0.29%) ArcGIS
7 2 (0.29%) IIS
7 2 (0.29%) WordPress
8 1 (0.14%) Apache Superset
8 1 (0.14%) CMS
8 1 (0.14%) Confluence
8 1 (0.14%) GeoServer
Applications
1 106 (15.14%) Microsoft Excel
2 55 (7.86%) Chatbot
3 21 (3.00%) Microsoft Office
4 19 (2.71%) 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%) 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 (0.86%) SAP CO
3 5 (0.71%) Dynamics CRM
3 5 (0.71%) IBM Planning Analytics
4 2 (0.29%) Salesforce CRM
5 1 (0.14%) Dynamics GP
5 1 (0.14%) Maximo
Cloud Services
1 337 (48.14%) Power Platform
2 152 (21.71%) Azure
3 144 (20.57%) AWS
4 60 (8.57%) Cloud Computing
5 56 (8.00%) GCP
6 35 (5.00%) dbt
6 35 (5.00%) Microsoft 365
7 33 (4.71%) Azure Data Factory
7 33 (4.71%) PowerApps
8 30 (4.29%) Snowflake
9 28 (4.00%) Power Automate
9 28 (4.00%) SaaS
10 24 (3.43%) Azure DevOps
11 21 (3.00%) Microsoft Purview
12 15 (2.14%) Dynamics 365
13 13 (1.86%) Google Analytics
14 11 (1.57%) Azure Synapse Analytics
14 11 (1.57%) GitHub
15 10 (1.43%) Amazon S3
15 10 (1.43%) Dataform
Communications & Networking
1 14 (2.00%) Broadband
2 6 (0.86%) 5G
3 5 (0.71%) Modbus
4 4 (0.57%) MQTT
5 2 (0.29%) LoRaWAN
5 2 (0.29%) Network Security
5 2 (0.29%) Wireless
6 1 (0.14%) AMQP
6 1 (0.14%) HTTP
6 1 (0.14%) Internet
6 1 (0.14%) Intranet
6 1 (0.14%) Profibus
6 1 (0.14%) TCP/IP
6 1 (0.14%) VoIP
Database & Business Intelligence
1 337 (48.14%) Power BI
2 155 (22.14%) Tableau
3 60 (8.57%) Data Warehouse
4 38 (5.43%) SQL Server
5 30 (4.29%) Looker
6 24 (3.43%) BigQuery
6 24 (3.43%) Metadata
7 21 (3.00%) SQL Server Integration Services
8 20 (2.86%) Data Lake
9 19 (2.71%) Power Query
10 18 (2.57%) Big Data
10 18 (2.57%) Relational Database
11 17 (2.43%) Amazon Redshift
12 15 (2.14%) GIS
13 14 (2.00%) NoSQL
14 13 (1.86%) SQL Server Reporting Services
15 9 (1.29%) Amazon QuickSight
15 9 (1.29%) Azure SQL Database
15 9 (1.29%) PostgreSQL
16 8 (1.14%) Data Mining
Development Applications
1 54 (7.71%) Visual Studio Code
2 40 (5.71%) 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%) GitLab
6 3 (0.43%) MLflow
6 3 (0.43%) Selenium
7 2 (0.29%) ESLint
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%) Analytical Skills
2 262 (37.43%) Social Skills
3 218 (31.14%) Finance
4 104 (14.86%) Retail
5 85 (12.14%) Inclusion and Diversity
5 85 (12.14%) Manufacturing
6 75 (10.71%) Law
7 52 (7.43%) Public Sector
8 37 (5.29%) Marketing
9 34 (4.86%) Military
9 34 (4.86%) Telecoms
10 31 (4.43%) Banking
11 25 (3.57%) Back Office
12 21 (3.00%) Organisational Skills
13 16 (2.29%) Front Office
13 16 (2.29%) Legal
14 15 (2.14%) Influencing Skills
15 14 (2.00%) Documentation Skills
16 12 (1.71%) Presentation Skills
17 11 (1.57%) Financial Institution
Job Titles
1 160 (22.86%) Analyst
2 103 (14.71%) Senior
3 98 (14.00%) Developer
4 92 (13.14%) Data Analyst
5 56 (8.00%) Trainee
6 52 (7.43%) 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 41 (5.86%) Lead
9 39 (5.57%) Consultant
10 33 (4.71%) Data Manager
11 30 (4.29%) Business Intelligence Analyst
11 30 (4.29%) Power BI Analyst
12 27 (3.86%) Business Intelligence Developer
13 23 (3.29%) React Developer
14 22 (3.14%) Architect
15 20 (2.86%) Performance Analyst
15 20 (2.86%) Software Engineer
Libraries, Frameworks & Software Standards
1 69 (9.86%) Pandas
1 69 (9.86%) scikit-learn
2 65 (9.29%) Matplotlib
3 61 (8.71%) NumPy
4 60 (8.57%) Streamlit
5 54 (7.71%) Hugging Face
6 41 (5.86%) React
7 28 (4.00%) .NET
7 28 (4.00%) Kafka
8 26 (3.71%) PySpark
9 25 (3.57%) CSS
10 24 (3.43%) HTML
11 19 (2.71%) WebSockets
12 16 (2.29%) PyTorch
13 13 (1.86%) CSS3
13 13 (1.86%) HTML5
14 12 (1.71%) Ajax
14 12 (1.71%) jQuery
14 12 (1.71%) LESS
14 12 (1.71%) Sass
Miscellaneous
1 90 (12.86%) Algorithms
2 35 (5.00%) Management Information System
3 31 (4.43%) Product Ownership
4 26 (3.71%) Analytical Mindset
5 22 (3.14%) Data Structures
6 20 (2.86%) Cloud Native
7 17 (2.43%) Self-Motivation
8 14 (2.00%) Onboarding
8 14 (2.00%) Social Media
9 13 (1.86%) Fixed Income
10 12 (1.71%) Blog
11 11 (1.57%) IoT
12 10 (1.43%) Legacy Systems
12 10 (1.43%) NHS
13 9 (1.29%) SCADA
14 8 (1.14%) Augmented Reality
14 8 (1.14%) Clustering
14 8 (1.14%) Foreign Exchange (FX)
14 8 (1.14%) Virtual Reality
15 6 (0.86%) Legacy Applications
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
2 332 (47.43%) Business Intelligence
3 321 (45.86%) Analytics
4 219 (31.29%) AI
5 201 (28.71%) Decision-Making
6 187 (26.71%) Problem-Solving
7 185 (26.43%) Machine Learning
8 165 (23.57%) Data Analysis
9 150 (21.43%) Data Modelling
10 129 (18.43%) Data Science
11 124 (17.71%) Data Governance
12 114 (16.29%) Agile
13 98 (14.00%) Actionable Insight
14 88 (12.57%) ETL
15 87 (12.43%) Continuous Improvement
16 83 (11.86%) Data Analytics
17 82 (11.71%) Workflow
18 76 (10.86%) Data Engineering
19 75 (10.71%) Data Management
19 75 (10.71%) Data Pipeline
Programming Languages
1 321 (45.86%) Python
2 298 (42.57%) SQL
3 70 (10.00%) JavaScript
4 45 (6.43%) C#
5 44 (6.29%) R
6 43 (6.14%) Data Analysis Expressions
7 38 (5.43%) TypeScript
8 31 (4.43%) VBA
9 28 (4.00%) Java
10 21 (3.00%) C++
11 12 (1.71%) Scala
11 12 (1.71%) T-SQL
12 9 (1.29%) Bash
12 9 (1.29%) C
12 9 (1.29%) MATLAB
13 6 (0.86%) Julia
13 6 (0.86%) Rust
14 5 (0.71%) VB
14 5 (0.71%) VBScript
15 4 (0.57%) PowerShell
Qualifications
1 127 (18.14%) Degree
2 64 (9.14%) Security Cleared
3 58 (8.29%) AWS Certification
4 54 (7.71%) AWS Certified Cloud Practitioner
5 41 (5.86%) SC Cleared
6 22 (3.14%) Master's Degree
7 20 (2.86%) DBS Check
8 17 (2.43%) Computer Science Degree
8 17 (2.43%) DV Cleared
9 16 (2.29%) Microsoft Certification
10 12 (1.71%) Azure Certification
11 11 (1.57%) 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%) PhD
16 4 (0.57%) ACCA
16 4 (0.57%) CIMA
17 3 (0.43%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 133 (19.00%) Data Quality
2 45 (6.43%) GDPR
3 35 (5.00%) QA
4 20 (2.86%) 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 21 (3.00%) Docker
2 5 (0.71%) Active Directory
2 5 (0.71%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 22 (3.14%) Terraform
2 18 (2.57%) 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
1 166 (23.71%) Microsoft
2 44 (6.29%) Google
3 38 (5.43%) Databricks
4 31 (4.43%) SAP
5 20 (2.86%) Oracle
6 19 (2.71%) IBM
7 10 (1.43%) Cognos
8 9 (1.29%) Adobe
8 9 (1.29%) Salesforce
9 8 (1.14%) Alteryx
9 8 (1.14%) Informatica
9 8 (1.14%) MicroStrategy
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%) Anaplan
12 3 (0.43%) Hotjar