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

6 months to
7 Jul 2026
Same period 2025 Same period 2024
Rank 270 121 99
Rank change year-on-year -149 -22 +34
Permanent jobs citing Visualisation 705 1,227 2,657
As % of all permanent jobs in the UK 0.72% 2.55% 2.56%
As % of the Processes & Methodologies category 0.98% 2.81% 3.11%
Number of salaries quoted 510 600 1,303
10th Percentile £30,750 £36,250 £36,250
25th Percentile £35,000 £42,500 £42,725
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 £76,397 £73,750
90th Percentile £93,750 £100,000 £85,000
UK excluding London median annual salary £40,500 £52,500 £50,000
% change year-on-year -22.86% +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 71,870 43,651 85,354
As % of all permanent jobs advertised in the UK 73.67% 90.86% 82.18%
Number of salaries quoted 49,673 24,244 60,243
10th Percentile £30,250 £28,822 £29,750
25th Percentile £41,250 £38,500 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -8.71%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £54,000 £50,000 £50,000
% change year-on-year +8.00% - -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 7 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 7 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 -118 661 £50,000 -13.04% 512
UK excluding London -123 427 £40,500 -22.86% 383
London -114 233 £75,000 +7.14% 212
Work from Home -129 213 £57,500 +4.55% 240
North of England -23 165 £37,500 -27.18% 99
North West +9 114 £40,000 -18.78% 56
Midlands -43 90 £42,000 -16.00% 69
South East -74 85 £50,000 -2.44% 99
West Midlands -33 52 £40,000 -27.27% 35
South West -114 50 £43,750 +1.74% 51
Yorkshire -24 44 £37,500 -36.17% 28
East Midlands -37 38 £47,500 +5.56% 34
East of England -37 20 £52,000 -36.97% 37
Scotland -82 9 £37,500 -34.78% 13
North East -51 7 £37,500 -16.67% 17
Wales -47 5 £66,000 - 5
Northern Ireland -52 3 - - 17

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 (7.66%) Jupyter
2 27 (3.83%) SharePoint
3 24 (3.40%) Apache Spark
4 23 (3.26%) Apache Airflow
5 11 (1.56%) SAS
6 9 (1.28%) Apache
7 2 (0.28%) ArcGIS
7 2 (0.28%) IIS
7 2 (0.28%) WordPress
8 1 (0.14%) CMS
8 1 (0.14%) Confluence
8 1 (0.14%) GeoServer
Applications
1 109 (15.46%) Microsoft Excel
2 56 (7.94%) Chatbot
3 21 (2.98%) Microsoft Office
4 18 (2.55%) Microsoft PowerPoint
5 9 (1.28%) CATIA
6 7 (0.99%) Spreadsheet
7 6 (0.85%) Blender
7 6 (0.85%) Maya
8 3 (0.43%) 3ds Max
8 3 (0.43%) CINEMA 4D
8 3 (0.43%) MS Visio
9 2 (0.28%) Lightworks
9 2 (0.28%) 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 (2.13%) SAP PM
2 5 (0.71%) Dynamics CRM
3 3 (0.43%) IBM Planning Analytics
3 3 (0.43%) SAP CO
4 1 (0.14%) Dynamics GP
4 1 (0.14%) Maximo
4 1 (0.14%) NetSuite
Cloud Services
1 343 (48.65%) Power Platform
2 151 (21.42%) Azure
3 137 (19.43%) AWS
4 62 (8.79%) Cloud Computing
5 52 (7.38%) GCP
6 35 (4.96%) Azure Data Factory
6 35 (4.96%) dbt
6 35 (4.96%) Microsoft 365
7 33 (4.68%) PowerApps
8 29 (4.11%) SaaS
9 28 (3.97%) Power Automate
9 28 (3.97%) Snowflake
10 26 (3.69%) Azure DevOps
11 21 (2.98%) Microsoft Purview
12 18 (2.55%) Dynamics 365
13 12 (1.70%) Google Analytics
14 11 (1.56%) Azure Synapse Analytics
14 11 (1.56%) Dataform
14 11 (1.56%) GitHub
15 10 (1.42%) Azure Machine Learning
Communications & Networking
1 14 (1.99%) Broadband
2 6 (0.85%) 5G
3 5 (0.71%) Modbus
3 5 (0.71%) MQTT
4 4 (0.57%) Internet
5 2 (0.28%) HTTP
5 2 (0.28%) LoRaWAN
5 2 (0.28%) Network Security
5 2 (0.28%) TCP/IP
5 2 (0.28%) Wireless
6 1 (0.14%) AMQP
6 1 (0.14%) Intranet
6 1 (0.14%) Profibus
6 1 (0.14%) VoIP
Database & Business Intelligence
1 343 (48.65%) Power BI
2 152 (21.56%) Tableau
3 61 (8.65%) Data Warehouse
4 41 (5.82%) SQL Server
5 31 (4.40%) Looker
6 26 (3.69%) Power Query
7 25 (3.55%) SQL Server Integration Services
8 22 (3.12%) BigQuery
9 21 (2.98%) Metadata
10 20 (2.84%) Data Lake
11 18 (2.55%) Relational Database
12 17 (2.41%) SQL Server Reporting Services
13 15 (2.13%) GIS
14 14 (1.99%) Big Data
15 13 (1.84%) Amazon Redshift
16 12 (1.70%) NoSQL
17 10 (1.42%) QlikView
18 9 (1.28%) Azure SQL Database
18 9 (1.28%) PostgreSQL
19 8 (1.13%) Data Mining
Development Applications
1 54 (7.66%) Visual Studio Code
2 37 (5.25%) Git
3 9 (1.28%) Rational DOORS
4 6 (0.85%) Jenkins
4 6 (0.85%) JIRA
5 4 (0.57%) Visual Studio
5 4 (0.57%) Vite
6 3 (0.43%) MLflow
6 3 (0.43%) Selenium
7 2 (0.28%) ESLint
7 2 (0.28%) GitLab
7 2 (0.28%) 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
1 272 (38.58%) Analytical Skills
2 271 (38.44%) Social Skills
3 226 (32.06%) Finance
4 108 (15.32%) Retail
5 87 (12.34%) Manufacturing
6 85 (12.06%) Inclusion and Diversity
7 76 (10.78%) Law
8 54 (7.66%) Public Sector
9 38 (5.39%) Marketing
10 36 (5.11%) Military
11 34 (4.82%) Telecoms
12 31 (4.40%) Banking
13 26 (3.69%) Back Office
14 21 (2.98%) Organisational Skills
15 17 (2.41%) Legal
16 15 (2.13%) Influencing Skills
17 14 (1.99%) Documentation Skills
17 14 (1.99%) Front Office
18 12 (1.70%) Financial Institution
18 12 (1.70%) Presentation Skills
Job Titles
1 159 (22.55%) Analyst
2 110 (15.60%) Senior
3 93 (13.19%) Developer
4 91 (12.91%) Data Analyst
5 56 (7.94%) Trainee
6 53 (7.52%) Data Scientist
7 52 (7.38%) Data Engineer
8 51 (7.23%) Artificial Intelligence Programmer
8 51 (7.23%) Programmer
8 51 (7.23%) Trainee Programmer
9 41 (5.82%) Lead
10 38 (5.39%) Consultant
11 34 (4.82%) Data Manager
12 26 (3.69%) Business Intelligence Analyst
12 26 (3.69%) Power BI Analyst
13 24 (3.40%) Business Intelligence Developer
13 24 (3.40%) Software Engineer
14 21 (2.98%) Performance Analyst
15 20 (2.84%) React Developer
16 19 (2.70%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 67 (9.50%) Pandas
2 66 (9.36%) scikit-learn
3 62 (8.79%) Matplotlib
4 60 (8.51%) Streamlit
5 59 (8.37%) NumPy
6 54 (7.66%) Hugging Face
7 40 (5.67%) React
8 29 (4.11%) .NET
9 26 (3.69%) PySpark
10 25 (3.55%) Kafka
11 24 (3.40%) CSS
12 23 (3.26%) HTML
13 16 (2.27%) WebSockets
14 13 (1.84%) CSS3
14 13 (1.84%) HTML5
14 13 (1.84%) jQuery
14 13 (1.84%) PyTorch
15 12 (1.70%) HTML5 Canvas
15 12 (1.70%) LESS
15 12 (1.70%) Sass
Miscellaneous
1 87 (12.34%) Algorithms
2 37 (5.25%) Management Information System
3 32 (4.54%) Product Ownership
4 28 (3.97%) Analytical Mindset
5 23 (3.26%) Data Structures
6 20 (2.84%) Cloud Native
7 15 (2.13%) Self-Motivation
7 15 (2.13%) Social Media
8 13 (1.84%) Blog
8 13 (1.84%) Onboarding
9 11 (1.56%) Fixed Income
9 11 (1.56%) IoT
10 10 (1.42%) Legacy Systems
10 10 (1.42%) NHS
11 9 (1.28%) Foreign Exchange (FX)
11 9 (1.28%) SCADA
12 8 (1.13%) Augmented Reality
12 8 (1.13%) Virtual Reality
13 7 (0.99%) AI Agents
13 7 (0.99%) Clustering
Operating Systems
1 10 (1.42%) Linux
2 7 (0.99%) Unix
3 5 (0.71%) Apple iOS
4 4 (0.57%) Android
5 2 (0.28%) Windows
5 2 (0.28%) Windows Server
Processes & Methodologies
1 373 (52.91%) Data Visualisation
2 338 (47.94%) Business Intelligence
3 312 (44.26%) Analytics
4 224 (31.77%) AI
5 211 (29.93%) Decision-Making
6 192 (27.23%) Problem-Solving
7 181 (25.67%) Machine Learning
8 160 (22.70%) Data Analysis
9 151 (21.42%) Data Modelling
10 127 (18.01%) Data Science
11 122 (17.30%) Data Governance
12 116 (16.45%) Agile
13 106 (15.04%) Actionable Insight
14 92 (13.05%) Continuous Improvement
15 88 (12.48%) ETL
16 83 (11.77%) Workflow
17 82 (11.63%) Data Pipeline
18 80 (11.35%) Data Analytics
19 76 (10.78%) Data Engineering
19 76 (10.78%) Data Management
Programming Languages
1 317 (44.96%) Python
2 304 (43.12%) SQL
3 69 (9.79%) JavaScript
4 50 (7.09%) C#
5 43 (6.10%) Data Analysis Expressions
6 39 (5.53%) R
7 38 (5.39%) TypeScript
8 28 (3.97%) Java
9 27 (3.83%) VBA
10 22 (3.12%) C++
11 13 (1.84%) T-SQL
12 12 (1.70%) Scala
13 9 (1.28%) C
13 9 (1.28%) MATLAB
14 8 (1.13%) Bash
15 6 (0.85%) Julia
15 6 (0.85%) Rust
16 5 (0.71%) VB
16 5 (0.71%) VBScript
17 4 (0.57%) PowerShell
Qualifications
1 134 (19.01%) Degree
2 62 (8.79%) Security Cleared
3 57 (8.09%) AWS Certification
4 54 (7.66%) AWS Certified Cloud Practitioner
5 39 (5.53%) SC Cleared
6 22 (3.12%) Master's Degree
7 20 (2.84%) DBS Check
8 18 (2.55%) Computer Science Degree
9 17 (2.41%) DV Cleared
9 17 (2.41%) Microsoft Certification
10 13 (1.84%) Azure Certification
10 13 (1.84%) BPSS Clearance
11 9 (1.28%) Postgraduate
12 7 (0.99%) APMP
12 7 (0.99%) MBA
13 6 (0.85%) Numerate Degree
14 5 (0.71%) ACCA
14 5 (0.71%) CIMA
14 5 (0.71%) PhD
15 2 (0.28%) HND
Quality Assurance & Compliance
1 134 (19.01%) Data Quality
2 46 (6.52%) GDPR
3 37 (5.25%) QA
4 20 (2.84%) Accessibility
5 14 (1.99%) California Consumer Privacy Act
6 9 (1.28%) 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 (0.28%) ISO 19650
9 2 (0.28%) PMO
10 1 (0.14%) GRC
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 (3.12%) Docker
2 5 (0.71%) Active Directory
2 5 (0.71%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 23 (3.26%) Terraform
2 19 (2.70%) Kubernetes
3 6 (0.85%) Grafana
3 6 (0.85%) Prometheus
4 5 (0.71%) SCCM
5 3 (0.43%) Kubeflow
5 3 (0.43%) MOM
6 2 (0.28%) Ansible
6 2 (0.28%) Microsoft Clustering
7 1 (0.14%) SysTrack
Vendors
1 176 (24.96%) Microsoft
2 45 (6.38%) Google
3 41 (5.82%) Databricks
4 27 (3.83%) SAP
5 21 (2.98%) Oracle
6 17 (2.41%) IBM
7 10 (1.42%) Cognos
8 9 (1.28%) Adobe
8 9 (1.28%) Alteryx
8 9 (1.28%) Informatica
8 9 (1.28%) Salesforce
9 8 (1.13%) MicroStrategy
10 6 (0.85%) SYSPRO
11 5 (0.71%) Hotjar
11 5 (0.71%) Snow
11 5 (0.71%) Talend
11 5 (0.71%) VMware
12 4 (0.57%) JD Edwards
12 4 (0.57%) OpenAI
13 3 (0.43%) Mapbox