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

6 months to
14 Aug 2026
Same period 2025 Same period 2024
Rank 280 132 94
Rank change year-on-year -148 -38 +54
Permanent jobs citing Visualisation 718 1,196 2,160
As % of all permanent jobs in the UK 0.68% 2.40% 2.59%
As % of the Processes & Methodologies category 0.92% 2.68% 3.20%
Number of salaries quoted 462 587 880
10th Percentile £30,750 £38,869 £38,521
25th Percentile £36,250 £42,500 £46,250
Median annual salary (50th Percentile) £50,000 £55,233 £60,622
Median % change year-on-year -9.47% -8.89% +1.04%
75th Percentile £72,500 £75,000 £80,000
90th Percentile £94,875 £100,000 £91,325
UK excluding London median annual salary £42,500 £51,000 £55,000
% change year-on-year -16.67% -7.27% +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 78,105 44,566 67,543
As % of all permanent jobs advertised in the UK 73.45% 89.27% 81.06%
Number of salaries quoted 53,741 25,228 43,541
10th Percentile £30,750 £28,500 £31,250
25th Percentile £41,250 £36,750 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £96,575 £95,000
UK excluding London median annual salary £55,000 £47,683 £50,000
% change year-on-year +15.35% -4.63% -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 14 August 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 14 August 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 -125 662 £49,425 -12.52% 660
UK excluding London -137 410 £42,500 -16.67% 437
London -109 263 £65,000 - 323
Work from Home -124 218 £55,000 -4.35% 228
North of England -26 154 £40,000 -20.79% 103
North West +10 107 £40,000 -17.53% 57
Midlands -51 85 £47,085 +4.63% 69
South East -91 75 £45,750 -8.50% 121
South West -111 49 £46,250 -2.63% 58
West Midlands -44 43 £40,000 -25.50% 43
East Midlands -40 42 £70,000 +62.79% 26
Yorkshire -29 38 £37,500 -28.57% 32
Wales -45 20 £66,000 +50.00% 8
East of England -47 16 £62,500 +3.49% 45
North East -62 9 £37,500 -16.67% 15
Scotland -82 8 £50,000 -28.57% 30
Northern Ireland -65 3 - - 11

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 26 (3.62%) Jupyter
2 22 (3.06%) Apache Spark
3 18 (2.51%) SharePoint
4 14 (1.95%) Apache Airflow
5 9 (1.25%) SAS
6 4 (0.56%) Apache
6 4 (0.56%) ArcGIS
7 2 (0.28%) IIS
7 2 (0.28%) WinCC
7 2 (0.28%) WordPress
8 1 (0.14%) Apache Superset
8 1 (0.14%) Confluence
8 1 (0.14%) GeoServer
8 1 (0.14%) Palantir Foundry
Applications
1 108 (15.04%) Microsoft Excel
2 28 (3.90%) Chatbot
3 21 (2.92%) Microsoft Office
4 14 (1.95%) Microsoft PowerPoint
5 5 (0.70%) Spreadsheet
6 4 (0.56%) Blender
6 4 (0.56%) CATIA
6 4 (0.56%) Maya
7 3 (0.42%) Microsoft Project
8 2 (0.28%) EPLAN
8 2 (0.28%) Lightworks
8 2 (0.28%) Windchill
9 1 (0.14%) 3ds Max
9 1 (0.14%) CINEMA 4D
9 1 (0.14%) MS Visio
9 1 (0.14%) Photoshop
9 1 (0.14%) SPSS
Business Applications
1 19 (2.65%) SAP PM
2 5 (0.70%) 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%) Sparx Enterprise Architect
3 1 (0.14%) SystmOne
Cloud Services
1 355 (49.44%) Power Platform
2 165 (22.98%) Azure
3 144 (20.06%) AWS
4 70 (9.75%) GCP
5 54 (7.52%) dbt
6 38 (5.29%) Snowflake
7 31 (4.32%) Azure DevOps
8 30 (4.18%) Azure Data Factory
8 30 (4.18%) Cloud Computing
8 30 (4.18%) SaaS
9 25 (3.48%) Google Analytics
9 25 (3.48%) Microsoft 365
9 25 (3.48%) Power Automate
10 23 (3.20%) PowerApps
11 21 (2.92%) Microsoft Purview
12 16 (2.23%) Azure Machine Learning
12 16 (2.23%) Dynamics 365
13 14 (1.95%) GitHub
14 11 (1.53%) Dataform
15 8 (1.11%) Serverless
Communications & Networking
1 12 (1.67%) Broadband
2 6 (0.84%) 5G
2 6 (0.84%) Internet
3 5 (0.70%) Modbus
4 4 (0.56%) MQTT
4 4 (0.56%) Profibus
5 2 (0.28%) HTTP
5 2 (0.28%) Network Security
5 2 (0.28%) TCP/IP
5 2 (0.28%) VLAN
5 2 (0.28%) Wireless
6 1 (0.14%) AMQP
6 1 (0.14%) Intranet
6 1 (0.14%) LoRaWAN
6 1 (0.14%) PPP
6 1 (0.14%) VoIP
Database & Business Intelligence
1 355 (49.44%) Power BI
2 182 (25.35%) Tableau
3 71 (9.89%) Data Warehouse
4 58 (8.08%) Looker
5 37 (5.15%) SQL Server
6 35 (4.87%) Power Query
7 27 (3.76%) SQL Server Integration Services
8 26 (3.62%) Metadata
9 24 (3.34%) Data Lake
10 22 (3.06%) BigQuery
10 22 (3.06%) Data Mining
10 22 (3.06%) SQL Server Reporting Services
11 19 (2.65%) Amazon QuickSight
12 18 (2.51%) Big Data
13 16 (2.23%) GIS
14 15 (2.09%) Relational Database
15 12 (1.67%) PostgreSQL
15 12 (1.67%) QlikView
16 11 (1.53%) NoSQL
17 10 (1.39%) Star Schema
Development Applications
1 30 (4.18%) Git
2 26 (3.62%) Visual Studio Code
3 8 (1.11%) JIRA
4 6 (0.84%) Jenkins
5 4 (0.56%) Rational DOORS
5 4 (0.56%) Vite
6 3 (0.42%) GitLab
6 3 (0.42%) MLflow
6 3 (0.42%) Selenium
6 3 (0.42%) Visual Studio
7 1 (0.14%) CocoaPods
7 1 (0.14%) Cypress.io
7 1 (0.14%) ER Studio
7 1 (0.14%) ERwin
7 1 (0.14%) ESLint
7 1 (0.14%) fastlane
7 1 (0.14%) RStudio
7 1 (0.14%) Storybook
7 1 (0.14%) Xcode
7 1 (0.14%) Yeoman
General
1 312 (43.45%) Analytical Skills
2 297 (41.36%) Social Skills
3 242 (33.70%) Finance
4 89 (12.40%) Retail
5 83 (11.56%) Marketing
6 82 (11.42%) Law
7 76 (10.58%) Inclusion and Diversity
8 56 (7.80%) Manufacturing
9 50 (6.96%) Public Sector
10 46 (6.41%) Back Office
11 44 (6.13%) Military
12 40 (5.57%) Telecoms
13 30 (4.18%) Organisational Skills
14 27 (3.76%) Banking
15 20 (2.79%) Influencing Skills
16 18 (2.51%) Presentation Skills
17 14 (1.95%) Financial Institution
18 13 (1.81%) Documentation Skills
18 13 (1.81%) Legal
19 12 (1.67%) Advertising
Job Titles
1 184 (25.63%) Analyst
2 127 (17.69%) Senior
3 107 (14.90%) Data Analyst
4 66 (9.19%) Developer
5 61 (8.50%) Lead
6 57 (7.94%) Data Engineer
7 45 (6.27%) Data Scientist
8 37 (5.15%) Consultant
9 36 (5.01%) Data Manager
10 34 (4.74%) Analytics Manager
11 30 (4.18%) Senior Analyst
11 30 (4.18%) Software Engineer
12 27 (3.76%) Trainee
13 23 (3.20%) Artificial Intelligence Programmer
13 23 (3.20%) Programmer
13 23 (3.20%) Trainee Programmer
14 22 (3.06%) Senior Data Analyst
15 21 (2.92%) Performance Analyst
15 21 (2.92%) Power BI Analyst
16 20 (2.79%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 41 (5.71%) Pandas
1 41 (5.71%) scikit-learn
2 36 (5.01%) Streamlit
3 35 (4.87%) Matplotlib
4 32 (4.46%) NumPy
5 26 (3.62%) Hugging Face
5 26 (3.62%) React
6 25 (3.48%) .NET
7 21 (2.92%) Kafka
8 19 (2.65%) PySpark
9 16 (2.23%) PyTorch
10 15 (2.09%) CSS
11 14 (1.95%) HTML
12 11 (1.53%) jQuery
12 11 (1.53%) REST
13 10 (1.39%) Ajax
13 10 (1.39%) CSS3
13 10 (1.39%) HTML5
13 10 (1.39%) LESS
13 10 (1.39%) Sass
Miscellaneous
1 64 (8.91%) Algorithms
2 44 (6.13%) Management Information System
3 33 (4.60%) Onboarding
4 31 (4.32%) Product Ownership
5 24 (3.34%) Analytical Mindset
6 23 (3.20%) Cloud Native
7 22 (3.06%) Data Structures
8 15 (2.09%) Blog
8 15 (2.09%) Greenfield Project
9 14 (1.95%) Social Media
10 13 (1.81%) Self-Motivation
11 11 (1.53%) NHS
12 10 (1.39%) IoT
12 10 (1.39%) SCADA
13 9 (1.25%) Data Protection Act
14 8 (1.11%) Educational Technology
15 7 (0.97%) AI Agents
15 7 (0.97%) Clustering
15 7 (0.97%) Legacy Systems
15 7 (0.97%) Marketing Technology
Operating Systems
1 12 (1.67%) Linux
2 6 (0.84%) Unix
3 3 (0.42%) Apple iOS
3 3 (0.42%) Windows
4 2 (0.28%) Windows Server
5 1 (0.14%) Android
Processes & Methodologies
1 401 (55.85%) Data Visualisation
2 379 (52.79%) Business Intelligence
3 376 (52.37%) Analytics
4 251 (34.96%) Decision-Making
5 226 (31.48%) AI
6 200 (27.86%) Problem-Solving
7 183 (25.49%) Machine Learning
8 172 (23.96%) Data Analysis
9 171 (23.82%) Data Modelling
10 164 (22.84%) Data Science
11 162 (22.56%) Actionable Insight
12 136 (18.94%) Agile
13 133 (18.52%) Data Governance
14 109 (15.18%) Continuous Improvement
14 109 (15.18%) Data Engineering
15 97 (13.51%) Data-Driven Decision Making
16 96 (13.37%) Data Analytics
17 93 (12.95%) Dashboard Development
18 92 (12.81%) Data Pipeline
19 82 (11.42%) Stakeholder Management
Programming Languages
1 353 (49.16%) SQL
2 318 (44.29%) Python
3 52 (7.24%) JavaScript
4 49 (6.82%) R
5 45 (6.27%) C#
6 43 (5.99%) Data Analysis Expressions
7 32 (4.46%) TypeScript
8 22 (3.06%) C++
9 20 (2.79%) Java
10 16 (2.23%) Scala
11 14 (1.95%) T-SQL
12 10 (1.39%) VBA
13 7 (0.97%) C
14 6 (0.84%) Julia
14 6 (0.84%) Rust
15 4 (0.56%) Bash
15 4 (0.56%) Go
15 4 (0.56%) Kusto Query Language
15 4 (0.56%) Ladder Logic
15 4 (0.56%) PowerShell
Qualifications
1 142 (19.78%) Degree
2 72 (10.03%) Security Cleared
3 43 (5.99%) SC Cleared
4 28 (3.90%) AWS Certification
5 26 (3.62%) AWS Certified Cloud Practitioner
6 16 (2.23%) DBS Check
6 16 (2.23%) DV Cleared
7 15 (2.09%) Computer Science Degree
8 13 (1.81%) Master's Degree
8 13 (1.81%) Microsoft Certification
9 12 (1.67%) Numerate Degree
10 11 (1.53%) BPSS Clearance
11 10 (1.39%) Azure Certification
12 9 (1.25%) Postgraduate
13 3 (0.42%) ACCA
13 3 (0.42%) CIMA
13 3 (0.42%) PhD
14 2 (0.28%) Chartered Engineer
14 2 (0.28%) PMI Certification
14 2 (0.28%) PMP
Quality Assurance & Compliance
1 169 (23.54%) Data Quality
2 49 (6.82%) GDPR
3 39 (5.43%) QA
4 26 (3.62%) Accessibility
5 15 (2.09%) California Consumer Privacy Act
6 11 (1.53%) Actionable Recommendations
7 5 (0.70%) ISO/IEC 27001
7 5 (0.70%) NIST
7 5 (0.70%) PMO
8 4 (0.56%) ISO/IEC 15288
8 4 (0.56%) NIST 800
9 3 (0.42%) IEC 61131
10 2 (0.28%) ISO 19650
10 2 (0.28%) SOC 2
11 1 (0.14%) EU AI Act
11 1 (0.14%) GRC
11 1 (0.14%) HIPAA
11 1 (0.14%) PERC
11 1 (0.14%) SLA
System Software
1 21 (2.92%) Docker
2 5 (0.70%) Active Directory
3 3 (0.42%) VMware Infrastructure
4 1 (0.14%) Apache Flume
Systems Management
1 22 (3.06%) Kubernetes
2 21 (2.92%) Terraform
3 4 (0.56%) Grafana
4 3 (0.42%) Ansible
4 3 (0.42%) Kubeflow
4 3 (0.42%) Prometheus
4 3 (0.42%) SCCM
5 2 (0.28%) Microsoft Clustering
6 1 (0.14%) MOM
6 1 (0.14%) SysTrack
Vendors
1 144 (20.06%) Microsoft
2 57 (7.94%) Google
3 56 (7.80%) Databricks
4 30 (4.18%) SAP
5 17 (2.37%) Oracle
6 8 (1.11%) IBM
6 8 (1.11%) MicroStrategy
6 8 (1.11%) Salesforce
6 8 (1.11%) SYSPRO
7 7 (0.97%) Informatica
8 6 (0.84%) Siemens
9 5 (0.70%) Alteryx
9 5 (0.70%) Cognos
9 5 (0.70%) Hotjar
10 4 (0.56%) OpenAI
11 3 (0.42%) Adobe
11 3 (0.42%) Cognizant
11 3 (0.42%) JD Edwards
11 3 (0.42%) Snow
11 3 (0.42%) Talend