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

6 months to
18 Aug 2026
Same period 2025 Same period 2024
Rank 285 140 96
Rank change year-on-year -145 -44 +51
Permanent jobs citing Visualisation 714 1,141 2,127
As % of all permanent jobs in the UK 0.66% 2.28% 2.57%
As % of the Processes & Methodologies category 0.91% 2.56% 3.18%
Number of salaries quoted 459 582 878
10th Percentile £30,750 £38,762 £38,517
25th Percentile £36,250 £42,500 £46,250
Median annual salary (50th Percentile) £50,000 £55,000 £60,872
Median % change year-on-year -9.09% -9.65% +1.45%
75th Percentile £72,500 £75,000 £80,000
90th Percentile £95,000 £100,000 £92,150
UK excluding London median annual salary £42,500 £50,500 £55,500
% change year-on-year -15.84% -9.01% +5.93%

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 78,793 44,552 66,983
As % of all permanent jobs advertised in the UK 73.35% 89.17% 80.87%
Number of salaries quoted 54,339 25,245 43,003
10th Percentile £31,000 £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 £96,650 £95,000
UK excluding London median annual salary £55,000 £47,500 £50,000
% change year-on-year +15.79% -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 18 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 18 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 -107 655 £50,000 -9.09% 993
UK excluding London -135 412 £42,500 -15.84% 616
London -116 258 £70,000 +7.69% 526
Work from Home -109 213 £60,000 +4.35% 363
North of England -11 155 £40,000 -20.00% 151
North West +13 106 £40,000 -17.53% 82
Midlands -54 86 £47,085 +4.63% 89
South East -89 75 £45,750 -8.50% 146
South West -84 47 £43,750 -7.89% 91
West Midlands -36 45 £40,000 -25.50% 50
East Midlands -38 41 £70,000 +62.79% 39
Yorkshire -20 39 £41,250 -21.43% 47
Wales -46 20 £66,000 +50.00% 16
East of England -57 15 £62,500 +3.49% 65
Scotland -82 11 £72,500 +3.57% 44
North East -61 10 £37,500 -16.67% 23
Northern Ireland -77 3 - - 21

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 25 (3.50%) Jupyter
2 17 (2.38%) Apache Spark
3 16 (2.24%) SharePoint
4 9 (1.26%) SAS
5 8 (1.12%) Apache Airflow
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
1 105 (14.71%) Microsoft Excel
2 27 (3.78%) Chatbot
3 22 (3.08%) Microsoft Office
4 13 (1.82%) Microsoft PowerPoint
5 5 (0.70%) Blender
6 4 (0.56%) CATIA
6 4 (0.56%) EPLAN
6 4 (0.56%) Maya
6 4 (0.56%) Spreadsheet
7 3 (0.42%) 3ds Max
7 3 (0.42%) Microsoft Project
7 3 (0.42%) Photoshop
8 2 (0.28%) Adobe After Effects
8 2 (0.28%) Lightworks
8 2 (0.28%) Revit
8 2 (0.28%) Windchill
9 1 (0.14%) Adobe Illustrator
9 1 (0.14%) AutoCAD
9 1 (0.14%) CINEMA 4D
9 1 (0.14%) SPSS
Business Applications
1 19 (2.66%) SAP PM
2 4 (0.56%) 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
1 352 (49.30%) Power Platform
2 164 (22.97%) Azure
3 138 (19.33%) AWS
4 65 (9.10%) GCP
5 48 (6.72%) dbt
6 37 (5.18%) Snowflake
7 31 (4.34%) Azure DevOps
7 31 (4.34%) SaaS
8 30 (4.20%) Azure Data Factory
9 29 (4.06%) Cloud Computing
10 26 (3.64%) Google Analytics
11 24 (3.36%) Power Automate
12 22 (3.08%) Microsoft 365
13 21 (2.94%) Microsoft Purview
13 21 (2.94%) PowerApps
14 16 (2.24%) Azure Machine Learning
15 14 (1.96%) Dynamics 365
15 14 (1.96%) GitHub
16 11 (1.54%) Dataform
17 8 (1.12%) Serverless
Communications & Networking
1 7 (0.98%) Broadband
2 6 (0.84%) 5G
2 6 (0.84%) Internet
2 6 (0.84%) Profibus
3 4 (0.56%) Modbus
3 4 (0.56%) MQTT
4 2 (0.28%) HTTP
4 2 (0.28%) Network Security
4 2 (0.28%) TCP/IP
4 2 (0.28%) VLAN
5 1 (0.14%) AMQP
5 1 (0.14%) Intranet
5 1 (0.14%) PPP
5 1 (0.14%) VoIP
5 1 (0.14%) Wireless
Database & Business Intelligence
1 352 (49.30%) Power BI
2 183 (25.63%) Tableau
3 72 (10.08%) Data Warehouse
4 59 (8.26%) Looker
5 36 (5.04%) SQL Server
6 34 (4.76%) Power Query
7 27 (3.78%) Data Lake
8 26 (3.64%) SQL Server Integration Services
9 23 (3.22%) Data Mining
10 22 (3.08%) SQL Server Reporting Services
11 21 (2.94%) Amazon QuickSight
11 21 (2.94%) Metadata
12 19 (2.66%) Big Data
13 18 (2.52%) BigQuery
14 16 (2.24%) GIS
15 14 (1.96%) Relational Database
16 13 (1.82%) QlikView
17 10 (1.40%) PostgreSQL
17 10 (1.40%) Star Schema
18 9 (1.26%) NoSQL
Development Applications
1 30 (4.20%) Git
2 25 (3.50%) Visual Studio Code
3 8 (1.12%) JIRA
4 5 (0.70%) 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
1 311 (43.56%) Analytical Skills
2 294 (41.18%) Social Skills
3 243 (34.03%) Finance
4 90 (12.61%) Retail
5 83 (11.62%) Marketing
6 75 (10.50%) Law
7 72 (10.08%) Inclusion and Diversity
8 54 (7.56%) Manufacturing
9 49 (6.86%) Public Sector
10 46 (6.44%) Back Office
11 44 (6.16%) Military
12 40 (5.60%) Telecoms
13 31 (4.34%) Organisational Skills
14 27 (3.78%) Banking
15 23 (3.22%) Influencing Skills
16 18 (2.52%) Presentation Skills
17 15 (2.10%) Financial Institution
18 14 (1.96%) Legal
19 13 (1.82%) Documentation Skills
20 12 (1.68%) Advertising
Job Titles
1 183 (25.63%) Analyst
2 122 (17.09%) Senior
3 105 (14.71%) Data Analyst
4 64 (8.96%) Developer
5 63 (8.82%) Lead
6 54 (7.56%) Data Engineer
7 44 (6.16%) Data Scientist
8 39 (5.46%) Consultant
9 35 (4.90%) Data Manager
10 33 (4.62%) Analytics Manager
11 31 (4.34%) Software Engineer
12 30 (4.20%) Senior Analyst
13 26 (3.64%) Trainee
14 22 (3.08%) Artificial Intelligence Programmer
14 22 (3.08%) Programmer
14 22 (3.08%) Senior Data Analyst
14 22 (3.08%) Trainee Programmer
15 21 (2.94%) Performance Analyst
16 20 (2.80%) Data Consultant
16 20 (2.80%) Power BI Analyst
Libraries, Frameworks & Software Standards
1 40 (5.60%) Pandas
1 40 (5.60%) scikit-learn
2 35 (4.90%) Streamlit
3 34 (4.76%) Matplotlib
4 31 (4.34%) NumPy
5 26 (3.64%) React
6 25 (3.50%) .NET
6 25 (3.50%) Hugging Face
7 21 (2.94%) PySpark
8 17 (2.38%) PyTorch
9 16 (2.24%) CSS
9 16 (2.24%) Kafka
10 14 (1.96%) HTML
11 11 (1.54%) jQuery
11 11 (1.54%) REST
12 10 (1.40%) CSS3
12 10 (1.40%) HTML5
12 10 (1.40%) LESS
12 10 (1.40%) Sass
12 10 (1.40%) TensorFlow
Miscellaneous
1 63 (8.82%) Algorithms
2 43 (6.02%) Management Information System
3 35 (4.90%) Onboarding
4 30 (4.20%) Product Ownership
5 23 (3.22%) Analytical Mindset
6 21 (2.94%) Cloud Native
7 19 (2.66%) Data Structures
8 15 (2.10%) Blog
8 15 (2.10%) Greenfield Project
9 12 (1.68%) Self-Motivation
10 11 (1.54%) NHS
11 10 (1.40%) SCADA
12 9 (1.26%) Data Protection Act
12 9 (1.26%) Social Media
13 8 (1.12%) Educational Technology
13 8 (1.12%) IoT
14 7 (0.98%) AI Agents
14 7 (0.98%) Clustering
14 7 (0.98%) Legacy Systems
14 7 (0.98%) Marketing Technology
Operating Systems
1 11 (1.54%) Linux
2 5 (0.70%) 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
1 396 (55.46%) Data Visualisation
2 375 (52.52%) Analytics
2 375 (52.52%) Business Intelligence
3 252 (35.29%) Decision-Making
4 227 (31.79%) AI
5 200 (28.01%) Problem-Solving
6 182 (25.49%) Machine Learning
7 173 (24.23%) Data Analysis
8 168 (23.53%) Data Modelling
9 161 (22.55%) Actionable Insight
10 158 (22.13%) Data Science
11 136 (19.05%) Agile
12 127 (17.79%) Data Governance
13 110 (15.41%) Continuous Improvement
14 106 (14.85%) Data Engineering
15 95 (13.31%) Data Analytics
15 95 (13.31%) Data-Driven Decision Making
16 92 (12.89%) Dashboard Development
17 86 (12.04%) Data Pipeline
18 81 (11.34%) Stakeholder Management
Programming Languages
1 350 (49.02%) SQL
2 313 (43.84%) Python
3 50 (7.00%) JavaScript
4 49 (6.86%) R
5 44 (6.16%) Data Analysis Expressions
6 43 (6.02%) C#
7 34 (4.76%) TypeScript
8 16 (2.24%) C++
8 16 (2.24%) Java
9 14 (1.96%) T-SQL
10 11 (1.54%) Scala
11 9 (1.26%) VBA
12 6 (0.84%) C
12 6 (0.84%) Julia
12 6 (0.84%) Ladder Logic
12 6 (0.84%) Rust
13 4 (0.56%) Bash
13 4 (0.56%) Go
13 4 (0.56%) Kusto Query Language
13 4 (0.56%) MATLAB
Qualifications
1 144 (20.17%) Degree
2 69 (9.66%) Security Cleared
3 41 (5.74%) SC Cleared
4 27 (3.78%) AWS Certification
5 25 (3.50%) AWS Certified Cloud Practitioner
6 16 (2.24%) DBS Check
7 14 (1.96%) DV Cleared
8 13 (1.82%) Computer Science Degree
8 13 (1.82%) Master's Degree
8 13 (1.82%) Numerate Degree
9 11 (1.54%) BPSS Clearance
9 11 (1.54%) Microsoft Certification
10 10 (1.40%) Azure Certification
11 9 (1.26%) Postgraduate
12 5 (0.70%) HNC
12 5 (0.70%) HND
13 4 (0.56%) Chartered Engineer
14 3 (0.42%) ACCA
14 3 (0.42%) CIMA
14 3 (0.42%) PhD
Quality Assurance & Compliance
1 169 (23.67%) Data Quality
2 47 (6.58%) GDPR
3 38 (5.32%) QA
4 28 (3.92%) Accessibility
5 15 (2.10%) California Consumer Privacy Act
6 9 (1.26%) Actionable Recommendations
7 5 (0.70%) ISO/IEC 27001
7 5 (0.70%) NIST
7 5 (0.70%) PMO
8 4 (0.56%) IEC 61131
8 4 (0.56%) ISO/IEC 15288
8 4 (0.56%) NIST 800
9 2 (0.28%) ISO 19650
9 2 (0.28%) SOC 2
10 1 (0.14%) EU AI Act
10 1 (0.14%) GRC
10 1 (0.14%) HIPAA
10 1 (0.14%) PERC
10 1 (0.14%) SLA
System Software
1 20 (2.80%) Docker
2 5 (0.70%) Active Directory
3 3 (0.42%) VMware Infrastructure
4 1 (0.14%) Apache Flume
Systems Management
1 22 (3.08%) Kubernetes
1 22 (3.08%) Terraform
2 4 (0.56%) Ansible
2 4 (0.56%) Grafana
3 3 (0.42%) Kubeflow
3 3 (0.42%) Prometheus
3 3 (0.42%) SCCM
4 2 (0.28%) Microsoft Clustering
5 1 (0.14%) MOM
5 1 (0.14%) SysTrack
Vendors
1 142 (19.89%) Microsoft
2 58 (8.12%) Databricks
2 58 (8.12%) Google
3 30 (4.20%) SAP
4 15 (2.10%) Oracle
5 8 (1.12%) IBM
5 8 (1.12%) MicroStrategy
5 8 (1.12%) Siemens
5 8 (1.12%) SYSPRO
6 7 (0.98%) Informatica
6 7 (0.98%) Salesforce
7 5 (0.70%) Adobe
7 5 (0.70%) Cognos
7 5 (0.70%) Hotjar
8 4 (0.56%) Alteryx
8 4 (0.56%) OpenAI
9 3 (0.42%) CA Agile Central
9 3 (0.42%) Foundry
9 3 (0.42%) Snow
9 3 (0.42%) VMware