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

6 months to
11 Aug 2026
Same period 2025 Same period 2024
Rank 276 131 97
Rank change year-on-year -145 -34 +46
Permanent jobs citing Visualisation 726 1,200 2,154
As % of all permanent jobs in the UK 0.68% 2.41% 2.58%
As % of the Processes & Methodologies category 0.93% 2.70% 3.18%
Number of salaries quoted 476 587 877
10th Percentile £30,750 £38,947 £38,200
25th Percentile £35,285 £42,500 £46,250
Median annual salary (50th Percentile) £50,000 £57,201 £60,500
Median % change year-on-year -12.59% -5.45% +0.83%
75th Percentile £75,000 £75,000 £80,000
90th Percentile £95,000 £100,000 £91,250
UK excluding London median annual salary £41,000 £52,000 £55,000
% change year-on-year -21.15% -5.45% +5.77%

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 78,019 44,452 67,790
As % of all permanent jobs advertised in the UK 73.52% 89.29% 81.16%
Number of salaries quoted 53,759 25,267 43,796
10th Percentile £30,750 £28,500 £31,250
25th Percentile £41,250 £37,000 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -9.09%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £48,000 £50,000
% change year-on-year +14.58% -4.00% -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 11 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 11 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 -117 668 £49,438 -14.02% 687
UK excluding London -133 419 £41,000 -21.15% 445
London -110 262 £70,000 +7.69% 337
Work from Home -139 213 £55,000 -4.35% 234
North of England -19 158 £40,000 -21.57% 111
North West +1 109 £40,000 -20.00% 57
Midlands -69 86 £47,085 +4.63% 73
South East -95 75 £46,250 -7.50% 117
South West -122 51 £43,750 -12.50% 56
West Midlands -57 44 £40,000 -25.50% 46
East Midlands -39 42 £70,000 +62.79% 27
Yorkshire -24 40 £37,500 -30.23% 38
Wales -41 21 £66,000 +50.00% 8
East of England -56 16 £62,500 +3.49% 48
North East -59 9 £37,500 -16.67% 17
Scotland -74 9 £43,750 -37.50% 28
Northern Ireland -70 3 - - 10

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 37 (5.10%) Jupyter
2 24 (3.31%) Apache Spark
3 20 (2.75%) SharePoint
4 16 (2.20%) Apache Airflow
5 9 (1.24%) SAS
6 5 (0.69%) Apache
7 4 (0.55%) ArcGIS
8 2 (0.28%) IIS
8 2 (0.28%) WinCC
8 2 (0.28%) WordPress
9 1 (0.14%) Apache Superset
9 1 (0.14%) Confluence
9 1 (0.14%) GeoServer
9 1 (0.14%) Palantir Foundry
Applications
1 108 (14.88%) Microsoft Excel
2 39 (5.37%) Chatbot
3 22 (3.03%) Microsoft Office
4 15 (2.07%) Microsoft PowerPoint
5 7 (0.96%) CATIA
6 5 (0.69%) Spreadsheet
7 4 (0.55%) Blender
7 4 (0.55%) Maya
8 3 (0.41%) Microsoft Project
9 2 (0.28%) EPLAN
9 2 (0.28%) Lightworks
9 2 (0.28%) Windchill
10 1 (0.14%) 3ds Max
10 1 (0.14%) CINEMA 4D
10 1 (0.14%) MS Visio
10 1 (0.14%) Photoshop
10 1 (0.14%) SPSS
Business Applications
1 19 (2.62%) SAP PM
2 5 (0.69%) 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 (48.48%) Power Platform
2 162 (22.31%) Azure
3 155 (21.35%) AWS
4 68 (9.37%) GCP
5 50 (6.89%) dbt
6 41 (5.65%) Cloud Computing
7 37 (5.10%) Snowflake
8 31 (4.27%) SaaS
9 30 (4.13%) Azure Data Factory
10 29 (3.99%) Azure DevOps
11 27 (3.72%) Microsoft 365
12 25 (3.44%) Power Automate
13 24 (3.31%) PowerApps
14 23 (3.17%) Google Analytics
15 21 (2.89%) Microsoft Purview
16 16 (2.20%) Dynamics 365
17 14 (1.93%) Azure Machine Learning
18 13 (1.79%) GitHub
19 11 (1.52%) Dataform
20 8 (1.10%) Serverless
Communications & Networking
1 12 (1.65%) Broadband
2 6 (0.83%) 5G
2 6 (0.83%) Internet
3 5 (0.69%) Modbus
4 4 (0.55%) MQTT
4 4 (0.55%) 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
1 352 (48.48%) Power BI
2 184 (25.34%) Tableau
3 70 (9.64%) Data Warehouse
4 55 (7.58%) Looker
5 36 (4.96%) SQL Server
6 34 (4.68%) Power Query
7 26 (3.58%) SQL Server Integration Services
8 25 (3.44%) Data Lake
8 25 (3.44%) Metadata
9 22 (3.03%) BigQuery
9 22 (3.03%) Data Mining
9 22 (3.03%) SQL Server Reporting Services
10 20 (2.75%) Amazon QuickSight
11 18 (2.48%) Big Data
12 16 (2.20%) GIS
12 16 (2.20%) Relational Database
13 12 (1.65%) PostgreSQL
13 12 (1.65%) QlikView
14 11 (1.52%) NoSQL
15 9 (1.24%) Azure SQL Database
Development Applications
1 37 (5.10%) Visual Studio Code
2 29 (3.99%) Git
3 8 (1.10%) JIRA
4 7 (0.96%) Rational DOORS
5 6 (0.83%) Jenkins
6 4 (0.55%) Vite
7 3 (0.41%) GitLab
7 3 (0.41%) MLflow
7 3 (0.41%) Selenium
7 3 (0.41%) Visual Studio
8 1 (0.14%) CocoaPods
8 1 (0.14%) Cypress.io
8 1 (0.14%) ER Studio
8 1 (0.14%) ERwin
8 1 (0.14%) ESLint
8 1 (0.14%) fastlane
8 1 (0.14%) RStudio
8 1 (0.14%) Storybook
8 1 (0.14%) Xcode
8 1 (0.14%) Yeoman
General
1 310 (42.70%) Analytical Skills
2 298 (41.05%) Social Skills
3 250 (34.44%) Finance
4 99 (13.64%) Retail
5 83 (11.43%) Law
6 77 (10.61%) Inclusion and Diversity
6 77 (10.61%) Marketing
7 67 (9.23%) Manufacturing
8 48 (6.61%) Public Sector
9 46 (6.34%) Back Office
10 44 (6.06%) Military
11 39 (5.37%) Telecoms
12 28 (3.86%) Organisational Skills
13 27 (3.72%) Banking
14 18 (2.48%) Presentation Skills
15 17 (2.34%) Influencing Skills
16 15 (2.07%) Legal
17 14 (1.93%) Financial Institution
18 13 (1.79%) Documentation Skills
19 10 (1.38%) Advertising
Job Titles
1 177 (24.38%) Analyst
2 128 (17.63%) Senior
3 105 (14.46%) Data Analyst
4 72 (9.92%) Developer
5 57 (7.85%) Lead
6 56 (7.71%) Data Engineer
7 45 (6.20%) Data Scientist
8 39 (5.37%) Consultant
8 39 (5.37%) Trainee
9 37 (5.10%) Data Manager
10 34 (4.68%) Artificial Intelligence Programmer
10 34 (4.68%) Programmer
10 34 (4.68%) Trainee Programmer
11 33 (4.55%) Analytics Manager
12 30 (4.13%) Software Engineer
13 29 (3.99%) Senior Analyst
14 21 (2.89%) Performance Analyst
14 21 (2.89%) Power BI Analyst
14 21 (2.89%) Senior Data Analyst
15 20 (2.75%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 52 (7.16%) Pandas
2 51 (7.02%) scikit-learn
3 46 (6.34%) Matplotlib
4 45 (6.20%) Streamlit
5 43 (5.92%) NumPy
6 37 (5.10%) Hugging Face
7 30 (4.13%) React
8 25 (3.44%) .NET
9 22 (3.03%) Kafka
10 19 (2.62%) PySpark
11 15 (2.07%) CSS
11 15 (2.07%) PyTorch
12 14 (1.93%) HTML
13 11 (1.52%) jQuery
13 11 (1.52%) REST
14 10 (1.38%) Ajax
14 10 (1.38%) CSS3
14 10 (1.38%) HTML5
14 10 (1.38%) LESS
14 10 (1.38%) Sass
Miscellaneous
1 75 (10.33%) Algorithms
2 43 (5.92%) Management Information System
3 32 (4.41%) Onboarding
4 30 (4.13%) Product Ownership
5 24 (3.31%) Analytical Mindset
6 22 (3.03%) Data Structures
7 21 (2.89%) Cloud Native
8 15 (2.07%) Greenfield Project
9 14 (1.93%) Blog
9 14 (1.93%) Social Media
10 13 (1.79%) Self-Motivation
11 10 (1.38%) IoT
11 10 (1.38%) NHS
11 10 (1.38%) SCADA
12 9 (1.24%) Data Protection Act
13 8 (1.10%) AI Agents
13 8 (1.10%) Educational Technology
13 8 (1.10%) Legacy Systems
14 7 (0.96%) Clustering
14 7 (0.96%) Distributed Systems
Operating Systems
1 13 (1.79%) Linux
2 7 (0.96%) Unix
3 3 (0.41%) Windows
4 2 (0.28%) Apple iOS
4 2 (0.28%) Windows Server
5 1 (0.14%) Android
Processes & Methodologies
1 405 (55.79%) Data Visualisation
2 375 (51.65%) Business Intelligence
3 364 (50.14%) Analytics
4 249 (34.30%) Decision-Making
5 234 (32.23%) AI
6 198 (27.27%) Problem-Solving
7 191 (26.31%) Machine Learning
8 176 (24.24%) Data Analysis
9 166 (22.87%) Data Modelling
10 162 (22.31%) Data Science
11 153 (21.07%) Actionable Insight
12 139 (19.15%) Agile
13 137 (18.87%) Data Governance
14 108 (14.88%) Continuous Improvement
15 102 (14.05%) Data Engineering
16 95 (13.09%) Data Analytics
17 94 (12.95%) Data-Driven Decision Making
18 92 (12.67%) Dashboard Development
19 90 (12.40%) Data Pipeline
20 82 (11.29%) Data Management
Programming Languages
1 346 (47.66%) SQL
2 327 (45.04%) Python
3 54 (7.44%) JavaScript
4 48 (6.61%) R
5 46 (6.34%) C#
6 42 (5.79%) Data Analysis Expressions
7 34 (4.68%) TypeScript
8 23 (3.17%) Java
9 22 (3.03%) C++
10 15 (2.07%) Scala
11 13 (1.79%) T-SQL
12 12 (1.65%) VBA
13 7 (0.96%) C
13 7 (0.96%) MATLAB
14 6 (0.83%) Julia
14 6 (0.83%) Rust
15 4 (0.55%) Bash
15 4 (0.55%) Kusto Query Language
15 4 (0.55%) Ladder Logic
15 4 (0.55%) PowerShell
Qualifications
1 143 (19.70%) Degree
2 71 (9.78%) Security Cleared
3 42 (5.79%) SC Cleared
4 39 (5.37%) AWS Certification
5 37 (5.10%) AWS Certified Cloud Practitioner
6 17 (2.34%) DV Cleared
7 16 (2.20%) DBS Check
8 15 (2.07%) Computer Science Degree
9 14 (1.93%) BPSS Clearance
9 14 (1.93%) Master's Degree
10 13 (1.79%) Microsoft Certification
11 11 (1.52%) Numerate Degree
12 10 (1.38%) Azure Certification
13 9 (1.24%) Postgraduate
14 3 (0.41%) ACCA
14 3 (0.41%) CIMA
14 3 (0.41%) PhD
15 2 (0.28%) Chartered Engineer
15 2 (0.28%) MBA
15 2 (0.28%) PMP
Quality Assurance & Compliance
1 163 (22.45%) Data Quality
2 51 (7.02%) GDPR
3 40 (5.51%) QA
4 21 (2.89%) Accessibility
5 15 (2.07%) California Consumer Privacy Act
6 9 (1.24%) Actionable Recommendations
7 7 (0.96%) ISO/IEC 15288
8 5 (0.69%) ISO/IEC 27001
8 5 (0.69%) NIST
8 5 (0.69%) PMO
9 4 (0.55%) NIST 800
10 3 (0.41%) IEC 61131
11 2 (0.28%) ISO 19650
11 2 (0.28%) SOC 2
12 1 (0.14%) EU AI Act
12 1 (0.14%) GRC
12 1 (0.14%) HIPAA
12 1 (0.14%) PERC
12 1 (0.14%) SLA
System Software
1 22 (3.03%) Docker
2 5 (0.69%) Active Directory
3 4 (0.55%) VMware Infrastructure
4 1 (0.14%) Apache Flume
Systems Management
1 23 (3.17%) Kubernetes
2 22 (3.03%) Terraform
3 5 (0.69%) Grafana
4 4 (0.55%) Prometheus
4 4 (0.55%) SCCM
5 3 (0.41%) Ansible
5 3 (0.41%) Kubeflow
6 2 (0.28%) Microsoft Clustering
7 1 (0.14%) MOM
7 1 (0.14%) SysTrack
Vendors
1 154 (21.21%) Microsoft
2 54 (7.44%) Google
3 53 (7.30%) Databricks
4 29 (3.99%) SAP
5 18 (2.48%) Oracle
6 12 (1.65%) IBM
7 9 (1.24%) Salesforce
8 8 (1.10%) MicroStrategy
8 8 (1.10%) SYSPRO
9 7 (0.96%) Informatica
10 6 (0.83%) Siemens
11 5 (0.69%) Alteryx
11 5 (0.69%) Cognos
11 5 (0.69%) Hotjar
12 4 (0.55%) Adobe
12 4 (0.55%) Snow
12 4 (0.55%) VMware
13 3 (0.41%) Cognizant
13 3 (0.41%) JD Edwards
13 3 (0.41%) OpenAI