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

6 months to
25 Jul 2026
Same period 2025 Same period 2024
Rank 280 126 97
Rank change year-on-year -154 -29 +43
Permanent jobs citing Visualisation 712 1,204 2,330
As % of all permanent jobs in the UK 0.71% 2.45% 2.59%
As % of the Processes & Methodologies category 0.96% 2.73% 3.17%
Number of salaries quoted 502 594 1,028
10th Percentile £30,750 £38,786 £38,750
25th Percentile £34,500 £42,750 £42,725
Median annual salary (50th Percentile) £48,373 £57,500 £60,000
Median % change year-on-year -15.87% -4.17% -
75th Percentile £70,000 £76,250 £76,438
90th Percentile £93,750 £100,000 £87,500
UK excluding London median annual salary £40,000 £52,500 £53,500
% change year-on-year -23.81% -1.87% +6.49%

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 74,263 44,137 73,415
As % of all permanent jobs advertised in the UK 73.70% 89.84% 81.67%
Number of salaries quoted 51,228 24,998 49,763
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £97,500 £93,750
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -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 25 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 25 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 -108 669 £47,500 -17.39% 423
UK excluding London -121 421 £40,000 -23.81% 290
London -120 242 £70,000 +7.69% 187
Work from Home -140 207 £55,000 -4.35% 138
North of England -5 161 £37,500 -28.57% 78
North West +2 109 £40,000 -20.00% 44
Midlands -57 91 £42,500 -5.56% 49
South East -96 79 £47,500 -5.00% 86
South West -109 55 £45,000 -5.26% 42
West Midlands -42 47 £38,750 -28.69% 31
East Midlands -45 44 £47,500 +10.47% 18
Yorkshire -30 42 £37,500 -38.26% 22
East of England -33 20 £54,000 -32.50% 20
North East -50 10 £37,500 -16.67% 14
Scotland -77 7 £37,500 -46.43% 9
Wales -52 5 £66,000 - 5
Northern Ireland -66 3 - - 5

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 (7.58%) Jupyter
2 27 (3.79%) Apache Spark
3 23 (3.23%) SharePoint
4 19 (2.67%) Apache Airflow
5 10 (1.40%) SAS
6 5 (0.70%) Apache
7 4 (0.56%) ArcGIS
8 2 (0.28%) IIS
8 2 (0.28%) WordPress
9 1 (0.14%) CMS
9 1 (0.14%) Confluence
9 1 (0.14%) GeoServer
Applications
1 109 (15.31%) Microsoft Excel
2 56 (7.87%) Chatbot
3 20 (2.81%) Microsoft Office
4 15 (2.11%) Microsoft PowerPoint
5 9 (1.26%) CATIA
6 6 (0.84%) Blender
6 6 (0.84%) Maya
6 6 (0.84%) Spreadsheet
7 3 (0.42%) 3ds Max
7 3 (0.42%) CINEMA 4D
7 3 (0.42%) MS Visio
8 2 (0.28%) Lightworks
8 2 (0.28%) Microsoft Project
8 2 (0.28%) Windchill
9 1 (0.14%) Photoshop
9 1 (0.14%) SPSS
Business Applications
1 19 (2.67%) 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%) SAP CO
3 1 (0.14%) SystmOne
Cloud Services
1 347 (48.74%) Power Platform
2 152 (21.35%) Azure
3 150 (21.07%) AWS
4 59 (8.29%) Cloud Computing
5 56 (7.87%) GCP
6 44 (6.18%) dbt
7 32 (4.49%) Azure Data Factory
7 32 (4.49%) SaaS
7 32 (4.49%) Snowflake
8 31 (4.35%) Microsoft 365
9 27 (3.79%) Azure DevOps
9 27 (3.79%) PowerApps
10 25 (3.51%) Power Automate
11 21 (2.95%) Microsoft Purview
12 17 (2.39%) Dynamics 365
13 16 (2.25%) Google Analytics
14 12 (1.69%) GitHub
15 11 (1.54%) Azure Machine Learning
15 11 (1.54%) Dataform
16 9 (1.26%) Azure Synapse Analytics
Communications & Networking
1 14 (1.97%) Broadband
2 6 (0.84%) 5G
2 6 (0.84%) Internet
3 4 (0.56%) Modbus
3 4 (0.56%) MQTT
4 3 (0.42%) Wireless
5 2 (0.28%) HTTP
5 2 (0.28%) LoRaWAN
5 2 (0.28%) Network Security
5 2 (0.28%) TCP/IP
6 1 (0.14%) AMQP
6 1 (0.14%) Intranet
6 1 (0.14%) PPP
6 1 (0.14%) Profibus
6 1 (0.14%) VoIP
Database & Business Intelligence
1 347 (48.74%) Power BI
2 163 (22.89%) Tableau
3 68 (9.55%) Data Warehouse
4 40 (5.62%) Looker
4 40 (5.62%) SQL Server
5 32 (4.49%) Power Query
6 26 (3.65%) SQL Server Integration Services
7 25 (3.51%) Data Lake
8 22 (3.09%) SQL Server Reporting Services
9 21 (2.95%) Metadata
10 20 (2.81%) BigQuery
11 19 (2.67%) Big Data
12 18 (2.53%) Relational Database
13 16 (2.25%) GIS
14 12 (1.69%) QlikView
15 11 (1.54%) NoSQL
15 11 (1.54%) PostgreSQL
16 9 (1.26%) Amazon Redshift
16 9 (1.26%) Azure SQL Database
17 8 (1.12%) Delta Lake
Development Applications
1 54 (7.58%) Visual Studio Code
2 31 (4.35%) Git
3 9 (1.26%) Rational DOORS
4 8 (1.12%) JIRA
5 6 (0.84%) Jenkins
6 4 (0.56%) Visual Studio
6 4 (0.56%) Vite
7 3 (0.42%) GitLab
7 3 (0.42%) MLflow
7 3 (0.42%) Selenium
8 2 (0.28%) ESLint
8 2 (0.28%) Storybook
9 1 (0.14%) CocoaPods
9 1 (0.14%) Cypress.io
9 1 (0.14%) fastlane
9 1 (0.14%) RStudio
9 1 (0.14%) Xcode
9 1 (0.14%) Yeoman
General
1 291 (40.87%) Analytical Skills
2 284 (39.89%) Social Skills
3 235 (33.01%) Finance
4 107 (15.03%) Retail
5 89 (12.50%) Manufacturing
6 82 (11.52%) Law
7 79 (11.10%) Inclusion and Diversity
8 48 (6.74%) Public Sector
9 47 (6.60%) Marketing
10 43 (6.04%) Military
11 39 (5.48%) Telecoms
12 30 (4.21%) Back Office
12 30 (4.21%) Banking
13 24 (3.37%) Organisational Skills
14 16 (2.25%) Presentation Skills
15 15 (2.11%) Influencing Skills
15 15 (2.11%) Legal
16 13 (1.83%) Documentation Skills
16 13 (1.83%) Financial Institution
17 12 (1.69%) Front Office
Job Titles
1 166 (23.31%) Analyst
2 118 (16.57%) Senior
3 100 (14.04%) Data Analyst
4 82 (11.52%) Developer
5 59 (8.29%) Data Engineer
6 56 (7.87%) Trainee
7 51 (7.16%) Artificial Intelligence Programmer
7 51 (7.16%) Data Scientist
7 51 (7.16%) Programmer
7 51 (7.16%) Trainee Programmer
8 46 (6.46%) Lead
9 38 (5.34%) Consultant
10 36 (5.06%) Data Manager
11 28 (3.93%) Software Engineer
12 25 (3.51%) Senior Analyst
13 23 (3.23%) Analytics Manager
13 23 (3.23%) Power BI Analyst
14 22 (3.09%) Business Intelligence Analyst
15 21 (2.95%) Performance Analyst
16 20 (2.81%) Data Consultant
Libraries, Frameworks & Software Standards
1 69 (9.69%) Pandas
2 68 (9.55%) scikit-learn
3 63 (8.85%) Matplotlib
4 60 (8.43%) NumPy
4 60 (8.43%) Streamlit
5 54 (7.58%) Hugging Face
6 37 (5.20%) React
7 27 (3.79%) .NET
8 26 (3.65%) PySpark
9 25 (3.51%) Kafka
10 17 (2.39%) CSS
11 16 (2.25%) HTML
12 14 (1.97%) PyTorch
13 12 (1.69%) CSS3
13 12 (1.69%) HTML5
13 12 (1.69%) jQuery
13 12 (1.69%) REST
13 12 (1.69%) WebSockets
14 11 (1.54%) Ajax
14 11 (1.54%) Sass
Miscellaneous
1 86 (12.08%) Algorithms
2 41 (5.76%) Management Information System
3 28 (3.93%) Product Ownership
4 27 (3.79%) Analytical Mindset
5 23 (3.23%) Data Structures
6 19 (2.67%) Cloud Native
7 15 (2.11%) Social Media
8 13 (1.83%) Blog
9 11 (1.54%) Greenfield Project
9 11 (1.54%) IoT
9 11 (1.54%) NHS
9 11 (1.54%) Self-Motivation
10 10 (1.40%) Onboarding
11 9 (1.26%) Legacy Systems
12 8 (1.12%) Data Protection Act
12 8 (1.12%) Fixed Income
12 8 (1.12%) Foreign Exchange (FX)
13 7 (0.98%) Augmented Reality
13 7 (0.98%) Clustering
13 7 (0.98%) SCADA
Operating Systems
1 12 (1.69%) Linux
2 7 (0.98%) Unix
3 3 (0.42%) Windows
4 2 (0.28%) Apple iOS
4 2 (0.28%) Windows Server
5 1 (0.14%) Android
Processes & Methodologies
1 376 (52.81%) Data Visualisation
2 346 (48.60%) Business Intelligence
3 318 (44.66%) Analytics
4 233 (32.72%) AI
5 225 (31.60%) Decision-Making
6 199 (27.95%) Problem-Solving
7 181 (25.42%) Machine Learning
8 161 (22.61%) Data Modelling
9 157 (22.05%) Data Analysis
10 137 (19.24%) Data Science
11 135 (18.96%) Data Governance
12 127 (17.84%) Agile
13 122 (17.13%) Actionable Insight
14 103 (14.47%) Continuous Improvement
15 90 (12.64%) Data Engineering
16 85 (11.94%) Dashboard Development
16 85 (11.94%) Data Pipeline
16 85 (11.94%) Data-Driven Decision Making
17 84 (11.80%) Data Analytics
18 82 (11.52%) Workflow
Programming Languages
1 324 (45.51%) Python
2 319 (44.80%) SQL
3 59 (8.29%) JavaScript
4 51 (7.16%) C#
5 45 (6.32%) Data Analysis Expressions
6 42 (5.90%) R
7 38 (5.34%) TypeScript
8 26 (3.65%) Java
9 24 (3.37%) C++
10 16 (2.25%) VBA
11 15 (2.11%) Scala
12 13 (1.83%) T-SQL
13 9 (1.26%) MATLAB
14 8 (1.12%) C
15 6 (0.84%) Julia
15 6 (0.84%) Rust
16 5 (0.70%) Bash
17 4 (0.56%) PowerShell
17 4 (0.56%) VB
17 4 (0.56%) VBScript
Qualifications
1 139 (19.52%) Degree
2 68 (9.55%) Security Cleared
3 57 (8.01%) AWS Certification
4 54 (7.58%) AWS Certified Cloud Practitioner
5 41 (5.76%) SC Cleared
6 18 (2.53%) Computer Science Degree
6 18 (2.53%) DBS Check
6 18 (2.53%) Master's Degree
7 17 (2.39%) DV Cleared
8 16 (2.25%) BPSS Clearance
9 15 (2.11%) Microsoft Certification
10 11 (1.54%) Azure Certification
11 9 (1.26%) Postgraduate
12 8 (1.12%) Numerate Degree
13 4 (0.56%) ACCA
13 4 (0.56%) APMP
13 4 (0.56%) CIMA
13 4 (0.56%) MBA
13 4 (0.56%) PhD
14 2 (0.28%) PMP
Quality Assurance & Compliance
1 147 (20.65%) Data Quality
2 51 (7.16%) GDPR
3 40 (5.62%) QA
4 20 (2.81%) Accessibility
5 14 (1.97%) California Consumer Privacy Act
6 9 (1.26%) ISO/IEC 15288
7 8 (1.12%) Actionable Recommendations
8 5 (0.70%) ISO/IEC 27001
8 5 (0.70%) NIST
9 4 (0.56%) NIST 800
9 4 (0.56%) PMO
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%) IEC 61131
11 1 (0.14%) PERC
11 1 (0.14%) SLA
System Software
1 23 (3.23%) Docker
2 5 (0.70%) Active Directory
3 4 (0.56%) VMware Infrastructure
4 1 (0.14%) Apache Flume
Systems Management
1 23 (3.23%) Terraform
2 19 (2.67%) Kubernetes
3 6 (0.84%) Grafana
3 6 (0.84%) Prometheus
4 4 (0.56%) SCCM
5 3 (0.42%) Kubeflow
6 2 (0.28%) Microsoft Clustering
6 2 (0.28%) MOM
7 1 (0.14%) Ansible
7 1 (0.14%) SysTrack
Vendors
1 174 (24.44%) Microsoft
2 48 (6.74%) Google
3 46 (6.46%) Databricks
4 27 (3.79%) SAP
5 17 (2.39%) Oracle
6 14 (1.97%) IBM
7 9 (1.26%) Salesforce
8 8 (1.12%) Alteryx
8 8 (1.12%) Cognos
8 8 (1.12%) Informatica
8 8 (1.12%) MicroStrategy
8 8 (1.12%) SYSPRO
9 5 (0.70%) Hotjar
10 4 (0.56%) Adobe
10 4 (0.56%) JD Edwards
10 4 (0.56%) Snow
10 4 (0.56%) Talend
10 4 (0.56%) VMware
11 3 (0.42%) Cognizant
11 3 (0.42%) OpenAI