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

6 months to
16 Jul 2026
Same period 2025 Same period 2024
Rank 285 120 97
Rank change year-on-year -165 -23 +40
Permanent jobs citing Visualisation 687 1,219 2,621
As % of all permanent jobs in the UK 0.70% 2.48% 2.60%
As % of the Processes & Methodologies category 0.94% 2.75% 3.16%
Number of salaries quoted 490 603 1,246
10th Percentile £30,000 £37,550 £36,750
25th Percentile £34,500 £42,500 £42,725
Median annual salary (50th Percentile) £48,373 £57,500 £57,500
Median % change year-on-year -15.87% - -4.17%
75th Percentile £69,750 £76,545 £75,000
90th Percentile £93,750 £100,000 £87,500
UK excluding London median annual salary £40,000 £52,500 £52,500
% change year-on-year -23.81% - -

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 72,823 44,302 82,887
As % of all permanent jobs advertised in the UK 73.72% 90.16% 82.12%
Number of salaries quoted 50,276 24,855 57,929
10th Percentile £30,250 £28,750 £30,000
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,201 £55,000
Median % change year-on-year +4.89% +4.00% -8.84%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £98,750 £92,500
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 16 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 16 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 -136 644 £47,500 -17.39% 394
UK excluding London -135 414 £40,000 -23.81% 316
London -127 227 £75,000 +9.09% 139
Work from Home -132 198 £54,191 -1.47% 110
North of England -13 163 £37,500 -27.88% 85
North West +11 116 £40,000 -17.53% 43
Midlands -46 83 £40,000 -20.00% 57
South East -66 81 £50,000 - 88
South West -104 52 £45,000 -5.26% 40
West Midlands -49 45 £37,500 -31.82% 31
Yorkshire -30 40 £37,500 -38.26% 26
East Midlands -50 38 £47,500 +7.95% 26
East of England -34 19 £54,000 -32.50% 29
Scotland -75 8 £37,500 -46.43% 10
North East -58 7 £37,500 -16.67% 18
Wales -51 5 £66,000 - 4
Northern Ireland -59 3 - - 8

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 (7.86%) Jupyter
2 25 (3.64%) SharePoint
3 24 (3.49%) Apache Spark
4 20 (2.91%) Apache Airflow
5 10 (1.46%) SAS
6 6 (0.87%) Apache
7 2 (0.29%) ArcGIS
7 2 (0.29%) IIS
8 1 (0.15%) CMS
8 1 (0.15%) Confluence
8 1 (0.15%) GeoServer
8 1 (0.15%) WordPress
Applications
1 104 (15.14%) Microsoft Excel
2 56 (8.15%) Chatbot
3 20 (2.91%) Microsoft Office
4 18 (2.62%) Microsoft PowerPoint
5 9 (1.31%) CATIA
6 6 (0.87%) Blender
6 6 (0.87%) Maya
6 6 (0.87%) Spreadsheet
7 3 (0.44%) 3ds Max
7 3 (0.44%) CINEMA 4D
7 3 (0.44%) MS Visio
8 2 (0.29%) Lightworks
8 2 (0.29%) Windchill
9 1 (0.15%) Microsoft Project
9 1 (0.15%) Photoshop
Business Applications
1 19 (2.77%) SAP PM
2 5 (0.73%) Dynamics CRM
3 2 (0.29%) IBM Planning Analytics
3 2 (0.29%) SAP CO
4 1 (0.15%) Dynamics GP
4 1 (0.15%) Maximo
4 1 (0.15%) NetSuite
Cloud Services
1 331 (48.18%) Power Platform
2 144 (20.96%) Azure
3 139 (20.23%) AWS
4 62 (9.02%) Cloud Computing
5 52 (7.57%) GCP
6 35 (5.09%) dbt
7 33 (4.80%) Microsoft 365
8 31 (4.51%) Azure Data Factory
9 29 (4.22%) SaaS
10 28 (4.08%) PowerApps
11 27 (3.93%) Snowflake
12 26 (3.78%) Azure DevOps
13 24 (3.49%) Power Automate
14 20 (2.91%) Microsoft Purview
15 17 (2.47%) Dynamics 365
16 12 (1.75%) Google Analytics
17 11 (1.60%) Azure Machine Learning
17 11 (1.60%) Dataform
17 11 (1.60%) GitHub
18 8 (1.16%) Azure Synapse Analytics
Communications & Networking
1 14 (2.04%) Broadband
2 6 (0.87%) 5G
3 5 (0.73%) Internet
4 4 (0.58%) Modbus
4 4 (0.58%) MQTT
5 3 (0.44%) Wireless
6 2 (0.29%) HTTP
6 2 (0.29%) LoRaWAN
6 2 (0.29%) Network Security
6 2 (0.29%) TCP/IP
7 1 (0.15%) AMQP
7 1 (0.15%) Intranet
7 1 (0.15%) Profibus
7 1 (0.15%) VoIP
Database & Business Intelligence
1 331 (48.18%) Power BI
2 154 (22.42%) Tableau
3 61 (8.88%) Data Warehouse
4 38 (5.53%) SQL Server
5 33 (4.80%) Looker
6 27 (3.93%) Power Query
7 25 (3.64%) SQL Server Integration Services
8 21 (3.06%) BigQuery
9 20 (2.91%) Data Lake
9 20 (2.91%) SQL Server Reporting Services
10 18 (2.62%) Metadata
10 18 (2.62%) Relational Database
11 15 (2.18%) Big Data
12 14 (2.04%) GIS
13 12 (1.75%) NoSQL
14 10 (1.46%) Amazon Redshift
14 10 (1.46%) PostgreSQL
14 10 (1.46%) QlikView
15 8 (1.16%) Azure SQL Database
15 8 (1.16%) Data Mining
Development Applications
1 54 (7.86%) Visual Studio Code
2 34 (4.95%) Git
3 9 (1.31%) Rational DOORS
4 6 (0.87%) Jenkins
4 6 (0.87%) JIRA
5 4 (0.58%) Visual Studio
5 4 (0.58%) Vite
6 3 (0.44%) MLflow
6 3 (0.44%) Selenium
7 2 (0.29%) ESLint
7 2 (0.29%) GitLab
7 2 (0.29%) Storybook
8 1 (0.15%) CocoaPods
8 1 (0.15%) Cypress.io
8 1 (0.15%) fastlane
8 1 (0.15%) RStudio
8 1 (0.15%) Subversion
8 1 (0.15%) Xcode
8 1 (0.15%) Yeoman
General
1 275 (40.03%) Social Skills
2 271 (39.45%) Analytical Skills
3 221 (32.17%) Finance
4 107 (15.57%) Retail
5 85 (12.37%) Manufacturing
6 81 (11.79%) Law
7 80 (11.64%) Inclusion and Diversity
8 48 (6.99%) Public Sector
9 42 (6.11%) Military
10 38 (5.53%) Marketing
10 38 (5.53%) Telecoms
11 30 (4.37%) Back Office
12 29 (4.22%) Banking
13 22 (3.20%) Organisational Skills
14 16 (2.33%) Influencing Skills
14 16 (2.33%) Legal
15 13 (1.89%) Front Office
16 12 (1.75%) Documentation Skills
16 12 (1.75%) Financial Institution
16 12 (1.75%) Presentation Skills
Job Titles
1 151 (21.98%) Analyst
2 105 (15.28%) Senior
3 89 (12.95%) Data Analyst
4 87 (12.66%) Developer
5 56 (8.15%) Trainee
6 51 (7.42%) Artificial Intelligence Programmer
6 51 (7.42%) Data Engineer
6 51 (7.42%) Data Scientist
6 51 (7.42%) Programmer
6 51 (7.42%) Trainee Programmer
7 40 (5.82%) Lead
8 39 (5.68%) Consultant
9 31 (4.51%) Data Manager
10 25 (3.64%) Software Engineer
11 21 (3.06%) Performance Analyst
11 21 (3.06%) Power BI Analyst
12 20 (2.91%) Business Intelligence Analyst
12 20 (2.91%) Data Consultant
13 19 (2.77%) Business Intelligence Developer
13 19 (2.77%) Junior
Libraries, Frameworks & Software Standards
1 68 (9.90%) Pandas
1 68 (9.90%) scikit-learn
2 63 (9.17%) Matplotlib
3 60 (8.73%) NumPy
3 60 (8.73%) Streamlit
4 54 (7.86%) Hugging Face
5 39 (5.68%) React
6 29 (4.22%) .NET
7 25 (3.64%) PySpark
8 24 (3.49%) Kafka
9 22 (3.20%) CSS
10 21 (3.06%) HTML
11 15 (2.18%) WebSockets
12 14 (2.04%) PyTorch
13 13 (1.89%) CSS3
13 13 (1.89%) HTML5
13 13 (1.89%) jQuery
14 12 (1.75%) Ajax
14 12 (1.75%) REST
14 12 (1.75%) Sass
Miscellaneous
1 86 (12.52%) Algorithms
2 39 (5.68%) Management Information System
3 30 (4.37%) Product Ownership
4 27 (3.93%) Analytical Mindset
5 22 (3.20%) Data Structures
6 19 (2.77%) Cloud Native
7 15 (2.18%) Social Media
8 13 (1.89%) Blog
8 13 (1.89%) Onboarding
8 13 (1.89%) Self-Motivation
9 11 (1.60%) IoT
10 10 (1.46%) Fixed Income
10 10 (1.46%) Legacy Systems
10 10 (1.46%) NHS
11 9 (1.31%) Foreign Exchange (FX)
12 8 (1.16%) SCADA
13 7 (1.02%) Augmented Reality
13 7 (1.02%) Clustering
13 7 (1.02%) Data Protection Act
13 7 (1.02%) Virtual Reality
Operating Systems
1 11 (1.60%) Linux
2 7 (1.02%) Unix
3 5 (0.73%) Apple iOS
4 4 (0.58%) Android
5 2 (0.29%) Windows
5 2 (0.29%) Windows Server
Processes & Methodologies
1 363 (52.84%) Data Visualisation
2 326 (47.45%) Business Intelligence
3 298 (43.38%) Analytics
4 221 (32.17%) AI
5 211 (30.71%) Decision-Making
6 196 (28.53%) Problem-Solving
7 181 (26.35%) Machine Learning
8 159 (23.14%) Data Analysis
9 148 (21.54%) Data Modelling
10 128 (18.63%) Data Science
11 123 (17.90%) Data Governance
12 114 (16.59%) Agile
13 104 (15.14%) Actionable Insight
14 89 (12.95%) Continuous Improvement
15 82 (11.94%) Workflow
16 80 (11.64%) Data Pipeline
17 79 (11.50%) ETL
18 78 (11.35%) Data Analytics
19 77 (11.21%) Dashboard Development
19 77 (11.21%) Data-Driven Decision Making
Programming Languages
1 308 (44.83%) Python
2 294 (42.79%) SQL
3 67 (9.75%) JavaScript
4 51 (7.42%) C#
5 43 (6.26%) Data Analysis Expressions
6 38 (5.53%) TypeScript
7 37 (5.39%) R
8 27 (3.93%) Java
9 23 (3.35%) C++
10 20 (2.91%) VBA
11 13 (1.89%) Scala
11 13 (1.89%) T-SQL
12 9 (1.31%) C
12 9 (1.31%) MATLAB
13 6 (0.87%) Bash
13 6 (0.87%) Julia
13 6 (0.87%) Rust
14 5 (0.73%) VB
14 5 (0.73%) VBScript
15 4 (0.58%) Kusto Query Language
Qualifications
1 133 (19.36%) Degree
2 65 (9.46%) Security Cleared
3 57 (8.30%) AWS Certification
4 54 (7.86%) AWS Certified Cloud Practitioner
5 39 (5.68%) SC Cleared
6 22 (3.20%) Master's Degree
7 21 (3.06%) DBS Check
8 18 (2.62%) Computer Science Degree
9 17 (2.47%) DV Cleared
10 15 (2.18%) BPSS Clearance
10 15 (2.18%) Microsoft Certification
11 11 (1.60%) Azure Certification
12 9 (1.31%) Postgraduate
13 6 (0.87%) APMP
13 6 (0.87%) MBA
13 6 (0.87%) Numerate Degree
14 5 (0.73%) ACCA
14 5 (0.73%) CIMA
14 5 (0.73%) PhD
15 2 (0.29%) HND
Quality Assurance & Compliance
1 130 (18.92%) Data Quality
2 48 (6.99%) GDPR
3 36 (5.24%) QA
4 21 (3.06%) Accessibility
5 14 (2.04%) California Consumer Privacy Act
6 9 (1.31%) ISO/IEC 15288
7 5 (0.73%) Actionable Recommendations
7 5 (0.73%) ISO/IEC 27001
7 5 (0.73%) NIST
8 4 (0.58%) NIST 800
9 3 (0.44%) PMO
10 2 (0.29%) ISO 19650
11 1 (0.15%) GRC
11 1 (0.15%) IEC 61131
11 1 (0.15%) PERC
11 1 (0.15%) SLA
11 1 (0.15%) SOC 2
System Software
1 22 (3.20%) Docker
2 5 (0.73%) Active Directory
2 5 (0.73%) VMware Infrastructure
3 1 (0.15%) Apache Flume
Systems Management
1 23 (3.35%) Terraform
2 19 (2.77%) Kubernetes
3 6 (0.87%) Grafana
3 6 (0.87%) Prometheus
4 5 (0.73%) SCCM
5 3 (0.44%) Kubeflow
5 3 (0.44%) MOM
6 2 (0.29%) Ansible
6 2 (0.29%) Microsoft Clustering
7 1 (0.15%) SysTrack
Vendors
1 168 (24.45%) Microsoft
2 44 (6.40%) Google
3 41 (5.97%) Databricks
4 29 (4.22%) SAP
5 20 (2.91%) Oracle
6 16 (2.33%) IBM
7 10 (1.46%) Cognos
8 9 (1.31%) Adobe
9 8 (1.16%) Alteryx
9 8 (1.16%) MicroStrategy
9 8 (1.16%) Salesforce
10 7 (1.02%) Informatica
11 6 (0.87%) SYSPRO
12 5 (0.73%) Hotjar
12 5 (0.73%) Snow
12 5 (0.73%) VMware
13 4 (0.58%) JD Edwards
13 4 (0.58%) Talend
14 3 (0.44%) Cognizant
14 3 (0.44%) Mapbox