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 6 June 2026, with comparisons to the same periods in the previous two years.

6 months to
6 Jun 2026
Same period 2025 Same period 2024
Rank 248 120 92
Rank change year-on-year -128 -28 +39
Permanent jobs citing Visualisation 723 1,170 2,827
As % of all permanent jobs in the UK 0.78% 2.66% 2.72%
As % of the Processes & Methodologies category 1.07% 2.86% 3.28%
Number of salaries quoted 495 587 1,320
10th Percentile £32,500 £33,250 £34,000
25th Percentile £36,250 £42,500 £42,500
Median annual salary (50th Percentile) £50,000 £57,500 £55,000
Median % change year-on-year -13.04% +4.55% -8.33%
75th Percentile £71,250 £78,750 £71,250
90th Percentile £93,750 £100,000 £85,000
UK excluding London median annual salary £42,500 £53,594 £50,000
% change year-on-year -20.70% +7.19% -0.47%

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 67,549 40,838 86,137
As % of all permanent jobs advertised in the UK 73.19% 92.97% 82.99%
Number of salaries quoted 45,324 21,582 61,408
10th Percentile £30,000 £29,000 £29,250
25th Percentile £41,250 £40,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,500 £50,967 £50,000
% change year-on-year +3.01% +1.93% -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 6 June 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 6 June 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 -107 674 £50,000 -13.79% 508
UK excluding London -93 436 £42,500 -20.70% 363
London -95 247 £66,750 -4.64% 216
Work from Home -109 215 £60,000 +9.09% 178
North of England -22 163 £37,500 -27.18% 105
North West +5 108 £40,000 -20.00% 59
South East -31 100 £50,000 -16.67% 95
Midlands -45 81 £40,000 -25.50% 58
West Midlands -41 53 £40,000 -27.27% 35
Yorkshire -36 48 £37,500 -28.57% 34
South West -103 47 £45,000 +4.65% 50
East Midlands -47 28 £33,750 -23.30% 23
East of England -33 23 £68,750 -16.67% 29
Scotland -70 14 £49,000 -10.91% 17
North East -45 7 £37,500 -27.88% 15
Wales -38 5 £66,000 - 7
Northern Ireland -41 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 54 (7.47%) Jupyter
2 36 (4.98%) Apache Airflow
3 29 (4.01%) Apache Spark
4 26 (3.60%) SharePoint
5 18 (2.49%) Apache
6 12 (1.66%) SAS
7 7 (0.97%) IIS
8 4 (0.55%) Confluence
9 3 (0.41%) Apache Superset
9 3 (0.41%) WordPress
10 2 (0.28%) ArcGIS
11 1 (0.14%) CMS
11 1 (0.14%) GeoServer
Applications
1 119 (16.46%) Microsoft Excel
2 54 (7.47%) Chatbot
3 29 (4.01%) Microsoft Office
4 23 (3.18%) Microsoft PowerPoint
5 10 (1.38%) CATIA
6 6 (0.83%) Blender
6 6 (0.83%) Maya
6 6 (0.83%) Spreadsheet
7 3 (0.41%) 3ds Max
7 3 (0.41%) CINEMA 4D
7 3 (0.41%) MS Visio
8 1 (0.14%) Adobe Premiere
8 1 (0.14%) Fusion 360
8 1 (0.14%) Lightworks
8 1 (0.14%) Siemens NX
8 1 (0.14%) SOLIDWORKS
8 1 (0.14%) Windchill
Business Applications
1 15 (2.07%) SAP PM
2 9 (1.24%) SAP CO
3 5 (0.69%) Dynamics CRM
3 5 (0.69%) IBM Planning Analytics
4 2 (0.28%) Salesforce CRM
5 1 (0.14%) Dynamics GP
5 1 (0.14%) Maximo
Cloud Services
1 342 (47.30%) Power Platform
2 159 (21.99%) Azure
3 150 (20.75%) AWS
4 60 (8.30%) Cloud Computing
5 52 (7.19%) GCP
6 38 (5.26%) Azure Data Factory
6 38 (5.26%) dbt
6 38 (5.26%) Snowflake
7 35 (4.84%) Microsoft 365
8 34 (4.70%) PowerApps
9 29 (4.01%) Power Automate
9 29 (4.01%) SaaS
10 24 (3.32%) Azure DevOps
11 20 (2.77%) Microsoft Purview
12 14 (1.94%) Amazon S3
12 14 (1.94%) Dynamics 365
13 12 (1.66%) Azure Synapse Analytics
14 11 (1.52%) Azure Machine Learning
15 10 (1.38%) Amazon Kinesis
15 10 (1.38%) Google Analytics
Communications & Networking
1 14 (1.94%) Broadband
2 6 (0.83%) 5G
2 6 (0.83%) Modbus
3 5 (0.69%) MQTT
4 2 (0.28%) LoRaWAN
4 2 (0.28%) Network Security
4 2 (0.28%) Wireless
5 1 (0.14%) AMQP
5 1 (0.14%) HTTP
5 1 (0.14%) Internet
5 1 (0.14%) Intranet
5 1 (0.14%) TCP/IP
5 1 (0.14%) VoIP
Database & Business Intelligence
1 342 (47.30%) Power BI
2 158 (21.85%) Tableau
3 62 (8.58%) Data Warehouse
4 43 (5.95%) SQL Server
5 25 (3.46%) Looker
5 25 (3.46%) Metadata
6 24 (3.32%) Amazon Redshift
6 24 (3.32%) BigQuery
7 23 (3.18%) Big Data
8 20 (2.77%) Data Lake
9 19 (2.63%) SQL Server Integration Services
10 17 (2.35%) Power Query
11 16 (2.21%) NoSQL
11 16 (2.21%) Relational Database
12 14 (1.94%) GIS
13 13 (1.80%) Amazon QuickSight
13 13 (1.80%) Data Mining
13 13 (1.80%) SQL Server Reporting Services
14 12 (1.66%) Hadoop
15 10 (1.38%) Azure SQL Database
Development Applications
1 54 (7.47%) Visual Studio Code
2 44 (6.09%) Git
3 10 (1.38%) JIRA
3 10 (1.38%) Rational DOORS
4 6 (0.83%) Jenkins
5 4 (0.55%) GitLab
5 4 (0.55%) Visual Studio
5 4 (0.55%) Vite
6 3 (0.41%) MLflow
6 3 (0.41%) Selenium
7 2 (0.28%) ESLint
7 2 (0.28%) Storybook
8 1 (0.14%) CocoaPods
8 1 (0.14%) Cypress.io
8 1 (0.14%) fastlane
8 1 (0.14%) LabVIEW
8 1 (0.14%) RStudio
8 1 (0.14%) Subversion
8 1 (0.14%) Xcode
8 1 (0.14%) Yeoman
General
1 272 (37.62%) Analytical Skills
2 265 (36.65%) Social Skills
3 220 (30.43%) Finance
4 103 (14.25%) Retail
5 86 (11.89%) Manufacturing
6 83 (11.48%) Inclusion and Diversity
7 74 (10.24%) Law
8 49 (6.78%) Public Sector
9 41 (5.67%) Marketing
10 34 (4.70%) Telecoms
11 32 (4.43%) Banking
11 32 (4.43%) Military
12 26 (3.60%) Back Office
12 26 (3.60%) Pharmaceutical
13 22 (3.04%) Legal
13 22 (3.04%) Organisational Skills
14 17 (2.35%) Front Office
15 15 (2.07%) Documentation Skills
16 13 (1.80%) Financial Institution
16 13 (1.80%) Influencing Skills
Job Titles
1 153 (21.16%) Analyst
2 104 (14.38%) Senior
3 100 (13.83%) Developer
4 89 (12.31%) Data Analyst
5 58 (8.02%) Data Engineer
6 56 (7.75%) Trainee
7 54 (7.47%) Data Scientist
8 51 (7.05%) Artificial Intelligence Programmer
8 51 (7.05%) Programmer
8 51 (7.05%) Trainee Programmer
9 45 (6.22%) Lead
10 43 (5.95%) Data Manager
11 36 (4.98%) Consultant
12 30 (4.15%) Business Intelligence Developer
13 29 (4.01%) Junior
14 28 (3.87%) Business Intelligence Analyst
14 28 (3.87%) Power BI Analyst
15 24 (3.32%) React Developer
16 21 (2.90%) Architect
16 21 (2.90%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 68 (9.41%) Pandas
2 67 (9.27%) scikit-learn
3 64 (8.85%) Matplotlib
4 60 (8.30%) Streamlit
5 59 (8.16%) NumPy
6 54 (7.47%) Hugging Face
7 40 (5.53%) React
8 29 (4.01%) Kafka
9 26 (3.60%) .NET
9 26 (3.60%) PySpark
10 24 (3.32%) CSS
11 23 (3.18%) HTML
12 20 (2.77%) WebSockets
13 15 (2.07%) PyTorch
14 13 (1.80%) CSS3
14 13 (1.80%) HTML5
15 12 (1.66%) HTML5 Canvas
15 12 (1.66%) jQuery
15 12 (1.66%) LESS
15 12 (1.66%) Sass
Miscellaneous
1 98 (13.55%) Algorithms
2 45 (6.22%) Management Information System
3 27 (3.73%) Product Ownership
4 23 (3.18%) Analytical Mindset
4 23 (3.18%) Self-Motivation
5 22 (3.04%) Data Structures
6 18 (2.49%) Cloud Native
7 15 (2.07%) Onboarding
8 14 (1.94%) Fixed Income
9 11 (1.52%) Social Media
10 10 (1.38%) IoT
10 10 (1.38%) Legacy Systems
10 10 (1.38%) NHS
11 9 (1.24%) Blog
11 9 (1.24%) Clustering
11 9 (1.24%) Distributed Systems
11 9 (1.24%) SCADA
12 8 (1.11%) Augmented Reality
13 7 (0.97%) Foreign Exchange (FX)
13 7 (0.97%) Virtual Reality
Operating Systems
1 8 (1.11%) Linux
2 6 (0.83%) Unix
3 5 (0.69%) Apple iOS
4 4 (0.55%) Android
5 2 (0.28%) Windows
5 2 (0.28%) Windows Server
Processes & Methodologies
1 395 (54.63%) Data Visualisation
2 337 (46.61%) Business Intelligence
3 333 (46.06%) Analytics
4 219 (30.29%) AI
5 212 (29.32%) Decision-Making
6 192 (26.56%) Machine Learning
7 188 (26.00%) Problem-Solving
8 169 (23.37%) Data Analysis
9 158 (21.85%) Data Modelling
10 141 (19.50%) Data Science
11 131 (18.12%) Data Governance
12 112 (15.49%) Agile
13 106 (14.66%) Actionable Insight
14 103 (14.25%) ETL
15 91 (12.59%) Continuous Improvement
16 90 (12.45%) Data Management
17 86 (11.89%) Data Analytics
18 85 (11.76%) Data Engineering
18 85 (11.76%) Workflow
19 73 (10.10%) Data-Driven Decision Making
Programming Languages
1 340 (47.03%) Python
2 310 (42.88%) SQL
3 68 (9.41%) JavaScript
4 54 (7.47%) R
5 45 (6.22%) Data Analysis Expressions
6 38 (5.26%) C#
7 35 (4.84%) TypeScript
8 33 (4.56%) Java
9 32 (4.43%) VBA
10 18 (2.49%) C++
11 17 (2.35%) Scala
12 12 (1.66%) T-SQL
13 10 (1.38%) Bash
13 10 (1.38%) C
13 10 (1.38%) MATLAB
14 6 (0.83%) Julia
14 6 (0.83%) Rust
15 5 (0.69%) VB
15 5 (0.69%) VBScript
16 3 (0.41%) ANSI SQL
Qualifications
1 142 (19.64%) Degree
2 60 (8.30%) Security Cleared
3 59 (8.16%) AWS Certification
4 54 (7.47%) AWS Certified Cloud Practitioner
5 40 (5.53%) SC Cleared
6 26 (3.60%) Master's Degree
7 18 (2.49%) DBS Check
8 17 (2.35%) DV Cleared
9 16 (2.21%) Computer Science Degree
10 15 (2.07%) Microsoft Certification
11 12 (1.66%) MBA
12 11 (1.52%) Azure Certification
12 11 (1.52%) BPSS Clearance
13 9 (1.24%) Postgraduate
14 7 (0.97%) APMP
15 6 (0.83%) PhD
16 5 (0.69%) Numerate Degree
17 4 (0.55%) ACCA
17 4 (0.55%) AWS Certified Solutions Architect
17 4 (0.55%) CIMA
Quality Assurance & Compliance
1 145 (20.06%) Data Quality
2 45 (6.22%) GDPR
3 30 (4.15%) QA
4 20 (2.77%) Accessibility
5 14 (1.94%) California Consumer Privacy Act
6 10 (1.38%) Actionable Recommendations
6 10 (1.38%) Good Clinical Practice
6 10 (1.38%) ISO/IEC 15288
7 5 (0.69%) ISO/IEC 27001
7 5 (0.69%) NIST
8 4 (0.55%) NIST 800
9 2 (0.28%) ISO 19650
9 2 (0.28%) PMO
10 1 (0.14%) PERC
10 1 (0.14%) SLA
System Software
1 19 (2.63%) Docker
2 5 (0.69%) Active Directory
2 5 (0.69%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 19 (2.63%) Terraform
2 16 (2.21%) Kubernetes
3 7 (0.97%) Grafana
3 7 (0.97%) Prometheus
4 5 (0.69%) SCCM
5 3 (0.41%) Kubeflow
5 3 (0.41%) MOM
6 2 (0.28%) Microsoft Clustering
7 1 (0.14%) Ansible
7 1 (0.14%) SysTrack
Vendors
1 183 (25.31%) Microsoft
2 40 (5.53%) Databricks
3 37 (5.12%) Google
3 37 (5.12%) SAP
4 20 (2.77%) IBM
5 19 (2.63%) Oracle
6 10 (1.38%) Cognos
7 9 (1.24%) Adobe
8 8 (1.11%) Alteryx
8 8 (1.11%) MicroStrategy
9 7 (0.97%) Informatica
9 7 (0.97%) Salesforce
10 6 (0.83%) HighQ
11 5 (0.69%) BT
11 5 (0.69%) Snow
11 5 (0.69%) VMware
12 4 (0.55%) Anaplan
12 4 (0.55%) JD Edwards
12 4 (0.55%) Mapbox
12 4 (0.55%) OpenAI