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 27 May 2026, with comparisons to the same periods in the previous two years.

6 months to
27 May 2026
Same period 2025 Same period 2024
Rank 247 123 89
Rank change year-on-year -124 -34 +45
Permanent jobs citing Visualisation 725 1,107 2,837
As % of all permanent jobs in the UK 0.78% 2.60% 2.86%
As % of the Processes & Methodologies category 1.06% 2.79% 3.40%
Number of salaries quoted 500 582 1,318
10th Percentile £33,750 £33,851 £35,000
25th Percentile £36,250 £42,500 £42,500
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% -8.33%
75th Percentile £72,813 £77,500 £71,250
90th Percentile £93,875 £101,125 £85,000
UK excluding London median annual salary £42,500 £53,000 £50,000
% change year-on-year -19.81% +6.00% -

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 68,715 39,643 83,325
As % of all permanent jobs advertised in the UK 73.91% 93.27% 84.01%
Number of salaries quoted 44,731 20,766 60,219
10th Percentile £30,000 £29,750 £29,250
25th Percentile £40,839 £41,000 £40,000
Median annual salary (50th Percentile) £60,000 £58,375 £55,000
Median % change year-on-year +2.78% +6.14% -9.84%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £102,410 £92,500
UK excluding London median annual salary £52,500 £51,500 £50,000
% change year-on-year +1.94% +3.00% -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 27 May 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 27 May 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 -96 674 £52,500 -12.32% 462
UK excluding London -76 429 £42,500 -19.81% 324
London -101 256 £71,250 +1.79% 211
Work from Home -96 223 £60,000 +9.09% 160
North of England -25 153 £37,500 -26.47% 86
South East -14 101 £52,500 -12.50% 83
North West -1 100 £40,000 -16.67% 42
Midlands -60 82 £40,000 -25.50% 48
West Midlands -48 54 £40,000 -27.27% 28
Yorkshire -43 46 £37,500 -28.57% 31
South West -105 46 £45,000 +5.88% 45
East Midlands -50 28 £33,750 -23.30% 20
East of England -38 24 £62,500 -24.24% 27
Scotland -60 15 £49,000 -4.39% 21
North East -42 7 £37,500 -42.31% 16
Wales -35 5 £66,000 - 11
Northern Ireland -41 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 (7.45%) Jupyter
2 38 (5.24%) Apache Airflow
3 29 (4.00%) Apache Spark
4 28 (3.86%) SharePoint
5 19 (2.62%) 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
1 123 (16.97%) Microsoft Excel
2 54 (7.45%) Chatbot
3 29 (4.00%) Microsoft Office
4 23 (3.17%) Microsoft PowerPoint
5 10 (1.38%) CATIA
6 6 (0.83%) Spreadsheet
7 5 (0.69%) Blender
7 5 (0.69%) Maya
8 3 (0.41%) 3ds Max
8 3 (0.41%) CINEMA 4D
8 3 (0.41%) MS Visio
9 1 (0.14%) Adobe Premiere
9 1 (0.14%) Fusion 360
9 1 (0.14%) Lightworks
9 1 (0.14%) Siemens NX
9 1 (0.14%) SOLIDWORKS
Business Applications
1 15 (2.07%) SAP PM
2 9 (1.24%) SAP CO
3 6 (0.83%) Dynamics CRM
4 4 (0.55%) IBM Planning Analytics
5 2 (0.28%) Salesforce CRM
6 1 (0.14%) Dynamics GP
6 1 (0.14%) Maximo
Cloud Services
1 348 (48.00%) Power Platform
2 168 (23.17%) Azure
3 153 (21.10%) AWS
4 60 (8.28%) Cloud Computing
5 52 (7.17%) GCP
6 42 (5.79%) Azure Data Factory
7 38 (5.24%) dbt
8 37 (5.10%) Snowflake
9 36 (4.97%) Microsoft 365
9 36 (4.97%) PowerApps
10 32 (4.41%) Power Automate
11 30 (4.14%) SaaS
12 23 (3.17%) Azure DevOps
13 18 (2.48%) Microsoft Purview
14 17 (2.34%) Amazon S3
15 15 (2.07%) Dynamics 365
16 14 (1.93%) Azure Synapse Analytics
17 13 (1.79%) Azure Machine Learning
18 12 (1.66%) Google Analytics
19 11 (1.52%) Serverless
Communications & Networking
1 14 (1.93%) Broadband
2 7 (0.97%) Modbus
3 6 (0.83%) 5G
3 6 (0.83%) 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
1 348 (48.00%) Power BI
2 149 (20.55%) Tableau
3 63 (8.69%) Data Warehouse
4 46 (6.34%) SQL Server
5 27 (3.72%) Looker
6 26 (3.59%) Amazon Redshift
7 25 (3.45%) BigQuery
7 25 (3.45%) Metadata
8 24 (3.31%) Big Data
8 24 (3.31%) Data Lake
9 20 (2.76%) SQL Server Integration Services
10 17 (2.34%) NoSQL
11 16 (2.21%) Power Query
11 16 (2.21%) Relational Database
12 14 (1.93%) Amazon QuickSight
12 14 (1.93%) Data Mining
12 14 (1.93%) GIS
12 14 (1.93%) SQL Server Reporting Services
13 12 (1.66%) Hadoop
14 10 (1.38%) Azure SQL Database
Development Applications
1 54 (7.45%) Visual Studio Code
2 43 (5.93%) Git
3 10 (1.38%) JIRA
3 10 (1.38%) Rational DOORS
4 5 (0.69%) 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
1 271 (37.38%) Analytical Skills
2 260 (35.86%) Social Skills
3 220 (30.34%) Finance
4 103 (14.21%) Retail
5 88 (12.14%) Manufacturing
6 80 (11.03%) Inclusion and Diversity
7 68 (9.38%) Law
8 51 (7.03%) Public Sector
9 42 (5.79%) Marketing
10 32 (4.41%) Banking
11 29 (4.00%) Telecoms
12 26 (3.59%) Military
12 26 (3.59%) Pharmaceutical
13 24 (3.31%) Legal
14 22 (3.03%) Organisational Skills
15 21 (2.90%) Back Office
16 18 (2.48%) Front Office
17 15 (2.07%) Documentation Skills
18 13 (1.79%) Financial Institution
18 13 (1.79%) Influencing Skills
Job Titles
1 148 (20.41%) Analyst
2 103 (14.21%) Developer
3 102 (14.07%) Senior
4 89 (12.28%) Data Analyst
5 60 (8.28%) Data Engineer
6 56 (7.72%) Trainee
7 54 (7.45%) Data Scientist
8 51 (7.03%) Artificial Intelligence Programmer
8 51 (7.03%) Programmer
8 51 (7.03%) Trainee Programmer
9 46 (6.34%) Lead
10 41 (5.66%) Data Manager
11 36 (4.97%) Consultant
12 33 (4.55%) Business Intelligence Developer
13 29 (4.00%) Junior
14 27 (3.72%) Business Intelligence Analyst
14 27 (3.72%) Power BI Analyst
15 25 (3.45%) Architect
15 25 (3.45%) React Developer
16 22 (3.03%) Power BI Developer
Libraries, Frameworks & Software Standards
1 67 (9.24%) Pandas
2 66 (9.10%) scikit-learn
3 64 (8.83%) Matplotlib
4 60 (8.28%) Streamlit
5 58 (8.00%) NumPy
6 54 (7.45%) Hugging Face
7 41 (5.66%) React
8 29 (4.00%) Kafka
9 27 (3.72%) .NET
10 24 (3.31%) CSS
10 24 (3.31%) PySpark
11 23 (3.17%) HTML
12 21 (2.90%) WebSockets
13 15 (2.07%) PyTorch
14 13 (1.79%) CSS3
14 13 (1.79%) HTML5
14 13 (1.79%) HTML5 Canvas
15 12 (1.66%) jQuery
15 12 (1.66%) LESS
15 12 (1.66%) Sass
Miscellaneous
1 98 (13.52%) Algorithms
2 44 (6.07%) Management Information System
3 25 (3.45%) Product Ownership
3 25 (3.45%) Self-Motivation
4 24 (3.31%) Analytical Mindset
5 23 (3.17%) Data Structures
6 18 (2.48%) Cloud Native
7 15 (2.07%) Fixed Income
8 14 (1.93%) Onboarding
9 11 (1.52%) Social Media
10 10 (1.38%) IoT
10 10 (1.38%) Legacy Systems
10 10 (1.38%) NHS
10 10 (1.38%) SCADA
11 9 (1.24%) Clustering
11 9 (1.24%) Distributed Systems
12 8 (1.10%) Augmented Reality
12 8 (1.10%) Blog
13 7 (0.97%) Foreign Exchange (FX)
14 6 (0.83%) Virtual Reality
Operating Systems
1 8 (1.10%) Linux
2 6 (0.83%) Apple iOS
2 6 (0.83%) Unix
3 5 (0.69%) Android
4 2 (0.28%) Windows
4 2 (0.28%) Windows Server
Processes & Methodologies
1 399 (55.03%) Data Visualisation
2 341 (47.03%) Business Intelligence
3 339 (46.76%) Analytics
4 220 (30.34%) AI
5 217 (29.93%) Decision-Making
6 195 (26.90%) Machine Learning
7 188 (25.93%) Problem-Solving
8 170 (23.45%) Data Analysis
9 160 (22.07%) Data Modelling
10 146 (20.14%) Data Science
11 128 (17.66%) Data Governance
12 110 (15.17%) ETL
13 109 (15.03%) Agile
14 107 (14.76%) Actionable Insight
15 94 (12.97%) Continuous Improvement
16 89 (12.28%) Data Management
17 88 (12.14%) Data Analytics
18 86 (11.86%) Workflow
19 85 (11.72%) Data Engineering
20 76 (10.48%) Data Pipeline
Programming Languages
1 342 (47.17%) Python
2 318 (43.86%) SQL
3 68 (9.38%) JavaScript
4 56 (7.72%) R
5 44 (6.07%) Data Analysis Expressions
6 38 (5.24%) C#
7 34 (4.69%) TypeScript
8 33 (4.55%) Java
8 33 (4.55%) VBA
9 18 (2.48%) C++
10 17 (2.34%) Scala
11 11 (1.52%) Bash
11 11 (1.52%) T-SQL
12 10 (1.38%) C
12 10 (1.38%) MATLAB
13 6 (0.83%) Julia
13 6 (0.83%) Rust
14 5 (0.69%) VB
14 5 (0.69%) VBScript
15 4 (0.55%) ANSI SQL
Qualifications
1 145 (20.00%) Degree
2 60 (8.28%) AWS Certification
2 60 (8.28%) Security Cleared
3 54 (7.45%) AWS Certified Cloud Practitioner
4 41 (5.66%) SC Cleared
5 26 (3.59%) Master's Degree
6 18 (2.48%) DBS Check
7 17 (2.34%) Computer Science Degree
8 16 (2.21%) DV Cleared
8 16 (2.21%) Microsoft Certification
9 13 (1.79%) MBA
10 11 (1.52%) Azure Certification
10 11 (1.52%) BPSS Clearance
11 9 (1.24%) Postgraduate
12 8 (1.10%) APMP
13 6 (0.83%) PhD
14 5 (0.69%) AWS Certified Solutions Architect
14 5 (0.69%) Numerate Degree
15 3 (0.41%) ACCA
15 3 (0.41%) CIMA
Quality Assurance & Compliance
1 146 (20.14%) Data Quality
2 44 (6.07%) GDPR
3 30 (4.14%) QA
4 19 (2.62%) Accessibility
5 12 (1.66%) 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 3 (0.41%) PMO
10 2 (0.28%) ISO 19650
11 1 (0.14%) PERC
11 1 (0.14%) SLA
System Software
1 18 (2.48%) Docker
2 5 (0.69%) Active Directory
2 5 (0.69%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 19 (2.62%) Terraform
2 15 (2.07%) 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
1 187 (25.79%) Microsoft
2 41 (5.66%) Databricks
3 37 (5.10%) Google
3 37 (5.10%) SAP
4 19 (2.62%) IBM
4 19 (2.62%) Oracle
5 9 (1.24%) Adobe
5 9 (1.24%) Alteryx
5 9 (1.24%) Cognos
6 8 (1.10%) MicroStrategy
7 7 (0.97%) Salesforce
8 6 (0.83%) Informatica
9 5 (0.69%) BT
9 5 (0.69%) Snow
9 5 (0.69%) VMware
10 4 (0.55%) Anaplan
10 4 (0.55%) JD Edwards
10 4 (0.55%) Mapbox
10 4 (0.55%) OpenAI
10 4 (0.55%) Talend