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

6 months to
16 Apr 2026
Same period 2025 Same period 2024
Rank 222 111 90
Rank change year-on-year -111 -21 +44
Permanent jobs citing Visualisation 797 1,137 2,783
As % of all permanent jobs in the UK 0.93% 2.74% 2.96%
As % of the Processes & Methodologies category 1.23% 2.95% 3.44%
Number of salaries quoted 544 641 1,391
10th Percentile £33,750 £35,000 £35,000
25th Percentile £40,000 £45,000 £42,500
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -6.00%
75th Percentile £75,500 £83,738 £71,250
90th Percentile £95,000 £110,000 £83,750
UK excluding London median annual salary £45,000 £52,500 £50,000
% change year-on-year -14.29% +5.00% -

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 64,759 38,558 80,920
As % of all permanent jobs advertised in the UK 75.53% 92.98% 86.03%
Number of salaries quoted 39,875 22,521 59,469
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -10.54%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £52,600 £50,000
% change year-on-year -4.94% +5.20% -8.26%

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 April 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 April 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 -96 723 £57,500 -4.17% 464
UK excluding London -94 470 £45,000 -14.29% 358
London -85 279 £72,500 +1.75% 175
Work from Home -96 265 £57,500 - 160
North of England -58 153 £40,000 -18.78% 102
South East -39 111 £55,000 -5.17% 95
Midlands -57 92 £42,500 -22.73% 70
North West -26 91 £40,000 -17.53% 57
West Midlands -23 61 £42,500 -22.73% 42
Yorkshire -62 49 £40,000 -15.79% 27
South West -110 39 £48,373 +12.50% 38
East of England -23 38 £57,500 -15.44% 32
East Midlands -67 31 £45,390 -4.44% 28
Scotland -57 25 £60,000 +33.33% 10
North East -32 13 £37,500 -42.31% 19
Northern Ireland -40 7 - - 9
Wales -24 5 £38,500 -23.00% 7

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 (6.78%) Jupyter
2 42 (5.27%) Apache Airflow
3 34 (4.27%) SharePoint
4 30 (3.76%) Apache Spark
5 22 (2.76%) Apache
6 14 (1.76%) Confluence
7 7 (0.88%) WordPress
8 6 (0.75%) SAS
9 5 (0.63%) IIS
10 3 (0.38%) Apache Superset
11 2 (0.25%) CMS
12 1 (0.13%) Apache Synapse
12 1 (0.13%) ArcGIS
12 1 (0.13%) GeoServer
12 1 (0.13%) Microsoft Exchange
12 1 (0.13%) Palantir Foundry
12 1 (0.13%) Sitecore CMS
Applications
1 167 (20.95%) Microsoft Excel
2 54 (6.78%) Chatbot
3 29 (3.64%) Microsoft Office
4 25 (3.14%) Microsoft PowerPoint
5 10 (1.25%) CATIA
6 6 (0.75%) Spreadsheet
7 4 (0.50%) 3ds Max
7 4 (0.50%) Blender
7 4 (0.50%) Maya
7 4 (0.50%) MS Visio
7 4 (0.50%) Trello
8 3 (0.38%) CINEMA 4D
9 2 (0.25%) AutoCAD
10 1 (0.13%) Adobe After Effects
10 1 (0.13%) Adobe Premiere
10 1 (0.13%) Houdini
10 1 (0.13%) Microsoft Project
10 1 (0.13%) NUKE
10 1 (0.13%) Siemens NX
10 1 (0.13%) SOLIDWORKS
Business Applications
1 15 (1.88%) SAP PM
2 9 (1.13%) SAP CO
3 5 (0.63%) Dynamics CRM
4 4 (0.50%) IBM Planning Analytics
5 3 (0.38%) NetSuite
6 2 (0.25%) Salesforce CRM
7 1 (0.13%) Maximo
7 1 (0.13%) SAP S/4HANA
7 1 (0.13%) Temenos T24
Cloud Services
1 379 (47.55%) Power Platform
2 195 (24.47%) Azure
3 148 (18.57%) AWS
4 80 (10.04%) Azure Data Factory
5 60 (7.53%) Cloud Computing
6 54 (6.78%) GCP
7 41 (5.14%) Microsoft 365
8 40 (5.02%) Snowflake
9 39 (4.89%) Azure Synapse Analytics
9 39 (4.89%) Power Automate
10 38 (4.77%) dbt
10 38 (4.77%) PowerApps
11 23 (2.89%) GitHub
12 22 (2.76%) Azure DevOps
12 22 (2.76%) Google Analytics
13 19 (2.38%) Amazon S3
14 18 (2.26%) Dynamics 365
15 16 (2.01%) SaaS
16 13 (1.63%) Amazon Kinesis
16 13 (1.63%) Serverless
Communications & Networking
1 8 (1.00%) Modbus
2 7 (0.88%) Broadband
3 6 (0.75%) MQTT
4 2 (0.25%) Internet
4 2 (0.25%) LoRaWAN
4 2 (0.25%) Network Security
4 2 (0.25%) Wireless
5 1 (0.13%) ADSL
5 1 (0.13%) AMQP
5 1 (0.13%) Firewall
Database & Business Intelligence
1 378 (47.43%) Power BI
2 147 (18.44%) Tableau
3 68 (8.53%) Data Warehouse
4 64 (8.03%) SQL Server
5 39 (4.89%) Azure SQL Database
6 36 (4.52%) SQL Server Reporting Services
7 33 (4.14%) Amazon Redshift
8 26 (3.26%) BigQuery
9 25 (3.14%) Metadata
10 22 (2.76%) Looker
11 21 (2.63%) Big Data
12 20 (2.51%) BusinessObjects
13 19 (2.38%) Data Lake
13 19 (2.38%) Power Query
13 19 (2.38%) SQL Server Integration Services
14 18 (2.26%) MySQL
15 17 (2.13%) NoSQL
16 16 (2.01%) Relational Database
17 15 (1.88%) GIS
18 14 (1.76%) Data Mining
Development Applications
1 54 (6.78%) Visual Studio Code
2 46 (5.77%) Git
3 21 (2.63%) JIRA
4 10 (1.25%) Rational DOORS
5 7 (0.88%) Visual Studio
6 6 (0.75%) Jenkins
7 4 (0.50%) GitLab
7 4 (0.50%) Vite
8 3 (0.38%) MLflow
8 3 (0.38%) Selenium
9 2 (0.25%) ESLint
9 2 (0.25%) Storybook
10 1 (0.13%) Cypress.io
10 1 (0.13%) LabVIEW
10 1 (0.13%) RStudio
10 1 (0.13%) Subversion
General
1 299 (37.52%) Analytical Skills
1 299 (37.52%) Social Skills
2 255 (31.99%) Finance
3 90 (11.29%) Manufacturing
4 85 (10.66%) Inclusion and Diversity
5 84 (10.54%) Retail
6 73 (9.16%) Marketing
7 65 (8.16%) Law
8 55 (6.90%) Public Sector
9 31 (3.89%) Banking
9 31 (3.89%) Legal
10 28 (3.51%) Front Office
10 28 (3.51%) Telecoms
11 25 (3.14%) Military
11 25 (3.14%) Pharmaceutical
12 24 (3.01%) Back Office
13 21 (2.63%) Presentation Skills
14 19 (2.38%) Organisational Skills
15 17 (2.13%) Influencing Skills
16 15 (1.88%) Billing
Job Titles
1 158 (19.82%) Analyst
2 122 (15.31%) Developer
3 109 (13.68%) Senior
4 83 (10.41%) Data Analyst
5 64 (8.03%) Data Engineer
6 59 (7.40%) Data Scientist
7 56 (7.03%) Trainee
8 51 (6.40%) Artificial Intelligence Programmer
8 51 (6.40%) Programmer
8 51 (6.40%) Trainee Programmer
9 48 (6.02%) Lead
10 43 (5.40%) Consultant
11 39 (4.89%) Business Intelligence Developer
12 33 (4.14%) React Developer
13 30 (3.76%) Data Manager
14 27 (3.39%) Architect
15 26 (3.26%) Business Intelligence Analyst
16 24 (3.01%) Junior
17 22 (2.76%) Power BI Analyst
17 22 (2.76%) Power BI Developer
Libraries, Frameworks & Software Standards
1 67 (8.41%) Pandas
1 67 (8.41%) scikit-learn
2 64 (8.03%) Matplotlib
3 58 (7.28%) NumPy
4 56 (7.03%) Streamlit
5 54 (6.78%) Hugging Face
6 52 (6.52%) React
7 32 (4.02%) Kafka
8 29 (3.64%) WebSockets
9 27 (3.39%) PySpark
10 23 (2.89%) CSS
11 22 (2.76%) HTML
12 16 (2.01%) Highcharts JS
13 15 (1.88%) FIX Protocol
13 15 (1.88%) HTML5 Canvas
13 15 (1.88%) OpenFin
13 15 (1.88%) PyTorch
14 14 (1.76%) .NET
15 10 (1.25%) JSON
15 10 (1.25%) REST
Miscellaneous
1 88 (11.04%) Algorithms
2 47 (5.90%) Analytical Mindset
3 43 (5.40%) Self-Motivation
4 42 (5.27%) Management Information System
5 28 (3.51%) Fixed Income
6 26 (3.26%) Blog
7 24 (3.01%) Cloud Native
8 22 (2.76%) Product Ownership
9 21 (2.63%) Data Structures
10 15 (1.88%) IoT
11 14 (1.76%) Social Media
12 13 (1.63%) Onboarding
13 11 (1.38%) Legacy Systems
13 11 (1.38%) SCADA
14 10 (1.25%) Low-Code
15 9 (1.13%) Distributed Systems
16 7 (0.88%) Foreign Exchange (FX)
17 6 (0.75%) Anti-Piracy
17 6 (0.75%) Data Protection Act
17 6 (0.75%) Legacy Applications
Operating Systems
1 8 (1.00%) Linux
2 6 (0.75%) Unix
3 4 (0.50%) Android
3 4 (0.50%) Apple iOS
4 1 (0.13%) Windows
4 1 (0.13%) Windows Server
Processes & Methodologies
1 433 (54.33%) Data Visualisation
2 383 (48.06%) Analytics
3 380 (47.68%) Business Intelligence
4 264 (33.12%) Decision-Making
5 233 (29.23%) AI
6 219 (27.48%) Problem-Solving
7 203 (25.47%) Data Analysis
8 178 (22.33%) Machine Learning
9 169 (21.20%) Data Modelling
10 152 (19.07%) Data Science
11 133 (16.69%) ETL
12 127 (15.93%) Actionable Insight
13 124 (15.56%) Continuous Improvement
13 124 (15.56%) Data Governance
14 123 (15.43%) Agile
15 117 (14.68%) Data Management
16 106 (13.30%) Data Analytics
17 96 (12.05%) Data Engineering
18 89 (11.17%) Dashboard Development
19 86 (10.79%) Workflow
Programming Languages
1 357 (44.79%) SQL
2 344 (43.16%) Python
3 77 (9.66%) JavaScript
4 64 (8.03%) Data Analysis Expressions
5 57 (7.15%) R
6 35 (4.39%) VBA
7 33 (4.14%) Java
8 30 (3.76%) TypeScript
9 29 (3.64%) C#
10 18 (2.26%) Scala
11 14 (1.76%) C++
12 12 (1.51%) Bash
13 10 (1.25%) MATLAB
14 8 (1.00%) T-SQL
15 7 (0.88%) C
16 6 (0.75%) Julia
17 5 (0.63%) Ruby
17 5 (0.63%) VB
17 5 (0.63%) VBScript
18 4 (0.50%) PowerShell
Qualifications
1 196 (24.59%) Degree
2 63 (7.90%) Security Cleared
3 60 (7.53%) AWS Certification
4 54 (6.78%) AWS Certified Cloud Practitioner
5 49 (6.15%) SC Cleared
6 32 (4.02%) Master's Degree
7 23 (2.89%) Computer Science Degree
8 21 (2.63%) Microsoft Certification
9 20 (2.51%) DBS Check
10 16 (2.01%) MBA
11 13 (1.63%) Azure Certification
12 12 (1.51%) BPSS Clearance
12 12 (1.51%) DV Cleared
12 12 (1.51%) Six Sigma Green Belt
13 11 (1.38%) APMP
14 9 (1.13%) Postgraduate
15 7 (0.88%) PhD
16 5 (0.63%) AWS Certified Solutions Architect
17 4 (0.50%) Numerate Degree
18 3 (0.38%) ACCA
Quality Assurance & Compliance
1 145 (18.19%) Data Quality
2 32 (4.02%) GDPR
3 25 (3.14%) QA
4 23 (2.89%) Actionable Recommendations
5 21 (2.63%) Accessibility
6 10 (1.25%) Good Clinical Practice
6 10 (1.25%) ISO/IEC 15288
7 6 (0.75%) PMO
8 2 (0.25%) ISO 19650
9 1 (0.13%) ISO 13485
9 1 (0.13%) ISO/IEC 27001
9 1 (0.13%) NIST
9 1 (0.13%) SLA
System Software
1 20 (2.51%) Docker
2 6 (0.75%) VMware Infrastructure
3 5 (0.63%) Active Directory
4 1 (0.13%) Apache Flume
4 1 (0.13%) VMware NSX
Systems Management
1 17 (2.13%) Terraform
2 15 (1.88%) Kubernetes
3 7 (0.88%) Grafana
3 7 (0.88%) Prometheus
4 5 (0.63%) SCCM
5 3 (0.38%) Ansible
5 3 (0.38%) Argo
6 2 (0.25%) Kubeflow
6 2 (0.25%) MOM
7 1 (0.13%) Kibana
7 1 (0.13%) logstash
Vendors
1 186 (23.34%) Microsoft
2 51 (6.40%) SAP
3 46 (5.77%) Google
4 43 (5.40%) Databricks
5 20 (2.51%) Oracle
6 19 (2.38%) IBM
7 17 (2.13%) Salesforce
8 12 (1.51%) Adobe
9 9 (1.13%) Alteryx
10 8 (1.00%) Informatica
11 6 (0.75%) Cognos
11 6 (0.75%) Talend
11 6 (0.75%) VMware
12 5 (0.63%) BT
12 5 (0.63%) Mapbox
12 5 (0.63%) Qualtrics
12 5 (0.63%) Salesforce Marketing Cloud
12 5 (0.63%) Snow
13 4 (0.50%) Anaplan
13 4 (0.50%) JD Edwards