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

6 months to
16 Jun 2026
Same period 2025 Same period 2024
Rank 252 121 95
Rank change year-on-year -131 -26 +34
Permanent jobs citing Visualisation 705 1,199 2,788
As % of all permanent jobs in the UK 0.76% 2.69% 2.58%
As % of the Processes & Methodologies category 1.04% 2.90% 3.14%
Number of salaries quoted 498 587 1,323
10th Percentile £32,245 £33,250 £34,200
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 £52,500 £50,000
% change year-on-year -19.05% +5.00% -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 67,964 41,274 88,698
As % of all permanent jobs advertised in the UK 72.85% 92.59% 81.93%
Number of salaries quoted 46,731 22,044 62,765
10th Percentile £30,000 £28,822 £29,525
25th Percentile £41,250 £39,000 £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 £91,991
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -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 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 16 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 -107 658 £50,000 -13.79% 459
UK excluding London -97 424 £42,500 -19.05% 328
London -105 241 £72,500 +3.57% 191
Work from Home -112 213 £60,000 +9.09% 164
North of England -19 162 £37,500 -26.47% 86
North West +11 109 £40,000 -20.00% 58
South East -41 91 £50,000 -6.98% 90
Midlands -31 83 £40,000 -25.50% 60
West Midlands -28 53 £40,000 -27.27% 30
South West -106 47 £43,750 +2.94% 47
Yorkshire -36 46 £37,500 -28.57% 21
East Midlands -39 30 £36,250 -15.70% 30
East of England -34 21 £58,250 -29.39% 30
Scotland -82 12 £62,500 +13.64% 10
North East -49 7 £37,500 -21.05% 9
Wales -41 5 £66,000 - 3
Northern Ireland -36 3 - - 11

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 (7.66%) Jupyter
2 34 (4.82%) Apache Airflow
3 29 (4.11%) Apache Spark
4 25 (3.55%) SharePoint
5 16 (2.27%) Apache
6 11 (1.56%) SAS
7 4 (0.57%) IIS
8 3 (0.43%) WordPress
9 2 (0.28%) Confluence
10 1 (0.14%) Apache Superset
10 1 (0.14%) ArcGIS
10 1 (0.14%) CMS
10 1 (0.14%) GeoServer
Applications
1 110 (15.60%) Microsoft Excel
2 54 (7.66%) Chatbot
3 23 (3.26%) Microsoft Office
4 21 (2.98%) Microsoft PowerPoint
5 9 (1.28%) CATIA
6 6 (0.85%) Blender
6 6 (0.85%) Maya
6 6 (0.85%) Spreadsheet
7 3 (0.43%) 3ds Max
7 3 (0.43%) CINEMA 4D
7 3 (0.43%) 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 (2.13%) SAP PM
2 7 (0.99%) SAP CO
3 5 (0.71%) Dynamics CRM
3 5 (0.71%) IBM Planning Analytics
4 2 (0.28%) Salesforce CRM
5 1 (0.14%) Dynamics GP
5 1 (0.14%) Maximo
Cloud Services
1 340 (48.23%) Power Platform
2 159 (22.55%) Azure
3 148 (20.99%) AWS
4 60 (8.51%) Cloud Computing
5 52 (7.38%) GCP
6 38 (5.39%) Azure Data Factory
7 36 (5.11%) dbt
7 36 (5.11%) Microsoft 365
8 34 (4.82%) Snowflake
9 32 (4.54%) PowerApps
10 27 (3.83%) Power Automate
10 27 (3.83%) SaaS
11 24 (3.40%) Azure DevOps
12 21 (2.98%) Microsoft Purview
13 14 (1.99%) Amazon S3
13 14 (1.99%) Dynamics 365
14 13 (1.84%) Azure Synapse Analytics
15 10 (1.42%) Amazon Kinesis
15 10 (1.42%) Azure Machine Learning
15 10 (1.42%) Google Analytics
Communications & Networking
1 14 (1.99%) Broadband
2 6 (0.85%) 5G
2 6 (0.85%) Modbus
3 5 (0.71%) 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
1 340 (48.23%) Power BI
2 158 (22.41%) Tableau
3 59 (8.37%) Data Warehouse
4 39 (5.53%) SQL Server
5 26 (3.69%) Looker
6 25 (3.55%) Metadata
7 23 (3.26%) BigQuery
8 22 (3.12%) Data Lake
9 20 (2.84%) Amazon Redshift
9 20 (2.84%) Big Data
10 19 (2.70%) SQL Server Integration Services
11 18 (2.55%) Power Query
12 17 (2.41%) Relational Database
13 15 (2.13%) NoSQL
14 14 (1.99%) GIS
15 13 (1.84%) SQL Server Reporting Services
16 11 (1.56%) Amazon QuickSight
17 10 (1.42%) Azure SQL Database
17 10 (1.42%) Data Mining
18 8 (1.13%) Hadoop
Development Applications
1 54 (7.66%) Visual Studio Code
2 43 (6.10%) Git
3 9 (1.28%) Rational DOORS
4 7 (0.99%) JIRA
5 5 (0.71%) Jenkins
6 4 (0.57%) Visual Studio
6 4 (0.57%) Vite
7 3 (0.43%) MLflow
7 3 (0.43%) Selenium
8 2 (0.28%) ESLint
8 2 (0.28%) GitLab
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%) LabVIEW
9 1 (0.14%) RStudio
9 1 (0.14%) Subversion
9 1 (0.14%) Xcode
9 1 (0.14%) Yeoman
General
1 268 (38.01%) Analytical Skills
2 262 (37.16%) Social Skills
3 215 (30.50%) Finance
4 101 (14.33%) Retail
5 85 (12.06%) Manufacturing
6 84 (11.91%) Inclusion and Diversity
7 73 (10.35%) Law
8 50 (7.09%) Public Sector
9 36 (5.11%) Marketing
10 34 (4.82%) Telecoms
11 33 (4.68%) Military
12 32 (4.54%) Banking
13 25 (3.55%) Back Office
14 22 (3.12%) Organisational Skills
15 18 (2.55%) Legal
16 16 (2.27%) Front Office
17 15 (2.13%) Documentation Skills
17 15 (2.13%) Pharmaceutical
18 14 (1.99%) Influencing Skills
19 11 (1.56%) Presentation Skills
Job Titles
1 155 (21.99%) Analyst
2 104 (14.75%) Senior
3 96 (13.62%) Developer
4 92 (13.05%) Data Analyst
5 58 (8.23%) Data Engineer
6 56 (7.94%) Trainee
7 52 (7.38%) Data Scientist
8 51 (7.23%) Artificial Intelligence Programmer
8 51 (7.23%) Programmer
8 51 (7.23%) Trainee Programmer
9 45 (6.38%) Lead
10 37 (5.25%) Consultant
10 37 (5.25%) Data Manager
11 28 (3.97%) Business Intelligence Analyst
11 28 (3.97%) Business Intelligence Developer
11 28 (3.97%) Power BI Analyst
12 23 (3.26%) Junior
12 23 (3.26%) React Developer
13 22 (3.12%) Architect
14 20 (2.84%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 68 (9.65%) Pandas
1 68 (9.65%) scikit-learn
2 65 (9.22%) Matplotlib
3 60 (8.51%) NumPy
3 60 (8.51%) Streamlit
4 54 (7.66%) Hugging Face
5 41 (5.82%) React
6 28 (3.97%) Kafka
7 26 (3.69%) .NET
7 26 (3.69%) PySpark
8 24 (3.40%) CSS
9 23 (3.26%) HTML
10 19 (2.70%) WebSockets
11 16 (2.27%) PyTorch
12 13 (1.84%) CSS3
12 13 (1.84%) HTML5
13 12 (1.70%) Ajax
13 12 (1.70%) HTML5 Canvas
13 12 (1.70%) LESS
13 12 (1.70%) Sass
Miscellaneous
1 93 (13.19%) Algorithms
2 39 (5.53%) Management Information System
3 27 (3.83%) Product Ownership
4 25 (3.55%) Analytical Mindset
5 21 (2.98%) Data Structures
6 20 (2.84%) Self-Motivation
7 18 (2.55%) Cloud Native
8 13 (1.84%) Fixed Income
8 13 (1.84%) Onboarding
9 11 (1.56%) Social Media
10 10 (1.42%) IoT
10 10 (1.42%) NHS
11 9 (1.28%) Blog
11 9 (1.28%) Legacy Systems
11 9 (1.28%) SCADA
12 8 (1.13%) Augmented Reality
12 8 (1.13%) Clustering
12 8 (1.13%) Virtual Reality
13 7 (0.99%) Distributed Systems
13 7 (0.99%) Foreign Exchange (FX)
Operating Systems
1 9 (1.28%) Linux
2 6 (0.85%) Unix
3 5 (0.71%) Apple iOS
4 4 (0.57%) Android
5 2 (0.28%) Windows
5 2 (0.28%) Windows Server
Processes & Methodologies
1 380 (53.90%) Data Visualisation
2 335 (47.52%) Business Intelligence
3 326 (46.24%) Analytics
4 217 (30.78%) AI
5 202 (28.65%) Decision-Making
6 188 (26.67%) Machine Learning
7 183 (25.96%) Problem-Solving
8 164 (23.26%) Data Analysis
9 153 (21.70%) Data Modelling
10 132 (18.72%) Data Science
11 127 (18.01%) Data Governance
12 108 (15.32%) Agile
13 102 (14.47%) Actionable Insight
14 95 (13.48%) ETL
15 87 (12.34%) Continuous Improvement
16 85 (12.06%) Data Analytics
16 85 (12.06%) Data Engineering
17 83 (11.77%) Workflow
18 81 (11.49%) Data Management
19 73 (10.35%) Data Pipeline
Programming Languages
1 330 (46.81%) Python
2 300 (42.55%) SQL
3 67 (9.50%) JavaScript
4 47 (6.67%) R
5 44 (6.24%) Data Analysis Expressions
6 40 (5.67%) C#
7 38 (5.39%) TypeScript
8 31 (4.40%) VBA
9 29 (4.11%) Java
10 20 (2.84%) C++
11 13 (1.84%) Scala
12 12 (1.70%) T-SQL
13 10 (1.42%) Bash
13 10 (1.42%) C
14 9 (1.28%) MATLAB
15 6 (0.85%) Julia
15 6 (0.85%) Rust
16 5 (0.71%) VB
16 5 (0.71%) VBScript
17 2 (0.28%) PowerShell
Qualifications
1 131 (18.58%) Degree
2 63 (8.94%) Security Cleared
3 59 (8.37%) AWS Certification
4 54 (7.66%) AWS Certified Cloud Practitioner
5 42 (5.96%) SC Cleared
6 23 (3.26%) Master's Degree
7 19 (2.70%) DBS Check
8 17 (2.41%) Computer Science Degree
8 17 (2.41%) DV Cleared
9 15 (2.13%) Microsoft Certification
10 11 (1.56%) Azure Certification
11 10 (1.42%) BPSS Clearance
12 9 (1.28%) MBA
12 9 (1.28%) Postgraduate
13 7 (0.99%) APMP
14 6 (0.85%) PhD
15 5 (0.71%) Numerate Degree
16 4 (0.57%) ACCA
16 4 (0.57%) AWS Certified Solutions Architect
16 4 (0.57%) CIMA
Quality Assurance & Compliance
1 140 (19.86%) Data Quality
2 45 (6.38%) GDPR
3 32 (4.54%) QA
4 21 (2.98%) Accessibility
5 14 (1.99%) California Consumer Privacy Act
6 9 (1.28%) ISO/IEC 15288
7 7 (0.99%) Actionable Recommendations
8 5 (0.71%) ISO/IEC 27001
8 5 (0.71%) NIST
9 4 (0.57%) Good Clinical Practice
9 4 (0.57%) NIST 800
10 2 (0.28%) ISO 19650
10 2 (0.28%) PMO
11 1 (0.14%) PERC
11 1 (0.14%) SLA
System Software
1 21 (2.98%) Docker
2 5 (0.71%) Active Directory
2 5 (0.71%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 21 (2.98%) Terraform
2 17 (2.41%) Kubernetes
3 6 (0.85%) Grafana
3 6 (0.85%) Prometheus
4 5 (0.71%) SCCM
5 3 (0.43%) Kubeflow
5 3 (0.43%) MOM
6 2 (0.28%) Microsoft Clustering
7 1 (0.14%) Ansible
7 1 (0.14%) SysTrack
Vendors
1 174 (24.68%) Microsoft
2 40 (5.67%) Databricks
3 38 (5.39%) Google
4 33 (4.68%) SAP
5 19 (2.70%) IBM
5 19 (2.70%) Oracle
6 10 (1.42%) Cognos
7 9 (1.28%) Adobe
7 9 (1.28%) Salesforce
8 8 (1.13%) Alteryx
8 8 (1.13%) MicroStrategy
9 7 (0.99%) Informatica
10 5 (0.71%) Snow
10 5 (0.71%) VMware
11 4 (0.57%) Anaplan
11 4 (0.57%) JD Edwards
11 4 (0.57%) Mapbox
11 4 (0.57%) OpenAI
12 3 (0.43%) Salesforce Marketing Cloud
12 3 (0.43%) Talend