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

6 months to
9 Jun 2026
Same period 2025 Same period 2024
Rank 243 120 94
Rank change year-on-year -123 -26 +34
Permanent jobs citing Visualisation 717 1,209 2,820
As % of all permanent jobs in the UK 0.78% 2.73% 2.67%
As % of the Processes & Methodologies category 1.07% 2.95% 3.24%
Number of salaries quoted 490 588 1,320
10th Percentile £32,500 £33,375 £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 £78,125 £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 66,949 41,023 87,141
As % of all permanent jobs advertised in the UK 72.83% 92.72% 82.59%
Number of salaries quoted 45,661 21,815 61,905
10th Percentile £30,000 £29,000 £29,500
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 £50,055 £50,000
% change year-on-year +4.89% +0.11% -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 9 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 9 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 -94 669 £50,000 -14.16% 379
UK excluding London -106 430 £42,500 -20.70% 295
London -103 248 £67,500 -3.57% 145
Work from Home -110 214 £60,000 +9.09% 265
North of England -24 162 £37,500 -27.18% 86
North West +11 108 £40,000 -20.00% 54
South East -33 96 £50,000 -16.67% 85
Midlands -44 80 £40,000 -25.50% 46
West Midlands -31 52 £40,000 -27.27% 29
South West -97 48 £45,000 +4.65% 46
Yorkshire -41 47 £37,500 -28.57% 25
East Midlands -42 28 £33,750 -23.30% 17
East of England -23 23 £68,750 -16.67% 18
Scotland -80 13 £60,000 +9.09% 8
North East -47 7 £37,500 -27.88% 10
Wales -36 5 £66,000 - 6
Northern Ireland -41 3 - - 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 (7.53%) Jupyter
2 35 (4.88%) Apache Airflow
3 29 (4.04%) Apache Spark
4 26 (3.63%) SharePoint
5 17 (2.37%) Apache
6 12 (1.67%) SAS
7 7 (0.98%) IIS
8 4 (0.56%) Confluence
9 3 (0.42%) WordPress
10 2 (0.28%) Apache Superset
10 2 (0.28%) ArcGIS
11 1 (0.14%) CMS
11 1 (0.14%) GeoServer
Applications
1 117 (16.32%) Microsoft Excel
2 54 (7.53%) Chatbot
3 26 (3.63%) Microsoft Office
4 23 (3.21%) Microsoft PowerPoint
5 10 (1.39%) CATIA
6 6 (0.84%) Blender
6 6 (0.84%) Maya
6 6 (0.84%) Spreadsheet
7 3 (0.42%) 3ds Max
7 3 (0.42%) CINEMA 4D
7 3 (0.42%) 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 (2.09%) SAP PM
2 7 (0.98%) SAP CO
3 5 (0.70%) Dynamics CRM
3 5 (0.70%) IBM Planning Analytics
4 2 (0.28%) Salesforce CRM
5 1 (0.14%) Dynamics GP
5 1 (0.14%) Maximo
Cloud Services
1 339 (47.28%) Power Platform
2 159 (22.18%) Azure
3 151 (21.06%) AWS
4 60 (8.37%) Cloud Computing
5 52 (7.25%) GCP
6 38 (5.30%) Azure Data Factory
7 37 (5.16%) dbt
7 37 (5.16%) Snowflake
8 35 (4.88%) Microsoft 365
9 34 (4.74%) PowerApps
10 29 (4.04%) Power Automate
11 28 (3.91%) SaaS
12 24 (3.35%) Azure DevOps
13 20 (2.79%) Microsoft Purview
14 14 (1.95%) Amazon S3
14 14 (1.95%) Dynamics 365
15 12 (1.67%) Azure Synapse Analytics
16 11 (1.53%) Azure Machine Learning
17 10 (1.39%) Amazon Kinesis
17 10 (1.39%) Google Analytics
Communications & Networking
1 14 (1.95%) Broadband
2 6 (0.84%) 5G
2 6 (0.84%) Modbus
3 5 (0.70%) 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
1 339 (47.28%) Power BI
2 159 (22.18%) Tableau
3 61 (8.51%) Data Warehouse
4 43 (6.00%) SQL Server
5 26 (3.63%) Looker
6 25 (3.49%) Metadata
7 24 (3.35%) BigQuery
8 23 (3.21%) Amazon Redshift
8 23 (3.21%) Big Data
9 20 (2.79%) Data Lake
10 18 (2.51%) Power Query
10 18 (2.51%) SQL Server Integration Services
11 17 (2.37%) NoSQL
12 16 (2.23%) Relational Database
13 14 (1.95%) GIS
14 13 (1.81%) Amazon QuickSight
14 13 (1.81%) Data Mining
14 13 (1.81%) SQL Server Reporting Services
15 12 (1.67%) Hadoop
16 10 (1.39%) Azure SQL Database
Development Applications
1 54 (7.53%) Visual Studio Code
2 44 (6.14%) Git
3 11 (1.53%) JIRA
4 10 (1.39%) Rational DOORS
5 6 (0.84%) Jenkins
6 4 (0.56%) Visual Studio
6 4 (0.56%) Vite
7 3 (0.42%) GitLab
7 3 (0.42%) MLflow
7 3 (0.42%) Selenium
8 2 (0.28%) ESLint
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
1 271 (37.80%) Analytical Skills
2 263 (36.68%) Social Skills
3 218 (30.40%) Finance
4 103 (14.37%) Retail
5 84 (11.72%) Manufacturing
6 83 (11.58%) Inclusion and Diversity
7 74 (10.32%) Law
8 49 (6.83%) Public Sector
9 40 (5.58%) Marketing
10 34 (4.74%) Telecoms
11 33 (4.60%) Military
12 32 (4.46%) Banking
13 26 (3.63%) Back Office
14 24 (3.35%) Pharmaceutical
15 23 (3.21%) Organisational Skills
16 20 (2.79%) Legal
17 17 (2.37%) Front Office
18 15 (2.09%) Documentation Skills
19 13 (1.81%) Financial Institution
19 13 (1.81%) Influencing Skills
Job Titles
1 154 (21.48%) Analyst
2 104 (14.50%) Senior
3 98 (13.67%) Developer
4 90 (12.55%) Data Analyst
5 59 (8.23%) Data Engineer
6 56 (7.81%) Trainee
7 54 (7.53%) Data Scientist
8 51 (7.11%) Artificial Intelligence Programmer
8 51 (7.11%) Programmer
8 51 (7.11%) Trainee Programmer
9 45 (6.28%) Lead
10 41 (5.72%) Data Manager
11 36 (5.02%) Consultant
12 28 (3.91%) Business Intelligence Analyst
12 28 (3.91%) Business Intelligence Developer
12 28 (3.91%) Power BI Analyst
13 27 (3.77%) Junior
14 24 (3.35%) React Developer
15 21 (2.93%) Architect
15 21 (2.93%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 68 (9.48%) Pandas
2 67 (9.34%) scikit-learn
3 64 (8.93%) Matplotlib
4 60 (8.37%) Streamlit
5 59 (8.23%) NumPy
6 54 (7.53%) Hugging Face
7 40 (5.58%) React
8 29 (4.04%) Kafka
9 26 (3.63%) .NET
9 26 (3.63%) PySpark
10 24 (3.35%) CSS
11 23 (3.21%) HTML
12 20 (2.79%) WebSockets
13 15 (2.09%) PyTorch
14 13 (1.81%) CSS3
14 13 (1.81%) HTML5
15 12 (1.67%) HTML5 Canvas
15 12 (1.67%) jQuery
15 12 (1.67%) LESS
15 12 (1.67%) Sass
Miscellaneous
1 98 (13.67%) Algorithms
2 43 (6.00%) Management Information System
3 27 (3.77%) Product Ownership
4 24 (3.35%) Analytical Mindset
5 23 (3.21%) Self-Motivation
6 22 (3.07%) Data Structures
7 18 (2.51%) Cloud Native
8 14 (1.95%) Fixed Income
8 14 (1.95%) Onboarding
9 11 (1.53%) Social Media
10 10 (1.39%) IoT
10 10 (1.39%) NHS
11 9 (1.26%) Blog
11 9 (1.26%) Clustering
11 9 (1.26%) Distributed Systems
11 9 (1.26%) Legacy Systems
11 9 (1.26%) SCADA
12 8 (1.12%) Augmented Reality
12 8 (1.12%) Virtual Reality
13 7 (0.98%) Foreign Exchange (FX)
Operating Systems
1 9 (1.26%) Linux
2 6 (0.84%) Unix
3 5 (0.70%) Apple iOS
4 4 (0.56%) Android
5 2 (0.28%) Windows
5 2 (0.28%) Windows Server
Processes & Methodologies
1 390 (54.39%) Data Visualisation
2 334 (46.58%) Business Intelligence
3 331 (46.16%) Analytics
4 218 (30.40%) AI
5 211 (29.43%) Decision-Making
6 193 (26.92%) Machine Learning
7 185 (25.80%) Problem-Solving
8 169 (23.57%) Data Analysis
9 156 (21.76%) Data Modelling
10 141 (19.67%) Data Science
11 131 (18.27%) Data Governance
12 112 (15.62%) Agile
13 106 (14.78%) Actionable Insight
14 101 (14.09%) ETL
15 90 (12.55%) Continuous Improvement
16 86 (11.99%) Data Management
17 85 (11.85%) Data Engineering
18 84 (11.72%) Data Analytics
18 84 (11.72%) Workflow
19 72 (10.04%) Data Privacy
Programming Languages
1 339 (47.28%) Python
2 307 (42.82%) SQL
3 68 (9.48%) JavaScript
4 54 (7.53%) R
5 43 (6.00%) Data Analysis Expressions
6 38 (5.30%) C#
7 36 (5.02%) TypeScript
8 33 (4.60%) Java
9 32 (4.46%) VBA
10 18 (2.51%) C++
11 17 (2.37%) Scala
12 12 (1.67%) T-SQL
13 10 (1.39%) Bash
13 10 (1.39%) C
13 10 (1.39%) MATLAB
14 6 (0.84%) Julia
14 6 (0.84%) Rust
15 5 (0.70%) VB
15 5 (0.70%) VBScript
16 2 (0.28%) Formula Language
Qualifications
1 139 (19.39%) Degree
2 61 (8.51%) Security Cleared
3 59 (8.23%) AWS Certification
4 54 (7.53%) AWS Certified Cloud Practitioner
5 41 (5.72%) SC Cleared
6 27 (3.77%) Master's Degree
7 18 (2.51%) DBS Check
8 17 (2.37%) Computer Science Degree
8 17 (2.37%) DV Cleared
9 15 (2.09%) Microsoft Certification
10 12 (1.67%) MBA
11 11 (1.53%) Azure Certification
11 11 (1.53%) BPSS Clearance
12 9 (1.26%) Postgraduate
13 7 (0.98%) APMP
14 6 (0.84%) PhD
15 5 (0.70%) Numerate Degree
16 4 (0.56%) ACCA
16 4 (0.56%) AWS Certified Solutions Architect
16 4 (0.56%) CIMA
Quality Assurance & Compliance
1 145 (20.22%) Data Quality
2 45 (6.28%) GDPR
3 30 (4.18%) QA
4 21 (2.93%) Accessibility
5 14 (1.95%) California Consumer Privacy Act
6 10 (1.39%) Actionable Recommendations
6 10 (1.39%) ISO/IEC 15288
7 8 (1.12%) Good Clinical Practice
8 5 (0.70%) ISO/IEC 27001
8 5 (0.70%) NIST
9 4 (0.56%) 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 20 (2.79%) Docker
2 5 (0.70%) Active Directory
2 5 (0.70%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 20 (2.79%) Terraform
2 16 (2.23%) Kubernetes
3 7 (0.98%) Grafana
3 7 (0.98%) Prometheus
4 5 (0.70%) SCCM
5 3 (0.42%) Kubeflow
5 3 (0.42%) MOM
6 2 (0.28%) Microsoft Clustering
7 1 (0.14%) Ansible
7 1 (0.14%) SysTrack
Vendors
1 178 (24.83%) Microsoft
2 41 (5.72%) Databricks
3 37 (5.16%) Google
4 35 (4.88%) SAP
5 20 (2.79%) IBM
6 19 (2.65%) Oracle
7 10 (1.39%) Cognos
8 9 (1.26%) Adobe
9 8 (1.12%) Alteryx
9 8 (1.12%) MicroStrategy
10 7 (0.98%) Informatica
10 7 (0.98%) Salesforce
11 5 (0.70%) BT
11 5 (0.70%) Snow
11 5 (0.70%) VMware
12 4 (0.56%) Anaplan
12 4 (0.56%) HighQ
12 4 (0.56%) JD Edwards
12 4 (0.56%) Mapbox
12 4 (0.56%) OpenAI