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

6 months to
14 Jun 2026
Same period 2025 Same period 2024
Rank 240 119 97
Rank change year-on-year -121 -22 +34
Permanent jobs citing Visualisation 717 1,198 2,795
As % of all permanent jobs in the UK 0.77% 2.69% 2.60%
As % of the Processes & Methodologies category 1.06% 2.91% 3.16%
Number of salaries quoted 500 586 1,325
10th Percentile £32,415 £33,125 £34,400
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 £79,375 £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 67,701 41,203 88,451
As % of all permanent jobs advertised in the UK 72.85% 92.64% 82.16%
Number of salaries quoted 46,469 21,965 62,595
10th Percentile £30,000 £29,000 £29,613
25th Percentile £41,250 £39,500 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.69%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,500 £50,000 £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 14 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 14 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 -98 670 £50,000 -13.79% 364
UK excluding London -99 432 £42,500 -19.05% 293
London -99 245 £67,500 -3.57% 130
Work from Home -109 215 £60,000 +9.09% 127
North of England -29 163 £37,500 -26.47% 82
North West -1 109 £40,000 -20.00% 56
South East -37 99 £50,000 -6.98% 82
Midlands -37 82 £40,000 -25.50% 53
West Midlands -26 53 £40,000 -27.27% 33
Yorkshire -42 47 £37,500 -28.57% 18
South West -103 47 £43,750 +2.94% 43
East Midlands -42 29 £37,500 -12.79% 20
East of England -38 21 £58,250 -29.39% 21
Scotland -70 12 £62,500 +13.64% 6
North East -48 7 £37,500 -21.05% 9
Wales -40 5 £66,000 - 4
Northern Ireland -34 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 (7.53%) Jupyter
2 35 (4.88%) Apache Airflow
3 29 (4.04%) Apache Spark
4 26 (3.63%) SharePoint
5 17 (2.37%) Apache
6 11 (1.53%) SAS
7 6 (0.84%) IIS
8 3 (0.42%) WordPress
9 2 (0.28%) Apache Superset
9 2 (0.28%) ArcGIS
9 2 (0.28%) Confluence
10 1 (0.14%) CMS
10 1 (0.14%) GeoServer
Applications
1 119 (16.60%) Microsoft Excel
2 54 (7.53%) Chatbot
3 27 (3.77%) Microsoft Office
4 23 (3.21%) Microsoft PowerPoint
5 9 (1.26%) 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
1 342 (47.70%) Power Platform
2 160 (22.32%) Azure
3 150 (20.92%) AWS
4 60 (8.37%) Cloud Computing
5 53 (7.39%) GCP
6 39 (5.44%) Azure Data Factory
7 37 (5.16%) dbt
7 37 (5.16%) Microsoft 365
7 37 (5.16%) Snowflake
8 33 (4.60%) PowerApps
9 28 (3.91%) Power Automate
9 28 (3.91%) SaaS
10 24 (3.35%) Azure DevOps
11 21 (2.93%) Microsoft Purview
12 14 (1.95%) Amazon S3
12 14 (1.95%) Dynamics 365
13 13 (1.81%) Azure Synapse Analytics
14 10 (1.39%) Amazon Kinesis
14 10 (1.39%) Azure Machine Learning
14 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
1 342 (47.70%) Power BI
2 159 (22.18%) Tableau
3 61 (8.51%) Data Warehouse
4 40 (5.58%) SQL Server
5 26 (3.63%) Looker
6 25 (3.49%) Metadata
7 24 (3.35%) BigQuery
8 22 (3.07%) Big Data
8 22 (3.07%) Data Lake
9 21 (2.93%) Amazon Redshift
10 20 (2.79%) SQL Server Integration Services
11 19 (2.65%) Power Query
12 17 (2.37%) NoSQL
13 16 (2.23%) Relational Database
14 15 (2.09%) GIS
15 14 (1.95%) SQL Server Reporting Services
16 12 (1.67%) Data Mining
17 11 (1.53%) Amazon QuickSight
18 10 (1.39%) Azure SQL Database
18 10 (1.39%) Hadoop
Development Applications
1 54 (7.53%) Visual Studio Code
2 44 (6.14%) Git
3 9 (1.26%) Rational DOORS
4 8 (1.12%) JIRA
5 5 (0.70%) 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
1 273 (38.08%) Analytical Skills
2 268 (37.38%) Social Skills
3 216 (30.13%) Finance
4 101 (14.09%) Retail
5 85 (11.85%) Manufacturing
6 84 (11.72%) Inclusion and Diversity
7 73 (10.18%) Law
8 50 (6.97%) Public Sector
9 39 (5.44%) Marketing
10 34 (4.74%) Telecoms
11 33 (4.60%) Military
12 32 (4.46%) Banking
13 25 (3.49%) Back Office
14 23 (3.21%) Pharmaceutical
15 22 (3.07%) Organisational Skills
16 19 (2.65%) Legal
17 16 (2.23%) Front Office
18 15 (2.09%) Documentation Skills
19 13 (1.81%) Influencing Skills
20 11 (1.53%) Financial Institution
Job Titles
1 155 (21.62%) Analyst
2 106 (14.78%) Senior
3 98 (13.67%) Developer
4 92 (12.83%) Data Analyst
5 58 (8.09%) Data Engineer
6 56 (7.81%) Trainee
7 51 (7.11%) Artificial Intelligence Programmer
7 51 (7.11%) Data Scientist
7 51 (7.11%) Programmer
7 51 (7.11%) Trainee Programmer
8 46 (6.42%) Lead
9 42 (5.86%) Data Manager
10 37 (5.16%) Consultant
11 28 (3.91%) Business Intelligence Analyst
11 28 (3.91%) Business Intelligence Developer
11 28 (3.91%) Power BI Analyst
12 27 (3.77%) Junior
13 23 (3.21%) React Developer
14 22 (3.07%) Architect
15 20 (2.79%) 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%) NumPy
4 60 (8.37%) Streamlit
5 54 (7.53%) Hugging Face
6 40 (5.58%) React
7 28 (3.91%) Kafka
8 27 (3.77%) .NET
9 26 (3.63%) PySpark
10 24 (3.35%) CSS
11 23 (3.21%) HTML
12 19 (2.65%) 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 95 (13.25%) Algorithms
2 43 (6.00%) Management Information System
3 26 (3.63%) Product Ownership
4 25 (3.49%) Analytical Mindset
5 22 (3.07%) Self-Motivation
6 21 (2.93%) Data Structures
7 18 (2.51%) Cloud Native
8 14 (1.95%) Onboarding
9 13 (1.81%) Fixed Income
10 11 (1.53%) Social Media
11 10 (1.39%) IoT
11 10 (1.39%) NHS
12 9 (1.26%) Blog
12 9 (1.26%) Distributed Systems
12 9 (1.26%) Legacy Systems
12 9 (1.26%) SCADA
13 8 (1.12%) Augmented Reality
13 8 (1.12%) Clustering
13 8 (1.12%) Virtual Reality
14 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
1 386 (53.84%) Data Visualisation
2 337 (47.00%) Business Intelligence
3 334 (46.58%) Analytics
4 219 (30.54%) AI
5 209 (29.15%) Decision-Making
6 189 (26.36%) Machine Learning
7 187 (26.08%) Problem-Solving
8 168 (23.43%) Data Analysis
9 156 (21.76%) Data Modelling
10 135 (18.83%) Data Science
11 129 (17.99%) Data Governance
12 111 (15.48%) Agile
13 107 (14.92%) Actionable Insight
14 99 (13.81%) ETL
15 88 (12.27%) Continuous Improvement
15 88 (12.27%) Data Analytics
16 87 (12.13%) Data Engineering
16 87 (12.13%) Data Management
17 84 (11.72%) Workflow
18 74 (10.32%) Data-Driven Decision Making
Programming Languages
1 334 (46.58%) Python
2 305 (42.54%) SQL
3 67 (9.34%) JavaScript
4 49 (6.83%) R
5 45 (6.28%) Data Analysis Expressions
6 40 (5.58%) C#
7 37 (5.16%) TypeScript
8 32 (4.46%) Java
8 32 (4.46%) VBA
9 20 (2.79%) C++
10 15 (2.09%) Scala
11 13 (1.81%) T-SQL
12 10 (1.39%) Bash
12 10 (1.39%) C
13 9 (1.26%) 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%) ANSI SQL
Qualifications
1 138 (19.25%) Degree
2 62 (8.65%) Security Cleared
3 59 (8.23%) AWS Certification
4 54 (7.53%) AWS Certified Cloud Practitioner
5 42 (5.86%) SC Cleared
6 24 (3.35%) Master's Degree
7 19 (2.65%) DBS Check
8 17 (2.37%) Computer Science Degree
8 17 (2.37%) DV Cleared
9 15 (2.09%) Microsoft Certification
10 11 (1.53%) Azure Certification
10 11 (1.53%) MBA
11 10 (1.39%) 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
1 143 (19.94%) Data Quality
2 45 (6.28%) GDPR
3 32 (4.46%) QA
4 21 (2.93%) Accessibility
5 14 (1.95%) California Consumer Privacy Act
6 9 (1.26%) Actionable Recommendations
6 9 (1.26%) 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 21 (2.93%) Docker
2 5 (0.70%) Active Directory
2 5 (0.70%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 21 (2.93%) Terraform
2 17 (2.37%) 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
1 181 (25.24%) Microsoft
2 41 (5.72%) Databricks
3 38 (5.30%) Google
4 33 (4.60%) SAP
5 19 (2.65%) IBM
5 19 (2.65%) Oracle
6 10 (1.39%) Cognos
7 9 (1.26%) Adobe
7 9 (1.26%) Salesforce
8 8 (1.12%) Alteryx
8 8 (1.12%) MicroStrategy
9 7 (0.98%) Informatica
10 5 (0.70%) Snow
10 5 (0.70%) VMware
11 4 (0.56%) Anaplan
11 4 (0.56%) BT
11 4 (0.56%) HighQ
11 4 (0.56%) JD Edwards
11 4 (0.56%) Mapbox
11 4 (0.56%) OpenAI