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

6 months to
10 Apr 2026
Same period 2025 Same period 2024
Rank 218 110 88
Rank change year-on-year -108 -22 +43
Permanent jobs citing Visualisation 830 1,132 2,764
As % of all permanent jobs in the UK 1.00% 2.77% 3.00%
As % of the Processes & Methodologies category 1.31% 2.98% 3.48%
Number of salaries quoted 568 634 1,375
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 £75,000 £83,750 £71,250
90th Percentile £94,125 £110,000 £83,750
UK excluding London median annual salary £45,000 £52,500 £50,000
% change year-on-year -14.29% +5.00% +1.28%

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 63,393 38,022 79,332
As % of all permanent jobs advertised in the UK 76.08% 92.93% 86.08%
Number of salaries quoted 39,190 22,514 58,792
10th Percentile £30,000 £31,250 £29,008
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% -10.57%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £53,688 £50,000
% change year-on-year -6.87% +7.38% -7.94%

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 10 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 10 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 -100 752 £57,500 -4.17% 455
UK excluding London -102 487 £45,000 -14.29% 379
London -77 291 £70,000 -6.67% 160
Work from Home -84 279 £58,750 +2.17% 170
North of England -62 160 £40,000 -16.67% 87
South East -22 115 £55,750 -3.88% 118
North West -22 98 £40,000 -14.44% 46
Midlands -70 92 £42,500 -22.73% 80
West Midlands -25 62 £44,000 -20.00% 37
Yorkshire -62 49 £40,000 -15.79% 26
East of England -29 41 £57,500 -16.67% 25
South West -97 40 £48,373 +13.82% 42
East Midlands -72 30 £40,000 -15.79% 43
Scotland -46 27 £57,500 +27.78% 15
North East -28 13 £37,500 -42.31% 17
Northern Ireland -38 7 - - 9
Wales -26 5 £38,500 -23.00% 15

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 (6.51%) Jupyter
2 42 (5.06%) Apache Airflow
3 39 (4.70%) SharePoint
4 30 (3.61%) Apache Spark
5 22 (2.65%) Apache
5 22 (2.65%) Confluence
6 7 (0.84%) WordPress
7 6 (0.72%) SAS
8 5 (0.60%) IIS
9 3 (0.36%) Apache Superset
10 2 (0.24%) CMS
11 1 (0.12%) Apache Synapse
11 1 (0.12%) ArcGIS
11 1 (0.12%) GeoServer
11 1 (0.12%) Microsoft Exchange
11 1 (0.12%) Palantir Foundry
11 1 (0.12%) Sitecore CMS
Applications
1 175 (21.08%) Microsoft Excel
2 54 (6.51%) Chatbot
3 30 (3.61%) Microsoft Office
4 25 (3.01%) Microsoft PowerPoint
5 10 (1.20%) CATIA
6 6 (0.72%) Spreadsheet
6 6 (0.72%) Trello
7 5 (0.60%) Blender
7 5 (0.60%) Maya
8 4 (0.48%) 3ds Max
8 4 (0.48%) MS Visio
9 3 (0.36%) CINEMA 4D
10 2 (0.24%) Adobe After Effects
10 2 (0.24%) AutoCAD
11 1 (0.12%) Adobe Premiere
11 1 (0.12%) Houdini
11 1 (0.12%) Microsoft Project
11 1 (0.12%) NUKE
11 1 (0.12%) Siemens NX
11 1 (0.12%) SOLIDWORKS
Business Applications
1 15 (1.81%) SAP PM
2 9 (1.08%) SAP CO
3 5 (0.60%) Dynamics CRM
4 4 (0.48%) IBM Planning Analytics
5 3 (0.36%) NetSuite
6 2 (0.24%) Salesforce CRM
7 1 (0.12%) Maximo
7 1 (0.12%) SAP S/4HANA
7 1 (0.12%) Temenos T24
Cloud Services
1 395 (47.59%) Power Platform
2 203 (24.46%) Azure
3 149 (17.95%) AWS
4 82 (9.88%) Azure Data Factory
5 60 (7.23%) Cloud Computing
6 59 (7.11%) GCP
7 45 (5.42%) Microsoft 365
8 42 (5.06%) Power Automate
8 42 (5.06%) PowerApps
8 42 (5.06%) Snowflake
9 40 (4.82%) Azure Synapse Analytics
10 39 (4.70%) dbt
11 25 (3.01%) GitHub
12 24 (2.89%) Google Analytics
13 22 (2.65%) Azure DevOps
14 21 (2.53%) Dynamics 365
15 19 (2.29%) Amazon S3
16 16 (1.93%) SaaS
17 15 (1.81%) Serverless
18 13 (1.57%) Adobe Analytics
Communications & Networking
1 8 (0.96%) Modbus
2 7 (0.84%) Broadband
3 6 (0.72%) MQTT
4 2 (0.24%) Internet
4 2 (0.24%) LoRaWAN
4 2 (0.24%) Network Security
4 2 (0.24%) Wireless
5 1 (0.12%) ADSL
5 1 (0.12%) AMQP
5 1 (0.12%) Firewall
Database & Business Intelligence
1 394 (47.47%) Power BI
2 154 (18.55%) Tableau
3 69 (8.31%) Data Warehouse
4 65 (7.83%) SQL Server
5 41 (4.94%) Azure SQL Database
6 36 (4.34%) SQL Server Reporting Services
7 35 (4.22%) Amazon Redshift
8 28 (3.37%) BigQuery
9 25 (3.01%) Metadata
10 24 (2.89%) Looker
11 21 (2.53%) Big Data
11 21 (2.53%) BusinessObjects
11 21 (2.53%) Power Query
12 20 (2.41%) Data Lake
12 20 (2.41%) MySQL
12 20 (2.41%) SQL Server Integration Services
13 17 (2.05%) NoSQL
14 16 (1.93%) GIS
14 16 (1.93%) Relational Database
15 14 (1.69%) Data Mining
Development Applications
1 54 (6.51%) Visual Studio Code
2 47 (5.66%) Git
3 30 (3.61%) JIRA
4 10 (1.20%) Rational DOORS
5 9 (1.08%) Visual Studio
6 6 (0.72%) Jenkins
7 4 (0.48%) GitLab
7 4 (0.48%) Vite
8 3 (0.36%) MLflow
8 3 (0.36%) Selenium
9 2 (0.24%) ESLint
9 2 (0.24%) Storybook
10 1 (0.12%) Cypress.io
10 1 (0.12%) LabVIEW
10 1 (0.12%) RStudio
10 1 (0.12%) Subversion
General
1 319 (38.43%) Analytical Skills
2 312 (37.59%) Social Skills
3 264 (31.81%) Finance
4 91 (10.96%) Manufacturing
5 85 (10.24%) Inclusion and Diversity
5 85 (10.24%) Retail
6 77 (9.28%) Marketing
7 68 (8.19%) Law
8 61 (7.35%) Public Sector
9 39 (4.70%) Banking
10 33 (3.98%) Legal
11 29 (3.49%) Front Office
11 29 (3.49%) Telecoms
12 25 (3.01%) Military
12 25 (3.01%) Pharmaceutical
13 24 (2.89%) Back Office
14 23 (2.77%) Influencing Skills
15 22 (2.65%) Presentation Skills
16 21 (2.53%) Organisational Skills
17 16 (1.93%) Billing
Job Titles
1 167 (20.12%) Analyst
2 129 (15.54%) Developer
3 119 (14.34%) Senior
4 88 (10.60%) Data Analyst
5 66 (7.95%) Data Engineer
6 61 (7.35%) Data Scientist
7 56 (6.75%) Trainee
8 51 (6.14%) Artificial Intelligence Programmer
8 51 (6.14%) Programmer
8 51 (6.14%) Trainee Programmer
9 47 (5.66%) Lead
10 44 (5.30%) Consultant
11 39 (4.70%) Business Intelligence Developer
12 33 (3.98%) React Developer
13 32 (3.86%) Data Manager
14 29 (3.49%) Business Intelligence Analyst
15 27 (3.25%) Architect
16 24 (2.89%) Junior
17 22 (2.65%) Senior Analyst
17 22 (2.65%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 67 (8.07%) Pandas
1 67 (8.07%) scikit-learn
2 64 (7.71%) Matplotlib
3 58 (6.99%) NumPy
4 56 (6.75%) Streamlit
5 54 (6.51%) Hugging Face
6 53 (6.39%) React
7 32 (3.86%) Kafka
8 30 (3.61%) WebSockets
9 28 (3.37%) PySpark
10 23 (2.77%) CSS
11 22 (2.65%) HTML
12 16 (1.93%) Highcharts JS
12 16 (1.93%) HTML5 Canvas
13 15 (1.81%) FIX Protocol
13 15 (1.81%) OpenFin
13 15 (1.81%) PyTorch
14 12 (1.45%) .NET
14 12 (1.45%) JSON
15 10 (1.20%) Seaborn
Miscellaneous
1 88 (10.60%) Algorithms
2 50 (6.02%) Analytical Mindset
3 43 (5.18%) Self-Motivation
4 41 (4.94%) Management Information System
5 28 (3.37%) Fixed Income
6 27 (3.25%) Blog
6 27 (3.25%) Cloud Native
7 26 (3.13%) Product Ownership
8 21 (2.53%) Data Structures
9 16 (1.93%) Social Media
10 15 (1.81%) IoT
11 13 (1.57%) Onboarding
12 11 (1.33%) Low-Code
12 11 (1.33%) SCADA
13 10 (1.20%) Legacy Systems
14 9 (1.08%) Distributed Systems
15 7 (0.84%) Foreign Exchange (FX)
16 6 (0.72%) Anti-Piracy
16 6 (0.72%) Data Protection Act
16 6 (0.72%) Legacy Applications
Operating Systems
1 10 (1.20%) Linux
2 8 (0.96%) Unix
3 4 (0.48%) Android
3 4 (0.48%) Apple iOS
4 3 (0.36%) Windows
5 1 (0.12%) Windows Server
Processes & Methodologies
1 450 (54.22%) Data Visualisation
2 405 (48.80%) Analytics
3 399 (48.07%) Business Intelligence
4 277 (33.37%) Decision-Making
5 238 (28.67%) AI
6 234 (28.19%) Problem-Solving
7 213 (25.66%) Data Analysis
8 183 (22.05%) Machine Learning
9 171 (20.60%) Data Modelling
10 157 (18.92%) Data Science
11 140 (16.87%) ETL
12 135 (16.27%) Agile
13 133 (16.02%) Actionable Insight
13 133 (16.02%) Continuous Improvement
14 125 (15.06%) Data Governance
15 120 (14.46%) Data Management
16 112 (13.49%) Data Analytics
17 102 (12.29%) Data Engineering
18 92 (11.08%) Dashboard Development
19 88 (10.60%) Data-Driven Decision Making
Programming Languages
1 371 (44.70%) SQL
2 355 (42.77%) Python
3 80 (9.64%) JavaScript
4 63 (7.59%) Data Analysis Expressions
5 61 (7.35%) R
6 37 (4.46%) VBA
7 33 (3.98%) Java
8 31 (3.73%) TypeScript
9 30 (3.61%) C#
10 18 (2.17%) Scala
11 13 (1.57%) C++
12 12 (1.45%) Bash
13 10 (1.20%) MATLAB
14 8 (0.96%) T-SQL
15 6 (0.72%) C
15 6 (0.72%) Julia
16 5 (0.60%) Ruby
16 5 (0.60%) VB
16 5 (0.60%) VBScript
17 4 (0.48%) PowerShell
Qualifications
1 207 (24.94%) Degree
2 66 (7.95%) Security Cleared
3 60 (7.23%) AWS Certification
4 54 (6.51%) AWS Certified Cloud Practitioner
5 52 (6.27%) SC Cleared
6 34 (4.10%) Master's Degree
7 25 (3.01%) Computer Science Degree
8 23 (2.77%) Microsoft Certification
9 22 (2.65%) DBS Check
10 17 (2.05%) MBA
11 16 (1.93%) BPSS Clearance
12 13 (1.57%) Azure Certification
13 12 (1.45%) APMP
13 12 (1.45%) Six Sigma Green Belt
14 11 (1.33%) DV Cleared
15 8 (0.96%) Postgraduate
16 7 (0.84%) Numerate Degree
16 7 (0.84%) PhD
17 5 (0.60%) AWS Certified Solutions Architect
17 5 (0.60%) CIMA
Quality Assurance & Compliance
1 146 (17.59%) Data Quality
2 30 (3.61%) GDPR
3 27 (3.25%) Accessibility
4 25 (3.01%) QA
5 23 (2.77%) Actionable Recommendations
6 10 (1.20%) Good Clinical Practice
6 10 (1.20%) ISO/IEC 15288
7 6 (0.72%) PMO
8 3 (0.36%) ISO/IEC 27001
9 2 (0.24%) Disclosure Scotland
9 2 (0.24%) ISO 19650
10 1 (0.12%) ISO 13485
10 1 (0.12%) NIST
10 1 (0.12%) SLA
System Software
1 20 (2.41%) Docker
2 6 (0.72%) VMware Infrastructure
3 4 (0.48%) Active Directory
4 1 (0.12%) Apache Flume
4 1 (0.12%) VMware NSX
Systems Management
1 17 (2.05%) Terraform
2 15 (1.81%) Kubernetes
3 8 (0.96%) Grafana
3 8 (0.96%) Prometheus
4 5 (0.60%) SCCM
5 3 (0.36%) Ansible
5 3 (0.36%) Argo
6 2 (0.24%) Kubeflow
6 2 (0.24%) MOM
7 1 (0.12%) Kibana
7 1 (0.12%) logstash
Vendors
1 192 (23.13%) Microsoft
2 55 (6.63%) SAP
3 50 (6.02%) Google
4 47 (5.66%) Databricks
5 23 (2.77%) Oracle
6 19 (2.29%) IBM
6 19 (2.29%) Salesforce
7 18 (2.17%) Adobe
8 11 (1.33%) Qualtrics
9 10 (1.20%) Alteryx
10 8 (0.96%) Informatica
11 6 (0.72%) Cognos
11 6 (0.72%) Talend
11 6 (0.72%) VMware
12 5 (0.60%) BT
12 5 (0.60%) Mapbox
12 5 (0.60%) Salesforce Marketing Cloud
12 5 (0.60%) Snow
13 4 (0.48%) Anaplan
13 4 (0.48%) JD Edwards