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

6 months to
13 Apr 2026
Same period 2025 Same period 2024
Rank 214 112 89
Rank change year-on-year -102 -23 +43
Permanent jobs citing Visualisation 820 1,133 2,751
As % of all permanent jobs in the UK 0.97% 2.75% 2.96%
As % of the Processes & Methodologies category 1.28% 2.96% 3.44%
Number of salaries quoted 562 636 1,369
10th Percentile £33,750 £35,000 £35,000
25th Percentile £40,000 £45,000 £42,500
Median annual salary (50th Percentile) £57,500 £59,875 £55,000
Median % change year-on-year -3.97% +8.86% -5.99%
75th Percentile £75,000 £83,750 £71,250
90th Percentile £94,875 £110,000 £83,750
UK excluding London median annual salary £45,000 £52,500 £50,000
% change year-on-year -14.29% +5.00% +0.54%

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 64,219 38,320 79,920
As % of all permanent jobs advertised in the UK 75.73% 92.97% 86.04%
Number of salaries quoted 39,642 22,523 59,141
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% -10.57%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £53,300 £50,000
% change year-on-year -6.19% +6.60% -7.83%

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 13 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 13 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 -98 742 £57,500 -4.17% 475
UK excluding London -107 480 £45,000 -14.29% 368
London -83 288 £70,000 -6.67% 179
Work from Home -92 278 £57,500 - 161
North of England -64 153 £40,000 -17.53% 102
South East -29 114 £55,750 -3.88% 91
Midlands -64 93 £43,250 -21.36% 77
North West -31 91 £40,000 -14.44% 61
West Midlands -17 62 £44,000 -20.00% 43
Yorkshire -69 49 £40,000 -15.79% 24
East of England -18 41 £57,500 -15.44% 36
South West -98 40 £48,373 +13.82% 39
East Midlands -64 31 £40,000 -14.44% 34
Scotland -43 27 £57,500 +27.78% 12
North East -30 13 £37,500 -42.31% 18
Northern Ireland -45 7 - - 11
Wales -22 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 (6.59%) Jupyter
2 42 (5.12%) Apache Airflow
3 38 (4.63%) SharePoint
4 30 (3.66%) Apache Spark
5 22 (2.68%) Apache
6 19 (2.32%) Confluence
7 7 (0.85%) WordPress
8 6 (0.73%) SAS
9 5 (0.61%) IIS
10 3 (0.37%) Apache Superset
11 2 (0.24%) CMS
12 1 (0.12%) Apache Synapse
12 1 (0.12%) ArcGIS
12 1 (0.12%) GeoServer
12 1 (0.12%) Microsoft Exchange
12 1 (0.12%) Palantir Foundry
12 1 (0.12%) Sitecore CMS
Applications
1 173 (21.10%) Microsoft Excel
2 54 (6.59%) Chatbot
3 29 (3.54%) Microsoft Office
4 25 (3.05%) Microsoft PowerPoint
5 10 (1.22%) CATIA
6 6 (0.73%) Spreadsheet
6 6 (0.73%) Trello
7 5 (0.61%) Blender
7 5 (0.61%) Maya
8 4 (0.49%) 3ds Max
8 4 (0.49%) MS Visio
9 3 (0.37%) 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 (1.83%) SAP PM
2 9 (1.10%) SAP CO
3 5 (0.61%) Dynamics CRM
4 4 (0.49%) IBM Planning Analytics
5 3 (0.37%) 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
1 390 (47.56%) Power Platform
2 201 (24.51%) Azure
3 149 (18.17%) AWS
4 82 (10.00%) Azure Data Factory
5 60 (7.32%) Cloud Computing
6 59 (7.20%) GCP
7 44 (5.37%) Microsoft 365
8 42 (5.12%) Snowflake
9 41 (5.00%) Power Automate
9 41 (5.00%) PowerApps
10 40 (4.88%) Azure Synapse Analytics
11 39 (4.76%) dbt
12 25 (3.05%) GitHub
13 24 (2.93%) Google Analytics
14 22 (2.68%) Azure DevOps
15 20 (2.44%) Dynamics 365
16 19 (2.32%) Amazon S3
17 16 (1.95%) SaaS
18 15 (1.83%) Serverless
19 13 (1.59%) Amazon Kinesis
Communications & Networking
1 8 (0.98%) Modbus
2 7 (0.85%) Broadband
3 6 (0.73%) 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
1 389 (47.44%) Power BI
2 151 (18.41%) Tableau
3 69 (8.41%) Data Warehouse
4 65 (7.93%) SQL Server
5 41 (5.00%) Azure SQL Database
6 36 (4.39%) SQL Server Reporting Services
7 35 (4.27%) Amazon Redshift
8 28 (3.41%) BigQuery
9 25 (3.05%) Metadata
10 24 (2.93%) Looker
11 21 (2.56%) Big Data
11 21 (2.56%) BusinessObjects
11 21 (2.56%) Power Query
12 20 (2.44%) Data Lake
12 20 (2.44%) MySQL
12 20 (2.44%) SQL Server Integration Services
13 17 (2.07%) NoSQL
14 16 (1.95%) Relational Database
15 15 (1.83%) GIS
16 14 (1.71%) Data Mining
Development Applications
1 54 (6.59%) Visual Studio Code
2 47 (5.73%) Git
3 27 (3.29%) JIRA
4 10 (1.22%) Rational DOORS
5 9 (1.10%) Visual Studio
6 6 (0.73%) Jenkins
7 4 (0.49%) GitLab
7 4 (0.49%) Vite
8 3 (0.37%) MLflow
8 3 (0.37%) 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
1 312 (38.05%) Analytical Skills
2 310 (37.80%) Social Skills
3 262 (31.95%) Finance
4 90 (10.98%) Manufacturing
5 85 (10.37%) Retail
6 83 (10.12%) Inclusion and Diversity
7 76 (9.27%) Marketing
8 66 (8.05%) Law
9 59 (7.20%) Public Sector
10 36 (4.39%) Banking
11 32 (3.90%) Legal
12 29 (3.54%) Front Office
13 28 (3.41%) Telecoms
14 25 (3.05%) Military
14 25 (3.05%) Pharmaceutical
15 24 (2.93%) Back Office
16 22 (2.68%) Presentation Skills
17 21 (2.56%) Organisational Skills
18 20 (2.44%) Influencing Skills
19 16 (1.95%) Billing
Job Titles
1 164 (20.00%) Analyst
2 128 (15.61%) Developer
3 114 (13.90%) Senior
4 86 (10.49%) Data Analyst
5 66 (8.05%) Data Engineer
6 60 (7.32%) Data Scientist
7 56 (6.83%) Trainee
8 51 (6.22%) Artificial Intelligence Programmer
8 51 (6.22%) Programmer
8 51 (6.22%) Trainee Programmer
9 48 (5.85%) Lead
10 44 (5.37%) Consultant
11 39 (4.76%) Business Intelligence Developer
12 33 (4.02%) React Developer
13 30 (3.66%) Data Manager
14 28 (3.41%) Business Intelligence Analyst
15 27 (3.29%) Architect
16 24 (2.93%) Junior
17 22 (2.68%) Power BI Developer
17 22 (2.68%) Senior Analyst
Libraries, Frameworks & Software Standards
1 67 (8.17%) Pandas
1 67 (8.17%) scikit-learn
2 64 (7.80%) Matplotlib
3 58 (7.07%) NumPy
4 56 (6.83%) Streamlit
5 54 (6.59%) Hugging Face
6 53 (6.46%) React
7 32 (3.90%) Kafka
8 30 (3.66%) WebSockets
9 28 (3.41%) PySpark
10 23 (2.80%) CSS
11 22 (2.68%) HTML
12 16 (1.95%) Highcharts JS
13 15 (1.83%) FIX Protocol
13 15 (1.83%) HTML5 Canvas
13 15 (1.83%) OpenFin
13 15 (1.83%) PyTorch
14 13 (1.59%) .NET
15 12 (1.46%) JSON
16 10 (1.22%) Seaborn
Miscellaneous
1 88 (10.73%) Algorithms
2 49 (5.98%) Analytical Mindset
3 43 (5.24%) Self-Motivation
4 41 (5.00%) Management Information System
5 28 (3.41%) Fixed Income
6 27 (3.29%) Blog
7 26 (3.17%) Cloud Native
7 26 (3.17%) Product Ownership
8 21 (2.56%) Data Structures
9 16 (1.95%) Social Media
10 15 (1.83%) IoT
11 13 (1.59%) Onboarding
12 11 (1.34%) Low-Code
12 11 (1.34%) SCADA
13 10 (1.22%) Legacy Systems
14 9 (1.10%) Distributed Systems
15 7 (0.85%) Foreign Exchange (FX)
16 6 (0.73%) Anti-Piracy
16 6 (0.73%) Data Protection Act
16 6 (0.73%) Legacy Applications
Operating Systems
1 9 (1.10%) Linux
2 7 (0.85%) Unix
3 4 (0.49%) Android
3 4 (0.49%) Apple iOS
4 2 (0.24%) Windows
5 1 (0.12%) Windows Server
Processes & Methodologies
1 447 (54.51%) Data Visualisation
2 396 (48.29%) Analytics
3 394 (48.05%) Business Intelligence
4 274 (33.41%) Decision-Making
5 236 (28.78%) AI
6 226 (27.56%) Problem-Solving
7 210 (25.61%) Data Analysis
8 180 (21.95%) Machine Learning
9 168 (20.49%) Data Modelling
10 156 (19.02%) Data Science
11 139 (16.95%) ETL
12 132 (16.10%) Agile
13 130 (15.85%) Actionable Insight
14 129 (15.73%) Continuous Improvement
15 125 (15.24%) Data Governance
16 120 (14.63%) Data Management
17 110 (13.41%) Data Analytics
18 101 (12.32%) Data Engineering
19 92 (11.22%) Dashboard Development
20 87 (10.61%) Data-Driven Decision Making
Programming Languages
1 366 (44.63%) SQL
2 351 (42.80%) Python
3 79 (9.63%) JavaScript
4 63 (7.68%) Data Analysis Expressions
5 58 (7.07%) R
6 36 (4.39%) VBA
7 33 (4.02%) Java
8 31 (3.78%) TypeScript
9 30 (3.66%) C#
10 18 (2.20%) Scala
11 13 (1.59%) C++
12 12 (1.46%) Bash
13 10 (1.22%) MATLAB
14 8 (0.98%) T-SQL
15 6 (0.73%) C
15 6 (0.73%) Julia
16 5 (0.61%) Ruby
16 5 (0.61%) VB
16 5 (0.61%) VBScript
17 4 (0.49%) PowerShell
Qualifications
1 201 (24.51%) Degree
2 65 (7.93%) Security Cleared
3 60 (7.32%) AWS Certification
4 54 (6.59%) AWS Certified Cloud Practitioner
5 51 (6.22%) SC Cleared
6 33 (4.02%) Master's Degree
7 24 (2.93%) Computer Science Degree
8 22 (2.68%) Microsoft Certification
9 20 (2.44%) DBS Check
10 17 (2.07%) MBA
11 14 (1.71%) BPSS Clearance
12 13 (1.59%) Azure Certification
13 12 (1.46%) APMP
13 12 (1.46%) Six Sigma Green Belt
14 11 (1.34%) DV Cleared
15 9 (1.10%) Postgraduate
16 7 (0.85%) PhD
17 5 (0.61%) AWS Certified Solutions Architect
17 5 (0.61%) Numerate Degree
18 4 (0.49%) CIMA
Quality Assurance & Compliance
1 145 (17.68%) Data Quality
2 31 (3.78%) GDPR
3 25 (3.05%) QA
4 24 (2.93%) Accessibility
5 23 (2.80%) Actionable Recommendations
6 10 (1.22%) Good Clinical Practice
6 10 (1.22%) ISO/IEC 15288
7 6 (0.73%) PMO
8 2 (0.24%) ISO 19650
8 2 (0.24%) ISO/IEC 27001
9 1 (0.12%) ISO 13485
9 1 (0.12%) NIST
9 1 (0.12%) SLA
System Software
1 20 (2.44%) Docker
2 6 (0.73%) VMware Infrastructure
3 4 (0.49%) Active Directory
4 1 (0.12%) Apache Flume
4 1 (0.12%) VMware NSX
Systems Management
1 17 (2.07%) Terraform
2 15 (1.83%) Kubernetes
3 8 (0.98%) Grafana
3 8 (0.98%) Prometheus
4 5 (0.61%) SCCM
5 3 (0.37%) Ansible
5 3 (0.37%) Argo
6 2 (0.24%) Kubeflow
6 2 (0.24%) MOM
7 1 (0.12%) Kibana
7 1 (0.12%) logstash
Vendors
1 190 (23.17%) Microsoft
2 54 (6.59%) SAP
3 50 (6.10%) Google
4 46 (5.61%) Databricks
5 22 (2.68%) Oracle
6 19 (2.32%) IBM
7 18 (2.20%) Salesforce
8 15 (1.83%) Adobe
9 9 (1.10%) Alteryx
10 8 (0.98%) Informatica
10 8 (0.98%) Qualtrics
11 6 (0.73%) Cognos
11 6 (0.73%) Talend
11 6 (0.73%) VMware
12 5 (0.61%) BT
12 5 (0.61%) Mapbox
12 5 (0.61%) Salesforce Marketing Cloud
12 5 (0.61%) Snow
13 4 (0.49%) Anaplan
13 4 (0.49%) JD Edwards