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

6 months to
17 Apr 2026
Same period 2025 Same period 2024
Rank 217 108 88
Rank change year-on-year -109 -20 +47
Permanent jobs citing Visualisation 799 1,140 2,779
As % of all permanent jobs in the UK 0.93% 2.74% 2.94%
As % of the Processes & Methodologies category 1.23% 2.95% 3.42%
Number of salaries quoted 544 644 1,388
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 £83,738 £71,250
90th Percentile £94,625 £110,000 £83,750
UK excluding London median annual salary £45,000 £52,500 £50,000
% change year-on-year -14.29% +5.00% +0.27%

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 64,999 38,652 81,347
As % of all permanent jobs advertised in the UK 75.50% 92.94% 86.02%
Number of salaries quoted 40,056 22,591 59,648
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £39,757
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -10.20%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £52,600 £50,000
% change year-on-year -4.94% +5.20% -8.26%

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 17 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 17 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 -99 726 £57,500 -4.17% 447
UK excluding London -100 472 £45,000 -14.29% 353
London -84 280 £71,750 -1.03% 163
Work from Home -100 266 £60,000 +4.62% 149
North of England -56 153 £40,000 -20.00% 100
South East -32 113 £55,000 -5.17% 90
Midlands -69 92 £42,500 -22.73% 71
North West -19 91 £40,000 -18.78% 57
West Midlands -35 60 £42,500 -22.73% 42
Yorkshire -66 49 £40,000 -15.79% 27
South West -102 39 £48,373 +11.20% 40
East of England -17 38 £57,500 -13.53% 33
East Midlands -61 32 £45,390 -2.91% 29
Scotland -57 25 £60,000 +29.73% 10
North East -36 13 £37,500 -42.31% 17
Northern Ireland -36 7 - - 8
Wales -24 5 £38,500 -23.00% 6

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 (6.76%) Jupyter
2 43 (5.38%) Apache Airflow
3 34 (4.26%) SharePoint
4 30 (3.75%) Apache Spark
5 22 (2.75%) Apache
6 14 (1.75%) Confluence
7 6 (0.75%) SAS
7 6 (0.75%) WordPress
8 5 (0.63%) IIS
9 3 (0.38%) Apache Superset
10 1 (0.13%) Apache Synapse
10 1 (0.13%) ArcGIS
10 1 (0.13%) CMS
10 1 (0.13%) GeoServer
10 1 (0.13%) Microsoft Exchange
Applications
1 167 (20.90%) Microsoft Excel
2 54 (6.76%) Chatbot
3 29 (3.63%) Microsoft Office
4 25 (3.13%) Microsoft PowerPoint
5 10 (1.25%) CATIA
6 6 (0.75%) Spreadsheet
7 4 (0.50%) 3ds Max
7 4 (0.50%) Blender
7 4 (0.50%) Maya
7 4 (0.50%) MS Visio
7 4 (0.50%) Trello
8 3 (0.38%) CINEMA 4D
9 2 (0.25%) AutoCAD
10 1 (0.13%) Adobe After Effects
10 1 (0.13%) Adobe Premiere
10 1 (0.13%) Houdini
10 1 (0.13%) Microsoft Project
10 1 (0.13%) NUKE
10 1 (0.13%) Siemens NX
10 1 (0.13%) SOLIDWORKS
Business Applications
1 15 (1.88%) SAP PM
2 9 (1.13%) SAP CO
3 5 (0.63%) Dynamics CRM
4 4 (0.50%) IBM Planning Analytics
5 3 (0.38%) NetSuite
6 2 (0.25%) Salesforce CRM
7 1 (0.13%) Maximo
7 1 (0.13%) SAP S/4HANA
7 1 (0.13%) Temenos T24
Cloud Services
1 383 (47.93%) Power Platform
2 198 (24.78%) Azure
3 148 (18.52%) AWS
4 80 (10.01%) Azure Data Factory
5 60 (7.51%) Cloud Computing
6 54 (6.76%) GCP
7 42 (5.26%) Microsoft 365
8 41 (5.13%) Snowflake
9 40 (5.01%) Azure Synapse Analytics
10 39 (4.88%) dbt
10 39 (4.88%) Power Automate
11 38 (4.76%) PowerApps
12 23 (2.88%) GitHub
13 22 (2.75%) Azure DevOps
13 22 (2.75%) Google Analytics
14 19 (2.38%) Amazon S3
15 18 (2.25%) Dynamics 365
16 16 (2.00%) SaaS
17 14 (1.75%) Serverless
18 13 (1.63%) Amazon Kinesis
Communications & Networking
1 8 (1.00%) Modbus
2 7 (0.88%) Broadband
3 6 (0.75%) MQTT
4 2 (0.25%) Internet
4 2 (0.25%) LoRaWAN
4 2 (0.25%) Network Security
4 2 (0.25%) Wireless
5 1 (0.13%) ADSL
5 1 (0.13%) AMQP
5 1 (0.13%) Firewall
Database & Business Intelligence
1 382 (47.81%) Power BI
2 148 (18.52%) Tableau
3 69 (8.64%) Data Warehouse
4 64 (8.01%) SQL Server
5 40 (5.01%) Azure SQL Database
6 35 (4.38%) SQL Server Reporting Services
7 33 (4.13%) Amazon Redshift
8 26 (3.25%) BigQuery
9 25 (3.13%) Metadata
10 21 (2.63%) Big Data
10 21 (2.63%) Looker
11 20 (2.50%) BusinessObjects
11 20 (2.50%) Data Lake
12 19 (2.38%) Power Query
12 19 (2.38%) SQL Server Integration Services
13 18 (2.25%) MySQL
14 17 (2.13%) NoSQL
15 16 (2.00%) GIS
15 16 (2.00%) Relational Database
16 14 (1.75%) Amazon QuickSight
Development Applications
1 54 (6.76%) Visual Studio Code
2 46 (5.76%) Git
3 21 (2.63%) JIRA
4 10 (1.25%) Rational DOORS
5 7 (0.88%) Visual Studio
6 6 (0.75%) Jenkins
7 4 (0.50%) GitLab
7 4 (0.50%) Vite
8 3 (0.38%) MLflow
8 3 (0.38%) Selenium
9 2 (0.25%) ESLint
9 2 (0.25%) Storybook
10 1 (0.13%) Cypress.io
10 1 (0.13%) LabVIEW
10 1 (0.13%) RStudio
10 1 (0.13%) Subversion
General
1 300 (37.55%) Analytical Skills
2 299 (37.42%) Social Skills
3 255 (31.91%) Finance
4 89 (11.14%) Manufacturing
5 86 (10.76%) Retail
6 84 (10.51%) Inclusion and Diversity
7 73 (9.14%) Marketing
8 65 (8.14%) Law
9 55 (6.88%) Public Sector
10 32 (4.01%) Banking
11 31 (3.88%) Legal
12 29 (3.63%) Telecoms
13 27 (3.38%) Front Office
14 26 (3.25%) Pharmaceutical
15 25 (3.13%) Military
16 24 (3.00%) Back Office
17 21 (2.63%) Presentation Skills
18 19 (2.38%) Organisational Skills
19 17 (2.13%) Influencing Skills
20 15 (1.88%) Billing
Job Titles
1 160 (20.03%) Analyst
2 121 (15.14%) Developer
3 109 (13.64%) Senior
4 84 (10.51%) Data Analyst
5 65 (8.14%) Data Engineer
6 60 (7.51%) Data Scientist
7 56 (7.01%) Trainee
8 51 (6.38%) Artificial Intelligence Programmer
8 51 (6.38%) Programmer
8 51 (6.38%) Trainee Programmer
9 49 (6.13%) Lead
10 43 (5.38%) Consultant
11 38 (4.76%) Business Intelligence Developer
12 32 (4.01%) React Developer
13 30 (3.75%) Data Manager
14 27 (3.38%) Architect
15 25 (3.13%) Junior
16 24 (3.00%) Business Intelligence Analyst
17 21 (2.63%) Business Developer
17 21 (2.63%) Senior Analyst
Libraries, Frameworks & Software Standards
1 67 (8.39%) Pandas
1 67 (8.39%) scikit-learn
2 64 (8.01%) Matplotlib
3 58 (7.26%) NumPy
4 56 (7.01%) Streamlit
5 54 (6.76%) Hugging Face
6 50 (6.26%) React
7 32 (4.01%) Kafka
8 28 (3.50%) WebSockets
9 26 (3.25%) PySpark
10 23 (2.88%) CSS
11 22 (2.75%) HTML
12 15 (1.88%) .NET
12 15 (1.88%) Highcharts JS
12 15 (1.88%) HTML5 Canvas
12 15 (1.88%) PyTorch
13 14 (1.75%) FIX Protocol
13 14 (1.75%) OpenFin
14 10 (1.25%) JSON
14 10 (1.25%) REST
Miscellaneous
1 88 (11.01%) Algorithms
2 47 (5.88%) Analytical Mindset
3 44 (5.51%) Self-Motivation
4 42 (5.26%) Management Information System
5 27 (3.38%) Fixed Income
6 26 (3.25%) Blog
7 24 (3.00%) Cloud Native
8 22 (2.75%) Product Ownership
9 21 (2.63%) Data Structures
10 15 (1.88%) IoT
11 14 (1.75%) Social Media
12 13 (1.63%) Onboarding
13 11 (1.38%) Legacy Systems
13 11 (1.38%) SCADA
14 10 (1.25%) Low-Code
15 9 (1.13%) Distributed Systems
16 7 (0.88%) Foreign Exchange (FX)
17 6 (0.75%) Anti-Piracy
17 6 (0.75%) Data Protection Act
17 6 (0.75%) Legacy Applications
Operating Systems
1 8 (1.00%) Linux
2 6 (0.75%) Unix
3 4 (0.50%) Android
3 4 (0.50%) Apple iOS
4 1 (0.13%) Windows
4 1 (0.13%) Windows Server
Processes & Methodologies
1 435 (54.44%) Data Visualisation
2 384 (48.06%) Analytics
2 384 (48.06%) Business Intelligence
3 263 (32.92%) Decision-Making
4 234 (29.29%) AI
5 219 (27.41%) Problem-Solving
6 203 (25.41%) Data Analysis
7 179 (22.40%) Machine Learning
8 170 (21.28%) Data Modelling
9 154 (19.27%) Data Science
10 133 (16.65%) ETL
11 129 (16.15%) Actionable Insight
12 125 (15.64%) Continuous Improvement
13 124 (15.52%) Data Governance
14 123 (15.39%) Agile
15 117 (14.64%) Data Management
16 106 (13.27%) Data Analytics
17 96 (12.02%) Data Engineering
18 88 (11.01%) Dashboard Development
19 87 (10.89%) Workflow
Programming Languages
1 360 (45.06%) SQL
2 347 (43.43%) Python
3 75 (9.39%) JavaScript
4 64 (8.01%) Data Analysis Expressions
5 57 (7.13%) R
6 35 (4.38%) VBA
7 32 (4.01%) Java
8 30 (3.75%) C#
9 29 (3.63%) TypeScript
10 18 (2.25%) Scala
11 14 (1.75%) C++
12 12 (1.50%) Bash
13 10 (1.25%) MATLAB
14 8 (1.00%) T-SQL
15 7 (0.88%) C
16 6 (0.75%) Julia
17 5 (0.63%) Ruby
17 5 (0.63%) VB
17 5 (0.63%) VBScript
18 4 (0.50%) PowerShell
Qualifications
1 199 (24.91%) Degree
2 63 (7.88%) Security Cleared
3 60 (7.51%) AWS Certification
4 54 (6.76%) AWS Certified Cloud Practitioner
5 49 (6.13%) SC Cleared
6 32 (4.01%) Master's Degree
7 23 (2.88%) Computer Science Degree
8 20 (2.50%) DBS Check
8 20 (2.50%) Microsoft Certification
9 16 (2.00%) MBA
10 13 (1.63%) Azure Certification
11 12 (1.50%) BPSS Clearance
11 12 (1.50%) DV Cleared
11 12 (1.50%) Six Sigma Green Belt
12 11 (1.38%) APMP
13 9 (1.13%) Postgraduate
14 7 (0.88%) PhD
15 5 (0.63%) AWS Certified Solutions Architect
16 4 (0.50%) Numerate Degree
17 3 (0.38%) ACCA
Quality Assurance & Compliance
1 146 (18.27%) Data Quality
2 32 (4.01%) GDPR
3 26 (3.25%) QA
4 23 (2.88%) Actionable Recommendations
5 21 (2.63%) Accessibility
6 10 (1.25%) Good Clinical Practice
6 10 (1.25%) ISO/IEC 15288
7 6 (0.75%) PMO
8 2 (0.25%) ISO 19650
8 2 (0.25%) ISO/IEC 27001
8 2 (0.25%) NIST
9 1 (0.13%) ISO 13485
9 1 (0.13%) NIST 800
9 1 (0.13%) SLA
System Software
1 21 (2.63%) Docker
2 6 (0.75%) Active Directory
2 6 (0.75%) VMware Infrastructure
3 1 (0.13%) Apache Flume
3 1 (0.13%) VMware NSX
Systems Management
1 17 (2.13%) Terraform
2 15 (1.88%) Kubernetes
3 7 (0.88%) Grafana
3 7 (0.88%) Prometheus
4 5 (0.63%) SCCM
5 3 (0.38%) Ansible
5 3 (0.38%) Argo
6 2 (0.25%) Kubeflow
6 2 (0.25%) MOM
7 1 (0.13%) Kibana
7 1 (0.13%) logstash
Vendors
1 186 (23.28%) Microsoft
2 51 (6.38%) SAP
3 46 (5.76%) Google
4 45 (5.63%) Databricks
5 20 (2.50%) Oracle
6 19 (2.38%) IBM
7 17 (2.13%) Salesforce
8 12 (1.50%) Adobe
9 10 (1.25%) Alteryx
10 8 (1.00%) Informatica
11 6 (0.75%) Cognos
11 6 (0.75%) Talend
11 6 (0.75%) VMware
12 5 (0.63%) BT
12 5 (0.63%) Mapbox
12 5 (0.63%) Qualtrics
12 5 (0.63%) Salesforce Marketing Cloud
12 5 (0.63%) Snow
13 4 (0.50%) Anaplan
13 4 (0.50%) ESRI