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

6 months to
21 Apr 2026
Same period 2025 Same period 2024
Rank 222 113 91
Rank change year-on-year -109 -22 +45
Permanent jobs citing Visualisation 786 1,146 2,753
As % of all permanent jobs in the UK 0.90% 2.74% 2.91%
As % of the Processes & Methodologies category 1.19% 2.95% 3.39%
Number of salaries quoted 531 643 1,366
10th Percentile £33,750 £35,000 £35,000
25th Percentile £40,000 £45,000 £42,500
Median annual salary (50th Percentile) £56,500 £58,000 £55,000
Median % change year-on-year -2.59% +5.45% -6.78%
75th Percentile £75,000 £83,119 £71,250
90th Percentile £95,000 £110,000 £83,750
UK excluding London median annual salary £45,000 £52,500 £50,000
% change year-on-year -14.29% +5.00% -

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 65,992 38,867 81,094
As % of all permanent jobs advertised in the UK 75.24% 92.91% 85.83%
Number of salaries quoted 40,690 22,673 59,246
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -10.86%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -8.90%

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 21 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 21 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 -106 715 £57,500 -4.17% 431
UK excluding London -106 462 £45,000 -14.29% 344
London -94 277 £70,000 - 161
Work from Home -96 260 £60,000 +9.09% 147
North of England -66 152 £40,000 -20.00% 94
South East -40 110 £55,000 -2.65% 82
North West -29 90 £40,000 -18.78% 56
Midlands -58 89 £43,250 -21.36% 65
West Midlands -36 59 £42,500 -22.73% 34
Yorkshire -68 49 £40,000 -20.00% 26
East of England -27 38 £57,500 -11.54% 32
South West -110 38 £48,373 +11.20% 40
East Midlands -74 30 £46,445 -2.22% 31
Scotland -57 23 £49,000 +5.95% 15
North East -38 13 £37,500 -42.31% 12
Northern Ireland -42 7 - - 15
Wales -25 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 (6.87%) Jupyter
2 42 (5.34%) Apache Airflow
3 33 (4.20%) SharePoint
4 30 (3.82%) Apache Spark
5 21 (2.67%) Apache
6 13 (1.65%) Confluence
7 6 (0.76%) SAS
7 6 (0.76%) WordPress
8 5 (0.64%) 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 (21.25%) Microsoft Excel
2 54 (6.87%) Chatbot
3 29 (3.69%) Microsoft Office
4 25 (3.18%) Microsoft PowerPoint
5 10 (1.27%) CATIA
6 6 (0.76%) Spreadsheet
7 4 (0.51%) 3ds Max
7 4 (0.51%) Blender
7 4 (0.51%) Maya
7 4 (0.51%) MS Visio
7 4 (0.51%) 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 (1.91%) SAP PM
2 9 (1.15%) SAP CO
3 4 (0.51%) Dynamics CRM
3 4 (0.51%) IBM Planning Analytics
4 2 (0.25%) NetSuite
4 2 (0.25%) Salesforce CRM
5 1 (0.13%) Maximo
5 1 (0.13%) SAP S/4HANA
5 1 (0.13%) Temenos T24
Cloud Services
1 379 (48.22%) Power Platform
2 194 (24.68%) Azure
3 147 (18.70%) AWS
4 78 (9.92%) Azure Data Factory
5 60 (7.63%) Cloud Computing
6 52 (6.62%) GCP
7 42 (5.34%) Snowflake
8 41 (5.22%) Microsoft 365
9 40 (5.09%) Azure Synapse Analytics
9 40 (5.09%) dbt
10 38 (4.83%) Power Automate
11 37 (4.71%) PowerApps
12 23 (2.93%) GitHub
13 22 (2.80%) Azure DevOps
13 22 (2.80%) Google Analytics
14 19 (2.42%) Amazon S3
15 17 (2.16%) Dynamics 365
15 17 (2.16%) SaaS
16 14 (1.78%) Serverless
17 13 (1.65%) Amazon Kinesis
Communications & Networking
1 8 (1.02%) Modbus
2 7 (0.89%) Broadband
3 6 (0.76%) 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
1 378 (48.09%) Power BI
2 145 (18.45%) Tableau
3 68 (8.65%) Data Warehouse
4 63 (8.02%) SQL Server
5 40 (5.09%) Azure SQL Database
6 35 (4.45%) SQL Server Reporting Services
7 33 (4.20%) Amazon Redshift
8 26 (3.31%) BigQuery
9 25 (3.18%) Metadata
10 23 (2.93%) Looker
11 21 (2.67%) Big Data
12 20 (2.54%) BusinessObjects
12 20 (2.54%) Data Lake
13 19 (2.42%) Power Query
13 19 (2.42%) SQL Server Integration Services
14 18 (2.29%) MySQL
15 17 (2.16%) NoSQL
16 16 (2.04%) GIS
17 15 (1.91%) Relational Database
18 14 (1.78%) Amazon QuickSight
Development Applications
1 54 (6.87%) Visual Studio Code
2 46 (5.85%) Git
3 20 (2.54%) JIRA
4 10 (1.27%) Rational DOORS
5 7 (0.89%) Visual Studio
6 6 (0.76%) Jenkins
7 4 (0.51%) GitLab
7 4 (0.51%) 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
1 295 (37.53%) Analytical Skills
2 294 (37.40%) Social Skills
3 256 (32.57%) Finance
4 89 (11.32%) Retail
5 87 (11.07%) Manufacturing
6 83 (10.56%) Inclusion and Diversity
7 69 (8.78%) Marketing
8 65 (8.27%) Law
9 53 (6.74%) Public Sector
10 34 (4.33%) Banking
11 30 (3.82%) Legal
12 28 (3.56%) Telecoms
13 26 (3.31%) Front Office
13 26 (3.31%) Pharmaceutical
14 25 (3.18%) Military
15 24 (3.05%) Back Office
16 21 (2.67%) Presentation Skills
17 20 (2.54%) Organisational Skills
18 16 (2.04%) Influencing Skills
19 15 (1.91%) Billing
Job Titles
1 159 (20.23%) Analyst
2 118 (15.01%) Developer
3 110 (13.99%) Senior
4 83 (10.56%) Data Analyst
5 64 (8.14%) Data Engineer
6 59 (7.51%) Data Scientist
7 56 (7.12%) Trainee
8 51 (6.49%) Artificial Intelligence Programmer
8 51 (6.49%) Programmer
8 51 (6.49%) Trainee Programmer
9 47 (5.98%) Lead
10 42 (5.34%) Consultant
11 37 (4.71%) Business Intelligence Developer
12 31 (3.94%) React Developer
13 30 (3.82%) Data Manager
14 27 (3.44%) Architect
15 25 (3.18%) Junior
16 22 (2.80%) Business Intelligence Analyst
16 22 (2.80%) Senior Analyst
17 21 (2.67%) Business Developer
Libraries, Frameworks & Software Standards
1 67 (8.52%) Pandas
2 66 (8.40%) scikit-learn
3 64 (8.14%) Matplotlib
4 58 (7.38%) NumPy
5 56 (7.12%) Streamlit
6 54 (6.87%) Hugging Face
7 49 (6.23%) React
8 32 (4.07%) Kafka
9 27 (3.44%) WebSockets
10 26 (3.31%) PySpark
11 23 (2.93%) CSS
12 22 (2.80%) HTML
13 15 (1.91%) .NET
14 14 (1.78%) Highcharts JS
14 14 (1.78%) HTML5 Canvas
14 14 (1.78%) PyTorch
15 13 (1.65%) FIX Protocol
15 13 (1.65%) OpenFin
16 10 (1.27%) JSON
16 10 (1.27%) REST
Miscellaneous
1 88 (11.20%) Algorithms
2 46 (5.85%) Analytical Mindset
3 45 (5.73%) Self-Motivation
4 41 (5.22%) Management Information System
5 26 (3.31%) Fixed Income
6 23 (2.93%) Blog
6 23 (2.93%) Cloud Native
7 22 (2.80%) Product Ownership
8 21 (2.67%) Data Structures
9 14 (1.78%) IoT
9 14 (1.78%) Social Media
10 13 (1.65%) Onboarding
11 11 (1.40%) Legacy Systems
11 11 (1.40%) SCADA
12 10 (1.27%) Low-Code
13 9 (1.15%) Distributed Systems
14 7 (0.89%) Foreign Exchange (FX)
15 6 (0.76%) Anti-Piracy
15 6 (0.76%) Data Protection Act
15 6 (0.76%) Legacy Applications
Operating Systems
1 8 (1.02%) Linux
2 6 (0.76%) Unix
3 4 (0.51%) Android
3 4 (0.51%) Apple iOS
4 1 (0.13%) Windows
4 1 (0.13%) Windows Server
Processes & Methodologies
1 419 (53.31%) Data Visualisation
2 379 (48.22%) Business Intelligence
3 377 (47.96%) Analytics
4 258 (32.82%) Decision-Making
5 227 (28.88%) AI
6 218 (27.74%) Problem-Solving
7 200 (25.45%) Data Analysis
8 178 (22.65%) Machine Learning
9 167 (21.25%) Data Modelling
10 152 (19.34%) Data Science
11 130 (16.54%) ETL
12 127 (16.16%) Actionable Insight
13 124 (15.78%) Continuous Improvement
14 123 (15.65%) Agile
15 122 (15.52%) Data Governance
16 112 (14.25%) Data Management
17 103 (13.10%) Data Analytics
18 92 (11.70%) Data Engineering
19 87 (11.07%) Dashboard Development
20 86 (10.94%) Workflow
Programming Languages
1 356 (45.29%) SQL
2 341 (43.38%) Python
3 73 (9.29%) JavaScript
4 64 (8.14%) Data Analysis Expressions
5 56 (7.12%) R
6 35 (4.45%) VBA
7 32 (4.07%) Java
8 29 (3.69%) C#
8 29 (3.69%) TypeScript
9 18 (2.29%) Scala
10 15 (1.91%) C++
11 12 (1.53%) Bash
12 10 (1.27%) MATLAB
13 9 (1.15%) T-SQL
14 8 (1.02%) C
15 6 (0.76%) Julia
16 5 (0.64%) Ruby
16 5 (0.64%) VB
16 5 (0.64%) VBScript
17 4 (0.51%) PowerShell
Qualifications
1 189 (24.05%) Degree
2 62 (7.89%) Security Cleared
3 60 (7.63%) AWS Certification
4 54 (6.87%) AWS Certified Cloud Practitioner
5 47 (5.98%) SC Cleared
6 31 (3.94%) Master's Degree
7 22 (2.80%) Computer Science Degree
8 20 (2.54%) DBS Check
9 19 (2.42%) Microsoft Certification
10 16 (2.04%) MBA
11 13 (1.65%) Azure Certification
11 13 (1.65%) DV Cleared
12 12 (1.53%) BPSS Clearance
12 12 (1.53%) Six Sigma Green Belt
13 11 (1.40%) APMP
14 9 (1.15%) Postgraduate
15 6 (0.76%) PhD
16 5 (0.64%) AWS Certified Solutions Architect
17 3 (0.38%) ACCA
17 3 (0.38%) Numerate Degree
Quality Assurance & Compliance
1 145 (18.45%) Data Quality
2 31 (3.94%) GDPR
3 26 (3.31%) QA
4 23 (2.93%) Actionable Recommendations
5 21 (2.67%) Accessibility
6 10 (1.27%) Good Clinical Practice
6 10 (1.27%) ISO/IEC 15288
7 6 (0.76%) PMO
8 3 (0.38%) ISO/IEC 27001
8 3 (0.38%) NIST
9 2 (0.25%) ISO 19650
9 2 (0.25%) NIST 800
10 1 (0.13%) SLA
System Software
1 21 (2.67%) Docker
2 6 (0.76%) Active Directory
2 6 (0.76%) VMware Infrastructure
3 1 (0.13%) Apache Flume
3 1 (0.13%) VMware NSX
Systems Management
1 17 (2.16%) Terraform
2 15 (1.91%) Kubernetes
3 7 (0.89%) Grafana
3 7 (0.89%) Prometheus
4 5 (0.64%) SCCM
5 3 (0.38%) Ansible
5 3 (0.38%) Argo
6 2 (0.25%) Kubeflow
6 2 (0.25%) MOM
Vendors
1 181 (23.03%) Microsoft
2 49 (6.23%) SAP
3 45 (5.73%) Databricks
3 45 (5.73%) Google
4 19 (2.42%) IBM
4 19 (2.42%) Oracle
5 14 (1.78%) Salesforce
6 12 (1.53%) Adobe
7 9 (1.15%) Alteryx
8 7 (0.89%) Informatica
9 6 (0.76%) Cognos
9 6 (0.76%) Talend
9 6 (0.76%) VMware
10 5 (0.64%) BT
10 5 (0.64%) Mapbox
10 5 (0.64%) Qualtrics
10 5 (0.64%) Salesforce Marketing Cloud
10 5 (0.64%) Snow
11 4 (0.51%) Anaplan
11 4 (0.51%) ESRI