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

6 months to
23 Apr 2026
Same period 2025 Same period 2024
Rank 226 113 90
Rank change year-on-year -113 -23 +45
Permanent jobs citing Visualisation 778 1,147 2,762
As % of all permanent jobs in the UK 0.88% 2.74% 2.91%
As % of the Processes & Methodologies category 1.18% 2.95% 3.39%
Number of salaries quoted 529 642 1,370
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 £82,188 £71,250
90th Percentile £95,250 £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 66,205 38,927 81,426
As % of all permanent jobs advertised in the UK 75.18% 92.83% 85.82%
Number of salaries quoted 40,871 22,769 59,504
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% -10.57%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £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 23 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 23 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 -101 712 £57,500 -4.17% 385
UK excluding London -101 457 £45,000 -14.29% 334
London -87 279 £70,000 - 129
Work from Home -92 255 £60,000 +9.09% 124
North of England -59 152 £40,000 -20.00% 89
South East -33 109 £55,000 - 90
North West -24 90 £40,000 -20.00% 52
Midlands -63 89 £43,250 -21.36% 58
West Midlands -39 59 £42,500 -22.73% 34
Yorkshire -62 49 £40,000 -20.00% 23
East of England -31 37 £57,500 -4.79% 29
South West -104 37 £48,373 +8.80% 40
East Midlands -66 30 £46,445 -2.22% 24
Scotland -59 21 £49,000 +5.95% 15
North East -44 13 £37,500 -42.31% 14
Northern Ireland -39 7 - - 13
Wales -18 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 (6.94%) Jupyter
2 42 (5.40%) Apache Airflow
3 33 (4.24%) SharePoint
4 30 (3.86%) Apache Spark
5 21 (2.70%) Apache
6 8 (1.03%) Confluence
7 6 (0.77%) SAS
7 6 (0.77%) WordPress
8 5 (0.64%) IIS
9 3 (0.39%) 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
1 165 (21.21%) Microsoft Excel
2 54 (6.94%) Chatbot
3 29 (3.73%) Microsoft Office
4 25 (3.21%) Microsoft PowerPoint
5 10 (1.29%) CATIA
6 6 (0.77%) Spreadsheet
7 4 (0.51%) 3ds Max
7 4 (0.51%) Blender
7 4 (0.51%) Maya
7 4 (0.51%) MS Visio
8 3 (0.39%) CINEMA 4D
9 2 (0.26%) AutoCAD
9 2 (0.26%) Trello
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 (1.93%) SAP PM
2 9 (1.16%) SAP CO
3 4 (0.51%) Dynamics CRM
3 4 (0.51%) IBM Planning Analytics
4 2 (0.26%) NetSuite
4 2 (0.26%) Salesforce CRM
5 1 (0.13%) Maximo
5 1 (0.13%) SAP S/4HANA
5 1 (0.13%) Temenos T24
Cloud Services
1 373 (47.94%) Power Platform
2 191 (24.55%) Azure
3 148 (19.02%) AWS
4 76 (9.77%) Azure Data Factory
5 60 (7.71%) Cloud Computing
6 51 (6.56%) GCP
7 43 (5.53%) Snowflake
8 41 (5.27%) Microsoft 365
9 40 (5.14%) Azure Synapse Analytics
9 40 (5.14%) dbt
10 38 (4.88%) PowerApps
11 37 (4.76%) Power Automate
12 20 (2.57%) Azure DevOps
12 20 (2.57%) Google Analytics
13 19 (2.44%) Amazon S3
14 18 (2.31%) GitHub
15 17 (2.19%) Dynamics 365
15 17 (2.19%) SaaS
16 14 (1.80%) Serverless
17 13 (1.67%) Amazon Kinesis
Communications & Networking
1 8 (1.03%) Modbus
2 7 (0.90%) Broadband
3 6 (0.77%) MQTT
4 2 (0.26%) Internet
4 2 (0.26%) LoRaWAN
4 2 (0.26%) Network Security
4 2 (0.26%) Wireless
5 1 (0.13%) ADSL
5 1 (0.13%) AMQP
5 1 (0.13%) Firewall
Database & Business Intelligence
1 372 (47.81%) Power BI
2 143 (18.38%) Tableau
3 69 (8.87%) Data Warehouse
4 63 (8.10%) SQL Server
5 38 (4.88%) Azure SQL Database
6 35 (4.50%) SQL Server Reporting Services
7 33 (4.24%) Amazon Redshift
8 26 (3.34%) BigQuery
9 25 (3.21%) Metadata
10 23 (2.96%) Looker
11 21 (2.70%) Big Data
12 20 (2.57%) Data Lake
13 19 (2.44%) SQL Server Integration Services
14 17 (2.19%) BusinessObjects
14 17 (2.19%) NoSQL
15 16 (2.06%) GIS
16 15 (1.93%) MySQL
16 15 (1.93%) Power Query
16 15 (1.93%) Relational Database
17 14 (1.80%) Amazon QuickSight
Development Applications
1 54 (6.94%) Visual Studio Code
2 46 (5.91%) Git
3 15 (1.93%) JIRA
4 10 (1.29%) Rational DOORS
5 6 (0.77%) Jenkins
6 5 (0.64%) Visual Studio
7 4 (0.51%) GitLab
7 4 (0.51%) Vite
8 3 (0.39%) MLflow
8 3 (0.39%) Selenium
9 2 (0.26%) ESLint
9 2 (0.26%) Storybook
10 1 (0.13%) Cypress.io
10 1 (0.13%) LabVIEW
10 1 (0.13%) RStudio
10 1 (0.13%) Subversion
10 1 (0.13%) Yeoman
General
1 291 (37.40%) Social Skills
2 289 (37.15%) Analytical Skills
3 253 (32.52%) Finance
4 90 (11.57%) Retail
5 86 (11.05%) Manufacturing
6 83 (10.67%) Inclusion and Diversity
7 67 (8.61%) Marketing
8 65 (8.35%) Law
9 51 (6.56%) Public Sector
10 32 (4.11%) Banking
11 30 (3.86%) Legal
12 28 (3.60%) Telecoms
13 26 (3.34%) Front Office
13 26 (3.34%) Pharmaceutical
14 25 (3.21%) Military
15 24 (3.08%) Back Office
16 21 (2.70%) Presentation Skills
17 20 (2.57%) Organisational Skills
18 15 (1.93%) Billing
19 14 (1.80%) Documentation Skills
Job Titles
1 156 (20.05%) Analyst
2 114 (14.65%) Developer
3 105 (13.50%) Senior
4 82 (10.54%) Data Analyst
5 64 (8.23%) Data Engineer
6 59 (7.58%) Data Scientist
7 56 (7.20%) Trainee
8 51 (6.56%) Artificial Intelligence Programmer
8 51 (6.56%) Programmer
8 51 (6.56%) Trainee Programmer
9 48 (6.17%) Lead
10 41 (5.27%) Consultant
11 34 (4.37%) Business Intelligence Developer
12 31 (3.98%) React Developer
13 30 (3.86%) Data Manager
14 27 (3.47%) Architect
15 25 (3.21%) Junior
16 21 (2.70%) Business Intelligence Analyst
16 21 (2.70%) Senior Analyst
16 21 (2.70%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 69 (8.87%) Pandas
2 67 (8.61%) scikit-learn
3 64 (8.23%) Matplotlib
4 59 (7.58%) NumPy
5 56 (7.20%) Streamlit
6 54 (6.94%) Hugging Face
7 50 (6.43%) React
8 32 (4.11%) Kafka
9 27 (3.47%) WebSockets
10 26 (3.34%) PySpark
11 22 (2.83%) CSS
12 21 (2.70%) HTML
13 15 (1.93%) .NET
13 15 (1.93%) HTML5 Canvas
13 15 (1.93%) PyTorch
14 14 (1.80%) Highcharts JS
15 13 (1.67%) FIX Protocol
15 13 (1.67%) OpenFin
16 11 (1.41%) REST
17 10 (1.29%) Seaborn
Miscellaneous
1 89 (11.44%) Algorithms
2 46 (5.91%) Analytical Mindset
3 43 (5.53%) Self-Motivation
4 41 (5.27%) Management Information System
5 26 (3.34%) Fixed Income
6 25 (3.21%) Cloud Native
7 23 (2.96%) Blog
8 20 (2.57%) Data Structures
9 19 (2.44%) Product Ownership
10 14 (1.80%) IoT
11 13 (1.67%) Onboarding
11 13 (1.67%) Social Media
12 12 (1.54%) Legacy Systems
13 11 (1.41%) SCADA
14 9 (1.16%) Distributed Systems
15 8 (1.03%) Low-Code
16 7 (0.90%) Foreign Exchange (FX)
17 6 (0.77%) Anti-Piracy
17 6 (0.77%) Data Protection Act
17 6 (0.77%) Legacy Applications
Operating Systems
1 8 (1.03%) Linux
2 6 (0.77%) 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
1 416 (53.47%) Data Visualisation
2 372 (47.81%) Business Intelligence
3 367 (47.17%) Analytics
4 254 (32.65%) Decision-Making
5 226 (29.05%) AI
6 210 (26.99%) Problem-Solving
7 197 (25.32%) Data Analysis
8 178 (22.88%) Machine Learning
9 165 (21.21%) Data Modelling
10 154 (19.79%) Data Science
11 127 (16.32%) ETL
12 126 (16.20%) Actionable Insight
13 122 (15.68%) Data Governance
14 118 (15.17%) Continuous Improvement
15 115 (14.78%) Agile
16 111 (14.27%) Data Management
17 101 (12.98%) Data Analytics
18 91 (11.70%) Data Engineering
19 86 (11.05%) Workflow
20 84 (10.80%) Dashboard Development
Programming Languages
1 348 (44.73%) SQL
2 340 (43.70%) Python
3 72 (9.25%) JavaScript
4 62 (7.97%) Data Analysis Expressions
5 58 (7.46%) R
6 35 (4.50%) VBA
7 33 (4.24%) Java
8 30 (3.86%) TypeScript
9 29 (3.73%) C#
10 18 (2.31%) Scala
11 17 (2.19%) C++
12 12 (1.54%) Bash
13 10 (1.29%) C
13 10 (1.29%) MATLAB
14 9 (1.16%) T-SQL
15 6 (0.77%) Julia
16 5 (0.64%) Ruby
16 5 (0.64%) Rust
16 5 (0.64%) VB
16 5 (0.64%) VBScript
Qualifications
1 185 (23.78%) Degree
2 63 (8.10%) Security Cleared
3 60 (7.71%) AWS Certification
4 54 (6.94%) AWS Certified Cloud Practitioner
5 47 (6.04%) SC Cleared
6 31 (3.98%) Master's Degree
7 22 (2.83%) Computer Science Degree
8 20 (2.57%) DBS Check
9 19 (2.44%) Microsoft Certification
10 16 (2.06%) MBA
11 14 (1.80%) DV Cleared
12 13 (1.67%) Azure Certification
13 12 (1.54%) Six Sigma Green Belt
14 11 (1.41%) APMP
14 11 (1.41%) BPSS Clearance
15 9 (1.16%) Postgraduate
16 6 (0.77%) PhD
17 5 (0.64%) AWS Certified Solutions Architect
18 3 (0.39%) ACCA
18 3 (0.39%) Numerate Degree
Quality Assurance & Compliance
1 144 (18.51%) Data Quality
2 31 (3.98%) GDPR
3 27 (3.47%) QA
4 23 (2.96%) Actionable Recommendations
5 18 (2.31%) Accessibility
6 10 (1.29%) Good Clinical Practice
6 10 (1.29%) ISO/IEC 15288
7 6 (0.77%) PMO
8 4 (0.51%) ISO/IEC 27001
8 4 (0.51%) NIST
9 3 (0.39%) NIST 800
10 2 (0.26%) ISO 19650
11 1 (0.13%) SLA
System Software
1 21 (2.70%) Docker
2 6 (0.77%) Active Directory
2 6 (0.77%) VMware Infrastructure
3 1 (0.13%) Apache Flume
3 1 (0.13%) VMware NSX
Systems Management
1 17 (2.19%) Terraform
2 16 (2.06%) Kubernetes
3 7 (0.90%) Grafana
3 7 (0.90%) Prometheus
4 5 (0.64%) SCCM
5 3 (0.39%) Ansible
5 3 (0.39%) Argo
6 2 (0.26%) Kubeflow
6 2 (0.26%) MOM
Vendors
1 182 (23.39%) Microsoft
2 48 (6.17%) SAP
3 45 (5.78%) Databricks
4 43 (5.53%) Google
5 19 (2.44%) IBM
5 19 (2.44%) Oracle
6 14 (1.80%) Salesforce
7 9 (1.16%) Adobe
7 9 (1.16%) Alteryx
8 7 (0.90%) Informatica
9 6 (0.77%) Cognos
9 6 (0.77%) Talend
9 6 (0.77%) VMware
10 5 (0.64%) BT
10 5 (0.64%) Mapbox
10 5 (0.64%) Salesforce Marketing Cloud
10 5 (0.64%) Snow
11 4 (0.51%) Anaplan
11 4 (0.51%) ESRI
11 4 (0.51%) OpenAI