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 20 July 2026, with comparisons to the same periods in the previous two years.

6 months to
20 Jul 2026
Same period 2025 Same period 2024
Rank 279 124 96
Rank change year-on-year -155 -28 +42
Permanent jobs citing Visualisation 696 1,210 2,506
As % of all permanent jobs in the UK 0.70% 2.45% 2.61%
As % of the Processes & Methodologies category 0.95% 2.72% 3.18%
Number of salaries quoted 497 595 1,165
10th Percentile £30,000 £38,750 £37,500
25th Percentile £34,500 £42,500 £42,725
Median annual salary (50th Percentile) £47,500 £57,500 £58,800
Median % change year-on-year -17.39% -2.21% -2.00%
75th Percentile £70,000 £76,000 £75,000
90th Percentile £93,750 £100,000 £87,500
UK excluding London median annual salary £40,000 £52,500 £52,500
% change year-on-year -23.81% - +0.21%

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 73,502 44,419 78,905
As % of all permanent jobs advertised in the UK 73.60% 90.05% 82.05%
Number of salaries quoted 50,918 25,002 54,550
10th Percentile £30,250 £28,750 £30,000
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £60,000 £56,500 £55,000
Median % change year-on-year +6.19% +2.73% -8.79%
75th Percentile £78,750 £76,250 £73,250
90th Percentile £100,000 £98,474 £93,750
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -9.09%

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 20 July 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 20 July 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 -129 654 £47,500 -17.39% 322
UK excluding London -132 415 £40,000 -23.81% 238
London -118 235 £73,750 +9.26% 126
Work from Home -123 203 £54,191 -5.76% 99
North of England -10 160 £37,500 -27.88% 70
North West +12 113 £40,000 -16.67% 38
Midlands -53 86 £40,000 -14.44% 43
South East -75 83 £47,500 -5.00% 72
South West -109 52 £45,000 -5.26% 31
West Midlands -38 46 £37,500 -31.00% 25
Yorkshire -19 40 £37,500 -39.14% 18
East Midlands -35 40 £47,500 +10.47% 18
East of England -40 19 £54,000 -32.50% 18
North East -49 7 £37,500 -16.67% 15
Scotland -80 7 £37,500 -46.43% 6
Wales -52 5 £66,000 - 3
Northern Ireland -60 3 - - 2

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 (7.76%) Jupyter
2 26 (3.74%) Apache Spark
3 23 (3.30%) SharePoint
4 20 (2.87%) Apache Airflow
5 10 (1.44%) SAS
6 6 (0.86%) Apache
7 4 (0.57%) ArcGIS
8 2 (0.29%) IIS
9 1 (0.14%) CMS
9 1 (0.14%) Confluence
9 1 (0.14%) GeoServer
9 1 (0.14%) WordPress
Applications
1 108 (15.52%) Microsoft Excel
2 56 (8.05%) Chatbot
3 20 (2.87%) Microsoft Office
4 18 (2.59%) Microsoft PowerPoint
5 9 (1.29%) CATIA
6 6 (0.86%) Blender
6 6 (0.86%) Maya
6 6 (0.86%) Spreadsheet
7 3 (0.43%) 3ds Max
7 3 (0.43%) CINEMA 4D
7 3 (0.43%) MS Visio
8 2 (0.29%) Lightworks
8 2 (0.29%) Microsoft Project
8 2 (0.29%) Windchill
9 1 (0.14%) Photoshop
Business Applications
1 19 (2.73%) SAP PM
2 5 (0.72%) Dynamics CRM
3 2 (0.29%) IBM Planning Analytics
3 2 (0.29%) SAP CO
4 1 (0.14%) Dynamics GP
4 1 (0.14%) Maximo
4 1 (0.14%) NetSuite
Cloud Services
1 337 (48.42%) Power Platform
2 146 (20.98%) Azure
3 142 (20.40%) AWS
4 61 (8.76%) Cloud Computing
5 53 (7.61%) GCP
6 36 (5.17%) dbt
7 32 (4.60%) Microsoft 365
8 31 (4.45%) Azure Data Factory
8 31 (4.45%) SaaS
9 27 (3.88%) Azure DevOps
9 27 (3.88%) PowerApps
9 27 (3.88%) Snowflake
10 24 (3.45%) Power Automate
11 20 (2.87%) Microsoft Purview
12 17 (2.44%) Dynamics 365
13 15 (2.16%) Google Analytics
14 11 (1.58%) Azure Machine Learning
14 11 (1.58%) Dataform
14 11 (1.58%) GitHub
15 9 (1.29%) Azure Synapse Analytics
Communications & Networking
1 14 (2.01%) Broadband
2 6 (0.86%) 5G
3 5 (0.72%) Internet
4 4 (0.57%) Modbus
4 4 (0.57%) MQTT
5 3 (0.43%) Wireless
6 2 (0.29%) HTTP
6 2 (0.29%) LoRaWAN
6 2 (0.29%) Network Security
6 2 (0.29%) TCP/IP
7 1 (0.14%) AMQP
7 1 (0.14%) Intranet
7 1 (0.14%) Profibus
7 1 (0.14%) VoIP
Database & Business Intelligence
1 337 (48.42%) Power BI
2 158 (22.70%) Tableau
3 62 (8.91%) Data Warehouse
4 38 (5.46%) SQL Server
5 37 (5.32%) Looker
6 28 (4.02%) Power Query
7 24 (3.45%) SQL Server Integration Services
8 21 (3.02%) BigQuery
8 21 (3.02%) Data Lake
8 21 (3.02%) Metadata
9 20 (2.87%) SQL Server Reporting Services
10 18 (2.59%) Big Data
10 18 (2.59%) Relational Database
11 16 (2.30%) GIS
12 11 (1.58%) NoSQL
12 11 (1.58%) QlikView
13 10 (1.44%) Amazon Redshift
13 10 (1.44%) PostgreSQL
14 9 (1.29%) Azure SQL Database
15 8 (1.15%) Delta Lake
Development Applications
1 54 (7.76%) Visual Studio Code
2 31 (4.45%) Git
3 9 (1.29%) Rational DOORS
4 8 (1.15%) JIRA
5 6 (0.86%) Jenkins
6 4 (0.57%) Visual Studio
6 4 (0.57%) Vite
7 3 (0.43%) GitLab
7 3 (0.43%) MLflow
7 3 (0.43%) Selenium
8 2 (0.29%) ESLint
8 2 (0.29%) Storybook
9 1 (0.14%) CocoaPods
9 1 (0.14%) Cypress.io
9 1 (0.14%) fastlane
9 1 (0.14%) RStudio
9 1 (0.14%) Xcode
9 1 (0.14%) Yeoman
General
1 280 (40.23%) Social Skills
2 279 (40.09%) Analytical Skills
3 228 (32.76%) Finance
4 104 (14.94%) Retail
5 87 (12.50%) Manufacturing
6 82 (11.78%) Law
7 79 (11.35%) Inclusion and Diversity
8 47 (6.75%) Public Sector
9 43 (6.18%) Marketing
10 42 (6.03%) Military
11 39 (5.60%) Telecoms
12 31 (4.45%) Banking
13 30 (4.31%) Back Office
14 23 (3.30%) Organisational Skills
15 16 (2.30%) Influencing Skills
16 15 (2.16%) Legal
17 14 (2.01%) Front Office
17 14 (2.01%) Presentation Skills
18 13 (1.87%) Financial Institution
19 12 (1.72%) Documentation Skills
Job Titles
1 155 (22.27%) Analyst
2 108 (15.52%) Senior
3 90 (12.93%) Data Analyst
4 87 (12.50%) Developer
5 58 (8.33%) Data Engineer
6 56 (8.05%) Trainee
7 51 (7.33%) Artificial Intelligence Programmer
7 51 (7.33%) Programmer
7 51 (7.33%) Trainee Programmer
8 50 (7.18%) Data Scientist
9 41 (5.89%) Lead
10 40 (5.75%) Consultant
11 35 (5.03%) Data Manager
12 24 (3.45%) Software Engineer
13 22 (3.16%) Power BI Analyst
14 21 (3.02%) Business Intelligence Analyst
14 21 (3.02%) Data Consultant
14 21 (3.02%) Performance Analyst
15 20 (2.87%) Senior Analyst
16 19 (2.73%) Junior
Libraries, Frameworks & Software Standards
1 68 (9.77%) Pandas
1 68 (9.77%) scikit-learn
2 63 (9.05%) Matplotlib
3 60 (8.62%) NumPy
3 60 (8.62%) Streamlit
4 54 (7.76%) Hugging Face
5 39 (5.60%) React
6 28 (4.02%) .NET
7 26 (3.74%) Kafka
8 25 (3.59%) PySpark
9 21 (3.02%) CSS
10 20 (2.87%) HTML
11 15 (2.16%) WebSockets
12 14 (2.01%) PyTorch
13 13 (1.87%) CSS3
13 13 (1.87%) HTML5
13 13 (1.87%) jQuery
14 12 (1.72%) Ajax
14 12 (1.72%) REST
14 12 (1.72%) Sass
Miscellaneous
1 86 (12.36%) Algorithms
2 39 (5.60%) Management Information System
3 28 (4.02%) Analytical Mindset
3 28 (4.02%) Product Ownership
4 23 (3.30%) Data Structures
5 20 (2.87%) Cloud Native
6 15 (2.16%) Social Media
7 13 (1.87%) Blog
7 13 (1.87%) Self-Motivation
8 12 (1.72%) Onboarding
9 11 (1.58%) IoT
10 10 (1.44%) Fixed Income
10 10 (1.44%) Legacy Systems
10 10 (1.44%) NHS
11 9 (1.29%) Foreign Exchange (FX)
11 9 (1.29%) Greenfield Project
12 7 (1.01%) AI Agents
12 7 (1.01%) Clustering
12 7 (1.01%) Data Protection Act
12 7 (1.01%) Virtual Reality
Operating Systems
1 12 (1.72%) Linux
2 7 (1.01%) Unix
3 4 (0.57%) Apple iOS
4 3 (0.43%) Android
4 3 (0.43%) Windows
5 2 (0.29%) Windows Server
Processes & Methodologies
1 369 (53.02%) Data Visualisation
2 334 (47.99%) Business Intelligence
3 304 (43.68%) Analytics
4 223 (32.04%) AI
5 215 (30.89%) Decision-Making
6 196 (28.16%) Problem-Solving
7 180 (25.86%) Machine Learning
8 158 (22.70%) Data Analysis
9 152 (21.84%) Data Modelling
10 129 (18.53%) Data Science
11 128 (18.39%) Data Governance
12 118 (16.95%) Agile
13 110 (15.80%) Actionable Insight
14 93 (13.36%) Continuous Improvement
15 83 (11.93%) Data Pipeline
16 81 (11.64%) Dashboard Development
16 81 (11.64%) Workflow
17 80 (11.49%) Data Analytics
17 80 (11.49%) Data Engineering
17 80 (11.49%) ETL
Programming Languages
1 311 (44.68%) Python
2 301 (43.25%) SQL
3 67 (9.63%) JavaScript
4 51 (7.33%) C#
5 43 (6.18%) Data Analysis Expressions
6 38 (5.46%) TypeScript
7 37 (5.32%) R
8 27 (3.88%) Java
9 22 (3.16%) C++
10 19 (2.73%) VBA
11 14 (2.01%) Scala
12 13 (1.87%) T-SQL
13 9 (1.29%) MATLAB
14 8 (1.15%) C
15 6 (0.86%) Bash
15 6 (0.86%) Julia
15 6 (0.86%) Rust
16 5 (0.72%) PowerShell
16 5 (0.72%) VB
16 5 (0.72%) VBScript
Qualifications
1 136 (19.54%) Degree
2 64 (9.20%) Security Cleared
3 57 (8.19%) AWS Certification
4 54 (7.76%) AWS Certified Cloud Practitioner
5 37 (5.32%) SC Cleared
6 21 (3.02%) Master's Degree
7 20 (2.87%) DBS Check
8 18 (2.59%) Computer Science Degree
9 17 (2.44%) DV Cleared
10 15 (2.16%) BPSS Clearance
10 15 (2.16%) Microsoft Certification
11 11 (1.58%) Azure Certification
12 9 (1.29%) Postgraduate
13 7 (1.01%) Numerate Degree
14 5 (0.72%) ACCA
14 5 (0.72%) APMP
14 5 (0.72%) CIMA
14 5 (0.72%) MBA
14 5 (0.72%) PhD
15 2 (0.29%) HND
Quality Assurance & Compliance
1 131 (18.82%) Data Quality
2 48 (6.90%) GDPR
3 37 (5.32%) QA
4 20 (2.87%) Accessibility
5 14 (2.01%) California Consumer Privacy Act
6 9 (1.29%) ISO/IEC 15288
7 6 (0.86%) Actionable Recommendations
8 5 (0.72%) ISO/IEC 27001
8 5 (0.72%) NIST
9 4 (0.57%) NIST 800
9 4 (0.57%) PMO
10 2 (0.29%) ISO 19650
10 2 (0.29%) SOC 2
11 1 (0.14%) GRC
11 1 (0.14%) IEC 61131
11 1 (0.14%) PERC
11 1 (0.14%) SLA
System Software
1 22 (3.16%) Docker
2 5 (0.72%) Active Directory
2 5 (0.72%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 23 (3.30%) Terraform
2 19 (2.73%) Kubernetes
3 6 (0.86%) Grafana
3 6 (0.86%) Prometheus
4 5 (0.72%) SCCM
5 3 (0.43%) Kubeflow
5 3 (0.43%) MOM
6 2 (0.29%) Ansible
6 2 (0.29%) Microsoft Clustering
7 1 (0.14%) SysTrack
Vendors
1 171 (24.57%) Microsoft
2 47 (6.75%) Google
3 41 (5.89%) Databricks
4 30 (4.31%) SAP
5 19 (2.73%) Oracle
6 16 (2.30%) IBM
7 10 (1.44%) Cognos
8 9 (1.29%) Adobe
8 9 (1.29%) Salesforce
9 8 (1.15%) Alteryx
9 8 (1.15%) MicroStrategy
10 7 (1.01%) Informatica
10 7 (1.01%) SYSPRO
11 5 (0.72%) Hotjar
11 5 (0.72%) Snow
11 5 (0.72%) VMware
12 4 (0.57%) JD Edwards
12 4 (0.57%) Talend
13 3 (0.43%) Cognizant
13 3 (0.43%) Mapbox