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

6 months to
29 Jul 2026
Same period 2025 Same period 2024
Rank 278 128 95
Rank change year-on-year -150 -33 +49
Permanent jobs citing Visualisation 706 1,210 2,223
As % of all permanent jobs in the UK 0.69% 2.45% 2.55%
As % of the Processes & Methodologies category 0.94% 2.74% 3.14%
Number of salaries quoted 491 598 972
10th Percentile £30,000 £38,869 £38,546
25th Percentile £34,500 £42,750 £43,750
Median annual salary (50th Percentile) £48,373 £57,500 £60,000
Median % change year-on-year -15.87% -4.17% -
75th Percentile £71,250 £76,692 £77,500
90th Percentile £93,750 £100,000 £87,500
UK excluding London median annual salary £40,000 £52,500 £54,250
% change year-on-year -23.81% -3.23% +7.99%

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 74,889 44,229 70,800
As % of all permanent jobs advertised in the UK 73.63% 89.64% 81.30%
Number of salaries quoted 51,640 25,065 47,390
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £97,500 £95,000
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 29 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 29 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 -125 661 £47,500 -17.39% 442
UK excluding London -128 414 £40,000 -23.81% 308
London -114 245 £70,000 +3.70% 193
Work from Home -137 208 £55,000 -4.35% 147
North of England -10 163 £37,500 -28.23% 74
North West +2 112 £40,000 -20.00% 42
Midlands -64 86 £40,500 -10.00% 59
South East -93 76 £45,000 -10.00% 98
South West -106 52 £45,000 -5.26% 42
East Midlands -42 43 £47,500 +10.47% 21
West Midlands -52 43 £37,500 -31.00% 38
Yorkshire -20 42 £37,500 -38.26% 20
East of England -49 19 £54,000 -23.07% 20
North East -53 9 £37,500 -16.67% 14
Scotland -80 8 £37,500 -46.43% 10
Wales -52 7 £66,000 - 4
Northern Ireland -68 3 - - 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 50 (7.08%) Jupyter
2 26 (3.68%) Apache Spark
3 21 (2.97%) SharePoint
4 17 (2.41%) Apache Airflow
5 10 (1.42%) SAS
6 4 (0.57%) ArcGIS
7 3 (0.42%) Apache
8 2 (0.28%) IIS
8 2 (0.28%) WordPress
9 1 (0.14%) CMS
9 1 (0.14%) Confluence
9 1 (0.14%) GeoServer
9 1 (0.14%) WinCC
Applications
1 108 (15.30%) Microsoft Excel
2 52 (7.37%) Chatbot
3 20 (2.83%) Microsoft Office
4 15 (2.12%) Microsoft PowerPoint
5 7 (0.99%) CATIA
6 6 (0.85%) Spreadsheet
7 5 (0.71%) Blender
7 5 (0.71%) Maya
8 2 (0.28%) 3ds Max
8 2 (0.28%) CINEMA 4D
8 2 (0.28%) Lightworks
8 2 (0.28%) Microsoft Project
8 2 (0.28%) MS Visio
8 2 (0.28%) Windchill
9 1 (0.14%) Photoshop
9 1 (0.14%) SPSS
Business Applications
1 19 (2.69%) SAP PM
2 5 (0.71%) Dynamics CRM
3 1 (0.14%) Dynamics GP
3 1 (0.14%) IBM Planning Analytics
3 1 (0.14%) Maximo
3 1 (0.14%) NetSuite
3 1 (0.14%) SAP CO
3 1 (0.14%) SystmOne
Cloud Services
1 343 (48.58%) Power Platform
2 151 (21.39%) Azure
3 148 (20.96%) AWS
4 58 (8.22%) GCP
5 55 (7.79%) Cloud Computing
6 45 (6.37%) dbt
7 33 (4.67%) Snowflake
8 32 (4.53%) SaaS
9 29 (4.11%) Microsoft 365
10 28 (3.97%) Azure Data Factory
11 27 (3.82%) Azure DevOps
12 26 (3.68%) PowerApps
13 25 (3.54%) Power Automate
14 21 (2.97%) Microsoft Purview
15 17 (2.41%) Dynamics 365
16 16 (2.27%) Google Analytics
17 12 (1.70%) GitHub
18 11 (1.56%) Azure Machine Learning
18 11 (1.56%) Dataform
19 8 (1.13%) Azure Synapse Analytics
Communications & Networking
1 13 (1.84%) Broadband
2 6 (0.85%) 5G
2 6 (0.85%) Internet
3 5 (0.71%) Modbus
4 4 (0.57%) MQTT
5 3 (0.42%) Wireless
6 2 (0.28%) HTTP
6 2 (0.28%) LoRaWAN
6 2 (0.28%) Network Security
6 2 (0.28%) TCP/IP
7 1 (0.14%) AMQP
7 1 (0.14%) Intranet
7 1 (0.14%) PPP
7 1 (0.14%) Profibus
7 1 (0.14%) VLAN
7 1 (0.14%) VoIP
Database & Business Intelligence
1 343 (48.58%) Power BI
2 167 (23.65%) Tableau
3 66 (9.35%) Data Warehouse
4 43 (6.09%) Looker
5 38 (5.38%) SQL Server
6 33 (4.67%) Power Query
7 24 (3.40%) SQL Server Integration Services
8 23 (3.26%) Data Lake
9 21 (2.97%) Metadata
9 21 (2.97%) SQL Server Reporting Services
10 20 (2.83%) BigQuery
11 19 (2.69%) Big Data
12 18 (2.55%) Relational Database
13 16 (2.27%) GIS
14 12 (1.70%) QlikView
15 11 (1.56%) NoSQL
15 11 (1.56%) PostgreSQL
16 8 (1.13%) Azure SQL Database
16 8 (1.13%) Data Mining
16 8 (1.13%) Delta Lake
Development Applications
1 50 (7.08%) Visual Studio Code
2 29 (4.11%) Git
3 8 (1.13%) JIRA
4 7 (0.99%) Rational DOORS
5 6 (0.85%) Jenkins
6 4 (0.57%) Vite
7 3 (0.42%) GitLab
7 3 (0.42%) MLflow
7 3 (0.42%) Selenium
7 3 (0.42%) Visual Studio
8 2 (0.28%) ESLint
8 2 (0.28%) 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
1 292 (41.36%) Analytical Skills
2 287 (40.65%) Social Skills
3 235 (33.29%) Finance
4 105 (14.87%) Retail
5 84 (11.90%) Manufacturing
6 83 (11.76%) Law
7 81 (11.47%) Inclusion and Diversity
8 50 (7.08%) Marketing
9 47 (6.66%) Public Sector
10 43 (6.09%) Military
11 39 (5.52%) Telecoms
12 32 (4.53%) Back Office
13 30 (4.25%) Banking
14 25 (3.54%) Organisational Skills
15 16 (2.27%) Presentation Skills
16 15 (2.12%) Influencing Skills
17 14 (1.98%) Legal
18 13 (1.84%) Documentation Skills
18 13 (1.84%) Financial Institution
19 11 (1.56%) Front Office
Job Titles
1 172 (24.36%) Analyst
2 122 (17.28%) Senior
3 105 (14.87%) Data Analyst
4 79 (11.19%) Developer
5 56 (7.93%) Data Engineer
6 52 (7.37%) Trainee
7 50 (7.08%) Data Scientist
8 47 (6.66%) Artificial Intelligence Programmer
8 47 (6.66%) Lead
8 47 (6.66%) Programmer
8 47 (6.66%) Trainee Programmer
9 38 (5.38%) Consultant
10 36 (5.10%) Data Manager
11 29 (4.11%) Software Engineer
12 26 (3.68%) Senior Analyst
13 24 (3.40%) Analytics Manager
14 23 (3.26%) Power BI Analyst
15 22 (3.12%) Business Intelligence Analyst
16 21 (2.97%) Performance Analyst
17 20 (2.83%) Data Consultant
Libraries, Frameworks & Software Standards
1 65 (9.21%) Pandas
2 63 (8.92%) scikit-learn
3 59 (8.36%) Matplotlib
4 56 (7.93%) NumPy
4 56 (7.93%) Streamlit
5 50 (7.08%) Hugging Face
6 36 (5.10%) React
7 27 (3.82%) .NET
8 24 (3.40%) PySpark
9 23 (3.26%) Kafka
10 17 (2.41%) CSS
11 16 (2.27%) HTML
12 13 (1.84%) PyTorch
13 12 (1.70%) CSS3
13 12 (1.70%) HTML5
13 12 (1.70%) jQuery
13 12 (1.70%) REST
14 11 (1.56%) Ajax
14 11 (1.56%) Sass
14 11 (1.56%) WebSockets
Miscellaneous
1 84 (11.90%) Algorithms
2 39 (5.52%) Management Information System
3 28 (3.97%) Product Ownership
4 26 (3.68%) Analytical Mindset
5 23 (3.26%) Data Structures
6 19 (2.69%) Cloud Native
7 15 (2.12%) Social Media
8 13 (1.84%) Blog
9 12 (1.70%) Onboarding
9 12 (1.70%) Self-Motivation
10 11 (1.56%) Greenfield Project
10 11 (1.56%) IoT
10 11 (1.56%) NHS
11 9 (1.27%) Legacy Systems
12 8 (1.13%) AI Agents
12 8 (1.13%) Data Protection Act
12 8 (1.13%) SCADA
13 7 (0.99%) Clustering
13 7 (0.99%) Fixed Income
13 7 (0.99%) Foreign Exchange (FX)
Operating Systems
1 12 (1.70%) Linux
2 7 (0.99%) Unix
3 3 (0.42%) Windows
4 2 (0.28%) Apple iOS
4 2 (0.28%) Windows Server
5 1 (0.14%) Android
Processes & Methodologies
1 377 (53.40%) Data Visualisation
2 347 (49.15%) Business Intelligence
3 320 (45.33%) Analytics
4 235 (33.29%) AI
5 226 (32.01%) Decision-Making
6 196 (27.76%) Problem-Solving
7 181 (25.64%) Machine Learning
8 161 (22.80%) Data Modelling
9 157 (22.24%) Data Analysis
10 140 (19.83%) Data Science
11 135 (19.12%) Data Governance
12 131 (18.56%) Agile
13 125 (17.71%) Actionable Insight
14 102 (14.45%) Continuous Improvement
15 88 (12.46%) Data Engineering
16 85 (12.04%) Data Analytics
17 84 (11.90%) Dashboard Development
18 82 (11.61%) Data Pipeline
18 82 (11.61%) Data-Driven Decision Making
19 77 (10.91%) Data Management
Programming Languages
1 321 (45.47%) Python
2 320 (45.33%) SQL
3 58 (8.22%) JavaScript
4 50 (7.08%) C#
5 45 (6.37%) R
6 43 (6.09%) Data Analysis Expressions
7 38 (5.38%) TypeScript
8 26 (3.68%) Java
9 24 (3.40%) C++
10 15 (2.12%) Scala
11 14 (1.98%) VBA
12 13 (1.84%) T-SQL
13 8 (1.13%) C
14 7 (0.99%) MATLAB
15 6 (0.85%) Julia
15 6 (0.85%) Rust
16 4 (0.57%) Bash
16 4 (0.57%) Kusto Query Language
16 4 (0.57%) PowerShell
16 4 (0.57%) VBScript
Qualifications
1 136 (19.26%) Degree
2 68 (9.63%) Security Cleared
3 52 (7.37%) AWS Certification
4 50 (7.08%) AWS Certified Cloud Practitioner
5 40 (5.67%) SC Cleared
6 18 (2.55%) Computer Science Degree
6 18 (2.55%) DBS Check
7 17 (2.41%) DV Cleared
8 16 (2.27%) Master's Degree
9 15 (2.12%) Microsoft Certification
10 14 (1.98%) BPSS Clearance
11 11 (1.56%) Azure Certification
12 9 (1.27%) Postgraduate
13 8 (1.13%) Numerate Degree
14 4 (0.57%) ACCA
14 4 (0.57%) CIMA
14 4 (0.57%) PhD
15 3 (0.42%) APMP
15 3 (0.42%) MBA
16 2 (0.28%) CSPO
Quality Assurance & Compliance
1 148 (20.96%) Data Quality
2 51 (7.22%) GDPR
3 40 (5.67%) QA
4 20 (2.83%) Accessibility
5 14 (1.98%) California Consumer Privacy Act
6 8 (1.13%) Actionable Recommendations
7 7 (0.99%) ISO/IEC 15288
8 5 (0.71%) ISO/IEC 27001
8 5 (0.71%) NIST
9 4 (0.57%) NIST 800
9 4 (0.57%) PMO
10 2 (0.28%) ISO 19650
10 2 (0.28%) SOC 2
11 1 (0.14%) EU AI Act
11 1 (0.14%) GRC
11 1 (0.14%) IEC 61131
11 1 (0.14%) PERC
11 1 (0.14%) SLA
System Software
1 23 (3.26%) Docker
2 5 (0.71%) Active Directory
3 4 (0.57%) VMware Infrastructure
4 1 (0.14%) Apache Flume
Systems Management
1 23 (3.26%) Terraform
2 20 (2.83%) Kubernetes
3 6 (0.85%) Grafana
3 6 (0.85%) Prometheus
4 4 (0.57%) SCCM
5 3 (0.42%) Kubeflow
6 2 (0.28%) Microsoft Clustering
7 1 (0.14%) Ansible
7 1 (0.14%) MOM
7 1 (0.14%) SysTrack
Vendors
1 167 (23.65%) Microsoft
2 48 (6.80%) Google
3 47 (6.66%) Databricks
4 26 (3.68%) SAP
5 18 (2.55%) Oracle
6 12 (1.70%) IBM
7 9 (1.27%) Salesforce
8 8 (1.13%) Alteryx
8 8 (1.13%) Informatica
8 8 (1.13%) MicroStrategy
8 8 (1.13%) SYSPRO
9 6 (0.85%) Cognos
10 5 (0.71%) Hotjar
11 4 (0.57%) Adobe
11 4 (0.57%) JD Edwards
11 4 (0.57%) Snow
11 4 (0.57%) Talend
11 4 (0.57%) VMware
12 3 (0.42%) Cognizant
12 3 (0.42%) Mapbox