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 4 August 2026, with comparisons to the same periods in the previous two years.

6 months to
4 Aug 2026
Same period 2025 Same period 2024
Rank 282 125 96
Rank change year-on-year -157 -29 +49
Permanent jobs citing Visualisation 715 1,210 2,158
As % of all permanent jobs in the UK 0.69% 2.44% 2.57%
As % of the Processes & Methodologies category 0.94% 2.73% 3.18%
Number of salaries quoted 484 597 901
10th Percentile £30,225 £38,821 £38,524
25th Percentile £35,285 £42,500 £45,440
Median annual salary (50th Percentile) £50,000 £57,500 £60,000
Median % change year-on-year -13.04% -4.17% -
75th Percentile £72,500 £76,250 £77,500
90th Percentile £95,000 £100,000 £90,000
UK excluding London median annual salary £42,500 £52,500 £55,000
% change year-on-year -19.05% -4.55% +9.48%

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 76,247 44,374 67,952
As % of all permanent jobs advertised in the UK 73.60% 89.45% 81.06%
Number of salaries quoted 52,515 25,244 44,456
10th Percentile £30,750 £28,500 £31,246
25th Percentile £41,250 £37,500 £41,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,246 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £49,000 £50,000
% change year-on-year +12.24% -2.00% -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 4 August 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 4 August 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 -118 664 £48,875 -15.00% 740
UK excluding London -130 419 £42,500 -19.05% 462
London -118 251 £72,500 +11.54% 359
Work from Home -127 208 £55,000 -4.35% 267
North of England -13 158 £40,000 -23.44% 119
North West +10 110 £40,000 -20.79% 61
Midlands -63 88 £45,000 - 83
South East -86 76 £46,250 -7.50% 129
South West -108 52 £46,250 -2.63% 53
East Midlands -33 44 £58,750 +36.63% 28
West Midlands -53 44 £40,000 -25.50% 55
Yorkshire -28 38 £37,500 -37.88% 38
East of England -50 19 £54,000 -10.59% 47
Wales -39 15 £66,000 - 7
North East -53 10 £37,500 -16.67% 21
Scotland -80 8 £37,500 -46.43% 22
Northern Ireland -75 3 - - 11

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 39 (5.45%) Jupyter
2 26 (3.64%) Apache Spark
3 21 (2.94%) SharePoint
4 18 (2.52%) Apache Airflow
5 10 (1.40%) SAS
6 4 (0.56%) Apache
6 4 (0.56%) ArcGIS
7 2 (0.28%) IIS
7 2 (0.28%) WordPress
8 1 (0.14%) Confluence
8 1 (0.14%) GeoServer
8 1 (0.14%) WinCC
Applications
1 108 (15.10%) Microsoft Excel
2 41 (5.73%) Chatbot
3 19 (2.66%) Microsoft Office
4 15 (2.10%) Microsoft PowerPoint
5 7 (0.98%) CATIA
6 6 (0.84%) Spreadsheet
7 5 (0.70%) Blender
7 5 (0.70%) 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 (2.66%) SAP PM
2 5 (0.70%) 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%) SystmOne
Cloud Services
1 353 (49.37%) Power Platform
2 159 (22.24%) Azure
3 150 (20.98%) AWS
4 62 (8.67%) GCP
5 47 (6.57%) dbt
6 44 (6.15%) Cloud Computing
7 36 (5.03%) Snowflake
8 30 (4.20%) SaaS
9 29 (4.06%) Azure Data Factory
9 29 (4.06%) Microsoft 365
10 28 (3.92%) Azure DevOps
11 26 (3.64%) PowerApps
12 25 (3.50%) Power Automate
13 21 (2.94%) Microsoft Purview
14 19 (2.66%) Google Analytics
15 17 (2.38%) Dynamics 365
16 12 (1.68%) Azure Machine Learning
16 12 (1.68%) GitHub
17 11 (1.54%) Dataform
18 9 (1.26%) Azure Synapse Analytics
Communications & Networking
1 13 (1.82%) Broadband
2 6 (0.84%) 5G
2 6 (0.84%) Internet
3 5 (0.70%) Modbus
4 4 (0.56%) 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
1 353 (49.37%) Power BI
2 176 (24.62%) Tableau
3 70 (9.79%) Data Warehouse
4 46 (6.43%) Looker
5 37 (5.17%) SQL Server
6 35 (4.90%) Power Query
7 26 (3.64%) SQL Server Integration Services
8 25 (3.50%) Data Lake
9 23 (3.22%) Metadata
9 23 (3.22%) SQL Server Reporting Services
10 21 (2.94%) BigQuery
11 18 (2.52%) Relational Database
12 17 (2.38%) Big Data
13 16 (2.24%) Data Mining
13 16 (2.24%) GIS
14 14 (1.96%) Amazon QuickSight
15 11 (1.54%) NoSQL
15 11 (1.54%) PostgreSQL
15 11 (1.54%) QlikView
16 9 (1.26%) Azure SQL Database
Development Applications
1 39 (5.45%) Visual Studio Code
2 29 (4.06%) Git
3 8 (1.12%) JIRA
4 7 (0.98%) Rational DOORS
5 6 (0.84%) Jenkins
6 4 (0.56%) Vite
7 3 (0.42%) GitLab
7 3 (0.42%) MLflow
7 3 (0.42%) Selenium
7 3 (0.42%) Visual Studio
8 1 (0.14%) CocoaPods
8 1 (0.14%) Cypress.io
8 1 (0.14%) ESLint
8 1 (0.14%) fastlane
8 1 (0.14%) RStudio
8 1 (0.14%) Storybook
8 1 (0.14%) Xcode
8 1 (0.14%) Yeoman
General
1 303 (42.38%) Analytical Skills
2 296 (41.40%) Social Skills
3 241 (33.71%) Finance
4 99 (13.85%) Retail
5 84 (11.75%) Law
6 82 (11.47%) Inclusion and Diversity
7 72 (10.07%) Manufacturing
8 66 (9.23%) Marketing
9 50 (6.99%) Public Sector
10 43 (6.01%) Military
11 40 (5.59%) Back Office
12 39 (5.45%) Telecoms
13 30 (4.20%) Banking
14 27 (3.78%) Organisational Skills
15 16 (2.24%) Influencing Skills
16 15 (2.10%) Presentation Skills
17 14 (1.96%) Financial Institution
17 14 (1.96%) Legal
18 13 (1.82%) Documentation Skills
19 11 (1.54%) Front Office
Job Titles
1 172 (24.06%) Analyst
2 125 (17.48%) Senior
3 104 (14.55%) Data Analyst
4 76 (10.63%) Developer
5 59 (8.25%) Data Engineer
6 51 (7.13%) Lead
7 49 (6.85%) Data Scientist
8 41 (5.73%) Trainee
9 39 (5.45%) Consultant
10 37 (5.17%) Data Manager
11 36 (5.03%) Artificial Intelligence Programmer
11 36 (5.03%) Programmer
11 36 (5.03%) Trainee Programmer
12 30 (4.20%) Analytics Manager
13 29 (4.06%) Software Engineer
14 27 (3.78%) Senior Analyst
15 23 (3.22%) Power BI Analyst
16 22 (3.08%) Business Intelligence Analyst
17 21 (2.94%) Performance Analyst
18 20 (2.80%) Data Consultant
Libraries, Frameworks & Software Standards
1 54 (7.55%) Pandas
2 53 (7.41%) scikit-learn
3 48 (6.71%) Matplotlib
4 46 (6.43%) Streamlit
5 45 (6.29%) NumPy
6 39 (5.45%) Hugging Face
7 33 (4.62%) React
8 25 (3.50%) .NET
9 24 (3.36%) Kafka
10 23 (3.22%) PySpark
11 14 (1.96%) CSS
11 14 (1.96%) HTML
11 14 (1.96%) PyTorch
12 11 (1.54%) HTML5 Canvas
12 11 (1.54%) jQuery
12 11 (1.54%) REST
12 11 (1.54%) WebSockets
13 10 (1.40%) CSS3
13 10 (1.40%) LESS
13 10 (1.40%) Sass
Miscellaneous
1 77 (10.77%) Algorithms
2 41 (5.73%) Management Information System
3 28 (3.92%) Product Ownership
4 26 (3.64%) Analytical Mindset
5 23 (3.22%) Data Structures
6 20 (2.80%) Cloud Native
6 20 (2.80%) Onboarding
7 15 (2.10%) Social Media
8 14 (1.96%) Blog
8 14 (1.96%) Greenfield Project
9 13 (1.82%) Self-Motivation
10 11 (1.54%) IoT
11 10 (1.40%) NHS
12 9 (1.26%) Data Protection Act
13 8 (1.12%) AI Agents
13 8 (1.12%) Legacy Systems
13 8 (1.12%) SCADA
14 7 (0.98%) Clustering
14 7 (0.98%) Fixed Income
14 7 (0.98%) Foreign Exchange (FX)
Operating Systems
1 12 (1.68%) Linux
2 7 (0.98%) 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
1 395 (55.24%) Data Visualisation
2 367 (51.33%) Business Intelligence
3 343 (47.97%) Analytics
4 242 (33.85%) Decision-Making
5 231 (32.31%) AI
6 199 (27.83%) Problem-Solving
7 183 (25.59%) Machine Learning
8 169 (23.64%) Data Analysis
9 166 (23.22%) Data Modelling
10 155 (21.68%) Data Science
11 141 (19.72%) Actionable Insight
12 139 (19.44%) Data Governance
13 137 (19.16%) Agile
14 108 (15.10%) Continuous Improvement
15 98 (13.71%) Data Engineering
16 94 (13.15%) Data-Driven Decision Making
17 90 (12.59%) Data Analytics
18 89 (12.45%) Dashboard Development
19 86 (12.03%) Data Pipeline
20 81 (11.33%) Data Management
Programming Languages
1 337 (47.13%) SQL
2 327 (45.73%) Python
3 57 (7.97%) JavaScript
4 49 (6.85%) R
5 48 (6.71%) C#
6 42 (5.87%) Data Analysis Expressions
7 35 (4.90%) TypeScript
8 25 (3.50%) Java
9 24 (3.36%) C++
10 16 (2.24%) Scala
11 14 (1.96%) VBA
12 13 (1.82%) T-SQL
13 7 (0.98%) C
13 7 (0.98%) MATLAB
14 6 (0.84%) Julia
14 6 (0.84%) Rust
15 4 (0.56%) Bash
15 4 (0.56%) Go
15 4 (0.56%) Kusto Query Language
15 4 (0.56%) PowerShell
Qualifications
1 142 (19.86%) Degree
2 71 (9.93%) Security Cleared
3 42 (5.87%) SC Cleared
4 40 (5.59%) AWS Certification
5 39 (5.45%) AWS Certified Cloud Practitioner
6 17 (2.38%) Computer Science Degree
6 17 (2.38%) DBS Check
6 17 (2.38%) DV Cleared
7 16 (2.24%) Master's Degree
8 15 (2.10%) Microsoft Certification
9 14 (1.96%) BPSS Clearance
10 11 (1.54%) Azure Certification
11 9 (1.26%) Numerate Degree
11 9 (1.26%) Postgraduate
12 4 (0.56%) ACCA
12 4 (0.56%) CIMA
12 4 (0.56%) PhD
13 3 (0.42%) APMP
13 3 (0.42%) MBA
14 2 (0.28%) CSPO
Quality Assurance & Compliance
1 156 (21.82%) Data Quality
2 53 (7.41%) GDPR
3 41 (5.73%) QA
4 20 (2.80%) Accessibility
5 14 (1.96%) California Consumer Privacy Act
6 8 (1.12%) Actionable Recommendations
7 7 (0.98%) ISO/IEC 15288
8 5 (0.70%) ISO/IEC 27001
8 5 (0.70%) NIST
9 4 (0.56%) NIST 800
9 4 (0.56%) 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 (3.22%) Docker
2 5 (0.70%) Active Directory
3 4 (0.56%) VMware Infrastructure
4 1 (0.14%) Apache Flume
Systems Management
1 23 (3.22%) Terraform
2 22 (3.08%) Kubernetes
3 6 (0.84%) Grafana
3 6 (0.84%) Prometheus
4 4 (0.56%) 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
1 157 (21.96%) Microsoft
2 50 (6.99%) Google
3 49 (6.85%) Databricks
4 27 (3.78%) SAP
5 18 (2.52%) Oracle
6 12 (1.68%) IBM
7 9 (1.26%) MicroStrategy
7 9 (1.26%) Salesforce
8 8 (1.12%) Alteryx
8 8 (1.12%) Informatica
8 8 (1.12%) SYSPRO
9 6 (0.84%) Cognos
10 5 (0.70%) Hotjar
11 4 (0.56%) Adobe
11 4 (0.56%) Snow
11 4 (0.56%) Talend
11 4 (0.56%) VMware
12 3 (0.42%) Cognizant
12 3 (0.42%) JD Edwards
12 3 (0.42%) OpenAI