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 22 June 2026, with comparisons to the same periods in the previous two years.

6 months to
22 Jun 2026
Same period 2025 Same period 2024
Rank 262 121 97
Rank change year-on-year -141 -24 +35
Permanent jobs citing Visualisation 704 1,204 2,787
As % of all permanent jobs in the UK 0.74% 2.67% 2.55%
As % of the Processes & Methodologies category 1.02% 2.89% 3.12%
Number of salaries quoted 506 592 1,341
10th Percentile £31,375 £33,851 £35,000
25th Percentile £36,250 £42,500 £42,500
Median annual salary (50th Percentile) £50,000 £57,500 £55,000
Median % change year-on-year -13.04% +4.55% -8.33%
75th Percentile £70,000 £76,840 £72,500
90th Percentile £93,750 £100,000 £85,000
UK excluding London median annual salary £40,000 £52,500 £50,000
% change year-on-year -23.81% +5.00% -0.47%

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 69,167 41,647 89,300
As % of all permanent jobs advertised in the UK 73.14% 92.28% 81.67%
Number of salaries quoted 47,650 22,422 63,265
10th Percentile £30,000 £28,750 £29,750
25th Percentile £41,250 £38,750 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,145
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -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 22 June 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 22 June 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 -100 658 £50,000 -13.04% 385
UK excluding London -114 421 £40,000 -23.81% 329
London -113 240 £72,500 +3.57% 134
Work from Home -116 213 £60,000 +9.09% 114
North of England -15 166 £37,500 -25.00% 83
North West +18 113 £40,000 -18.78% 53
South East -58 85 £50,000 -4.76% 97
Midlands -47 83 £40,000 -25.36% 61
West Midlands -27 51 £40,000 -27.27% 27
South West -115 48 £43,750 +2.94% 44
Yorkshire -29 46 £37,500 -28.57% 20
East Midlands -38 32 £42,500 -1.16% 34
East of England -32 20 £54,000 -34.55% 33
Scotland -75 11 £37,500 -31.82% 10
North East -54 7 £37,500 -21.05% 13
Wales -41 5 £66,000 - 3
Northern Ireland -38 3 - - 9

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 (7.67%) Jupyter
2 30 (4.26%) Apache Airflow
3 29 (4.12%) Apache Spark
4 27 (3.84%) SharePoint
5 14 (1.99%) Apache
6 11 (1.56%) SAS
7 2 (0.28%) ArcGIS
7 2 (0.28%) IIS
7 2 (0.28%) WordPress
8 1 (0.14%) Apache Superset
8 1 (0.14%) CMS
8 1 (0.14%) Confluence
8 1 (0.14%) GeoServer
Applications
1 107 (15.20%) Microsoft Excel
2 55 (7.81%) Chatbot
3 21 (2.98%) Microsoft Office
4 19 (2.70%) Microsoft PowerPoint
5 9 (1.28%) CATIA
6 6 (0.85%) Blender
6 6 (0.85%) Maya
6 6 (0.85%) Spreadsheet
7 3 (0.43%) 3ds Max
7 3 (0.43%) CINEMA 4D
7 3 (0.43%) MS Visio
8 2 (0.28%) Windchill
9 1 (0.14%) Adobe Premiere
9 1 (0.14%) Fusion 360
9 1 (0.14%) Lightworks
9 1 (0.14%) Microsoft Project
9 1 (0.14%) Photoshop
9 1 (0.14%) Siemens NX
9 1 (0.14%) SOLIDWORKS
Business Applications
1 15 (2.13%) SAP PM
2 6 (0.85%) SAP CO
3 5 (0.71%) Dynamics CRM
3 5 (0.71%) IBM Planning Analytics
4 2 (0.28%) Salesforce CRM
5 1 (0.14%) Dynamics GP
5 1 (0.14%) Maximo
Cloud Services
1 341 (48.44%) Power Platform
2 155 (22.02%) Azure
3 145 (20.60%) AWS
4 60 (8.52%) Cloud Computing
5 54 (7.67%) GCP
6 36 (5.11%) Microsoft 365
7 35 (4.97%) dbt
8 34 (4.83%) Azure Data Factory
8 34 (4.83%) PowerApps
9 30 (4.26%) Snowflake
10 29 (4.12%) Power Automate
10 29 (4.12%) SaaS
11 24 (3.41%) Azure DevOps
12 21 (2.98%) Microsoft Purview
13 15 (2.13%) Dynamics 365
14 12 (1.70%) Google Analytics
15 11 (1.56%) Amazon S3
15 11 (1.56%) Azure Synapse Analytics
15 11 (1.56%) GitHub
16 10 (1.42%) Azure Machine Learning
Communications & Networking
1 14 (1.99%) Broadband
2 6 (0.85%) 5G
2 6 (0.85%) Modbus
3 5 (0.71%) MQTT
4 2 (0.28%) LoRaWAN
4 2 (0.28%) Network Security
4 2 (0.28%) Wireless
5 1 (0.14%) AMQP
5 1 (0.14%) HTTP
5 1 (0.14%) Internet
5 1 (0.14%) Intranet
5 1 (0.14%) Profibus
5 1 (0.14%) TCP/IP
5 1 (0.14%) VoIP
Database & Business Intelligence
1 341 (48.44%) Power BI
2 155 (22.02%) Tableau
3 61 (8.66%) Data Warehouse
4 39 (5.54%) SQL Server
5 29 (4.12%) Looker
6 24 (3.41%) Metadata
7 23 (3.27%) BigQuery
8 21 (2.98%) SQL Server Integration Services
9 20 (2.84%) Data Lake
10 19 (2.70%) Power Query
11 18 (2.56%) Amazon Redshift
11 18 (2.56%) Big Data
11 18 (2.56%) Relational Database
12 15 (2.13%) GIS
13 14 (1.99%) NoSQL
13 14 (1.99%) SQL Server Reporting Services
14 9 (1.28%) Amazon QuickSight
14 9 (1.28%) Azure SQL Database
14 9 (1.28%) PostgreSQL
15 8 (1.14%) Data Mining
Development Applications
1 54 (7.67%) Visual Studio Code
2 41 (5.82%) Git
3 9 (1.28%) Rational DOORS
4 6 (0.85%) Jenkins
4 6 (0.85%) JIRA
5 4 (0.57%) Visual Studio
5 4 (0.57%) Vite
6 3 (0.43%) GitLab
6 3 (0.43%) MLflow
6 3 (0.43%) Selenium
7 2 (0.28%) ESLint
7 2 (0.28%) Storybook
8 1 (0.14%) CocoaPods
8 1 (0.14%) Cypress.io
8 1 (0.14%) fastlane
8 1 (0.14%) RStudio
8 1 (0.14%) Subversion
8 1 (0.14%) Xcode
8 1 (0.14%) Yeoman
General
1 271 (38.49%) Analytical Skills
2 262 (37.22%) Social Skills
3 218 (30.97%) Finance
4 104 (14.77%) Retail
5 86 (12.22%) Manufacturing
6 85 (12.07%) Inclusion and Diversity
7 75 (10.65%) Law
8 51 (7.24%) Public Sector
9 37 (5.26%) Marketing
10 34 (4.83%) Military
10 34 (4.83%) Telecoms
11 31 (4.40%) Banking
12 25 (3.55%) Back Office
13 21 (2.98%) Organisational Skills
14 17 (2.41%) Legal
15 16 (2.27%) Front Office
16 15 (2.13%) Influencing Skills
17 14 (1.99%) Documentation Skills
18 12 (1.70%) Presentation Skills
19 11 (1.56%) Financial Institution
Job Titles
1 159 (22.59%) Analyst
2 103 (14.63%) Senior
3 98 (13.92%) Developer
4 92 (13.07%) Data Analyst
5 56 (7.95%) Trainee
6 53 (7.53%) Data Engineer
7 52 (7.39%) Data Scientist
8 51 (7.24%) Artificial Intelligence Programmer
8 51 (7.24%) Programmer
8 51 (7.24%) Trainee Programmer
9 41 (5.82%) Lead
10 39 (5.54%) Consultant
11 34 (4.83%) Data Manager
12 29 (4.12%) Business Intelligence Analyst
12 29 (4.12%) Power BI Analyst
13 27 (3.84%) Business Intelligence Developer
14 23 (3.27%) React Developer
15 22 (3.13%) Architect
16 20 (2.84%) Software Engineer
17 19 (2.70%) Junior
Libraries, Frameworks & Software Standards
1 69 (9.80%) Pandas
1 69 (9.80%) scikit-learn
2 65 (9.23%) Matplotlib
3 61 (8.66%) NumPy
4 60 (8.52%) Streamlit
5 54 (7.67%) Hugging Face
6 41 (5.82%) React
7 29 (4.12%) Kafka
8 28 (3.98%) .NET
9 27 (3.84%) PySpark
10 25 (3.55%) CSS
11 24 (3.41%) HTML
12 19 (2.70%) WebSockets
13 16 (2.27%) PyTorch
14 13 (1.85%) CSS3
14 13 (1.85%) HTML5
15 12 (1.70%) Ajax
15 12 (1.70%) jQuery
15 12 (1.70%) LESS
15 12 (1.70%) Sass
Miscellaneous
1 91 (12.93%) Algorithms
2 34 (4.83%) Management Information System
3 30 (4.26%) Product Ownership
4 26 (3.69%) Analytical Mindset
5 22 (3.13%) Data Structures
6 20 (2.84%) Cloud Native
7 17 (2.41%) Self-Motivation
8 14 (1.99%) Onboarding
9 13 (1.85%) Fixed Income
9 13 (1.85%) Social Media
10 12 (1.70%) IoT
11 11 (1.56%) Blog
12 10 (1.42%) Legacy Systems
12 10 (1.42%) NHS
12 10 (1.42%) SCADA
13 8 (1.14%) Augmented Reality
13 8 (1.14%) Clustering
13 8 (1.14%) Foreign Exchange (FX)
13 8 (1.14%) Virtual Reality
14 6 (0.85%) Legacy Applications
Operating Systems
1 9 (1.28%) Linux
2 6 (0.85%) Unix
3 5 (0.71%) Apple iOS
4 4 (0.57%) Android
5 2 (0.28%) Windows
5 2 (0.28%) Windows Server
Processes & Methodologies
1 375 (53.27%) Data Visualisation
2 336 (47.73%) Business Intelligence
3 323 (45.88%) Analytics
4 219 (31.11%) AI
5 201 (28.55%) Decision-Making
6 186 (26.42%) Machine Learning
6 186 (26.42%) Problem-Solving
7 165 (23.44%) Data Analysis
8 153 (21.73%) Data Modelling
9 130 (18.47%) Data Science
10 126 (17.90%) Data Governance
11 113 (16.05%) Agile
12 100 (14.20%) Actionable Insight
13 92 (13.07%) ETL
14 91 (12.93%) Continuous Improvement
15 84 (11.93%) Data Analytics
15 84 (11.93%) Workflow
16 80 (11.36%) Data Engineering
17 77 (10.94%) Data Management
18 75 (10.65%) Data Pipeline
Programming Languages
1 324 (46.02%) Python
2 301 (42.76%) SQL
3 70 (9.94%) JavaScript
4 45 (6.39%) C#
5 44 (6.25%) R
6 43 (6.11%) Data Analysis Expressions
7 38 (5.40%) TypeScript
8 31 (4.40%) VBA
9 28 (3.98%) Java
10 21 (2.98%) C++
11 13 (1.85%) T-SQL
12 12 (1.70%) Scala
13 9 (1.28%) Bash
13 9 (1.28%) C
13 9 (1.28%) MATLAB
14 6 (0.85%) Julia
14 6 (0.85%) Rust
15 5 (0.71%) VB
15 5 (0.71%) VBScript
16 4 (0.57%) PowerShell
Qualifications
1 126 (17.90%) Degree
2 64 (9.09%) Security Cleared
3 59 (8.38%) AWS Certification
4 54 (7.67%) AWS Certified Cloud Practitioner
5 41 (5.82%) SC Cleared
6 22 (3.13%) Master's Degree
7 20 (2.84%) DBS Check
8 17 (2.41%) Computer Science Degree
8 17 (2.41%) DV Cleared
9 16 (2.27%) Microsoft Certification
10 12 (1.70%) Azure Certification
11 11 (1.56%) BPSS Clearance
12 9 (1.28%) Postgraduate
13 7 (0.99%) APMP
13 7 (0.99%) MBA
14 6 (0.85%) Numerate Degree
15 5 (0.71%) PhD
16 4 (0.57%) ACCA
16 4 (0.57%) AWS Certified Solutions Architect
16 4 (0.57%) CIMA
Quality Assurance & Compliance
1 138 (19.60%) Data Quality
2 45 (6.39%) GDPR
3 34 (4.83%) QA
4 20 (2.84%) Accessibility
5 14 (1.99%) California Consumer Privacy Act
6 9 (1.28%) ISO/IEC 15288
7 5 (0.71%) Actionable Recommendations
7 5 (0.71%) ISO/IEC 27001
7 5 (0.71%) NIST
8 4 (0.57%) NIST 800
9 2 (0.28%) ISO 19650
9 2 (0.28%) PMO
10 1 (0.14%) IEC 61131
10 1 (0.14%) PERC
10 1 (0.14%) SLA
10 1 (0.14%) SOC 2
System Software
1 21 (2.98%) Docker
2 5 (0.71%) Active Directory
2 5 (0.71%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 22 (3.13%) Terraform
2 18 (2.56%) Kubernetes
3 6 (0.85%) Grafana
3 6 (0.85%) Prometheus
4 5 (0.71%) SCCM
5 3 (0.43%) Kubeflow
5 3 (0.43%) MOM
6 2 (0.28%) Ansible
6 2 (0.28%) Microsoft Clustering
7 1 (0.14%) SysTrack
Vendors
1 170 (24.15%) Microsoft
2 42 (5.97%) Google
3 38 (5.40%) Databricks
4 31 (4.40%) SAP
5 20 (2.84%) Oracle
6 19 (2.70%) IBM
7 10 (1.42%) Cognos
8 9 (1.28%) Adobe
8 9 (1.28%) Salesforce
9 8 (1.14%) Alteryx
9 8 (1.14%) Informatica
9 8 (1.14%) MicroStrategy
10 5 (0.71%) Snow
10 5 (0.71%) VMware
11 4 (0.57%) JD Edwards
11 4 (0.57%) Mapbox
11 4 (0.57%) OpenAI
11 4 (0.57%) Talend
12 3 (0.43%) Cognizant
12 3 (0.43%) Siemens