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

6 months to
12 Jul 2026
Same period 2025 Same period 2024
Rank 279 121 98
Rank change year-on-year -158 -23 +36
Permanent jobs citing Visualisation 701 1,224 2,639
As % of all permanent jobs in the UK 0.71% 2.49% 2.61%
As % of the Processes & Methodologies category 0.96% 2.75% 3.17%
Number of salaries quoted 505 603 1,250
10th Percentile £30,750 £37,550 £36,750
25th Percentile £35,000 £42,500 £42,725
Median annual salary (50th Percentile) £50,000 £57,500 £56,000
Median % change year-on-year -13.04% +2.68% -6.67%
75th Percentile £70,000 £77,170 £75,000
90th Percentile £93,750 £100,000 £87,050
UK excluding London median annual salary £40,000 £52,500 £50,250
% change year-on-year -23.81% +4.48% -4.29%

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 72,826 44,439 83,222
As % of all permanent jobs advertised in the UK 73.81% 90.30% 82.24%
Number of salaries quoted 50,337 24,847 58,274
10th Percentile £30,250 £28,750 £29,750
25th Percentile £41,250 £38,250 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -8.71%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £98,750 £92,500
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 12 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 12 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 -120 658 £50,000 -13.04% 473
UK excluding London -119 423 £40,000 -23.81% 351
London -120 232 £75,000 +7.14% 195
Work from Home -131 212 £55,000 - 141
North of England -5 165 £37,500 -27.88% 90
North West +4 115 £40,000 -17.53% 52
Midlands -52 89 £41,000 -18.00% 66
South East -79 85 £50,000 - 98
West Midlands -33 50 £40,000 -27.27% 34
South West -107 49 £42,500 -10.53% 44
Yorkshire -24 43 £37,500 -38.26% 23
East Midlands -41 39 £47,500 +7.95% 32
East of England -37 19 £54,000 -34.55% 36
Scotland -78 8 £37,500 -46.43% 11
North East -59 7 £37,500 -16.67% 17
Wales -44 5 £66,000 - 5
Northern Ireland -61 3 - - 10

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 (7.70%) Jupyter
2 26 (3.71%) SharePoint
3 25 (3.57%) Apache Spark
4 22 (3.14%) Apache Airflow
5 11 (1.57%) SAS
6 8 (1.14%) Apache
7 2 (0.29%) ArcGIS
7 2 (0.29%) IIS
8 1 (0.14%) CMS
8 1 (0.14%) Confluence
8 1 (0.14%) GeoServer
8 1 (0.14%) WordPress
Applications
1 106 (15.12%) Microsoft Excel
2 56 (7.99%) Chatbot
3 21 (3.00%) Microsoft Office
4 18 (2.57%) Microsoft PowerPoint
5 9 (1.28%) CATIA
6 7 (1.00%) Spreadsheet
7 6 (0.86%) Blender
7 6 (0.86%) Maya
8 3 (0.43%) 3ds Max
8 3 (0.43%) CINEMA 4D
8 3 (0.43%) MS Visio
9 2 (0.29%) Lightworks
9 2 (0.29%) Windchill
10 1 (0.14%) Microsoft Project
10 1 (0.14%) Photoshop
Business Applications
1 15 (2.14%) SAP PM
2 5 (0.71%) Dynamics CRM
3 3 (0.43%) SAP CO
4 2 (0.29%) IBM Planning Analytics
5 1 (0.14%) Dynamics GP
5 1 (0.14%) Maximo
5 1 (0.14%) NetSuite
Cloud Services
1 339 (48.36%) Power Platform
2 150 (21.40%) Azure
3 139 (19.83%) AWS
4 62 (8.84%) Cloud Computing
5 53 (7.56%) GCP
6 36 (5.14%) Azure Data Factory
6 36 (5.14%) dbt
7 33 (4.71%) Microsoft 365
8 29 (4.14%) SaaS
9 28 (3.99%) PowerApps
9 28 (3.99%) Snowflake
10 25 (3.57%) Azure DevOps
11 24 (3.42%) Power Automate
12 21 (3.00%) Microsoft Purview
13 18 (2.57%) Dynamics 365
14 12 (1.71%) Google Analytics
15 11 (1.57%) Azure Synapse Analytics
15 11 (1.57%) Dataform
15 11 (1.57%) GitHub
16 10 (1.43%) Azure Machine Learning
Communications & Networking
1 14 (2.00%) Broadband
2 6 (0.86%) 5G
3 5 (0.71%) Modbus
3 5 (0.71%) MQTT
4 4 (0.57%) Internet
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
1 339 (48.36%) Power BI
2 152 (21.68%) Tableau
3 62 (8.84%) Data Warehouse
4 41 (5.85%) SQL Server
5 32 (4.56%) Looker
6 25 (3.57%) Power Query
6 25 (3.57%) SQL Server Integration Services
7 22 (3.14%) BigQuery
8 21 (3.00%) Metadata
9 19 (2.71%) Data Lake
10 18 (2.57%) Relational Database
10 18 (2.57%) SQL Server Reporting Services
11 15 (2.14%) Big Data
11 15 (2.14%) GIS
12 12 (1.71%) Amazon Redshift
12 12 (1.71%) NoSQL
13 10 (1.43%) PostgreSQL
13 10 (1.43%) QlikView
14 9 (1.28%) Azure SQL Database
15 8 (1.14%) Data Mining
Development Applications
1 54 (7.70%) Visual Studio Code
2 35 (4.99%) Git
3 9 (1.28%) Rational DOORS
4 6 (0.86%) Jenkins
4 6 (0.86%) JIRA
5 4 (0.57%) Visual Studio
5 4 (0.57%) Vite
6 3 (0.43%) MLflow
6 3 (0.43%) Selenium
7 2 (0.29%) ESLint
7 2 (0.29%) GitLab
7 2 (0.29%) 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
1 275 (39.23%) Social Skills
2 270 (38.52%) Analytical Skills
3 224 (31.95%) Finance
4 107 (15.26%) Retail
5 87 (12.41%) Manufacturing
6 83 (11.84%) Inclusion and Diversity
7 77 (10.98%) Law
8 54 (7.70%) Public Sector
9 38 (5.42%) Marketing
10 37 (5.28%) Military
11 35 (4.99%) Telecoms
12 31 (4.42%) Banking
13 26 (3.71%) Back Office
14 22 (3.14%) Organisational Skills
15 17 (2.43%) Legal
16 16 (2.28%) Influencing Skills
17 14 (2.00%) Documentation Skills
17 14 (2.00%) Front Office
18 12 (1.71%) Financial Institution
18 12 (1.71%) Presentation Skills
Job Titles
1 157 (22.40%) Analyst
2 112 (15.98%) Senior
3 93 (13.27%) Developer
4 91 (12.98%) Data Analyst
5 56 (7.99%) Trainee
6 52 (7.42%) Data Engineer
6 52 (7.42%) Data Scientist
7 51 (7.28%) Artificial Intelligence Programmer
7 51 (7.28%) Programmer
7 51 (7.28%) Trainee Programmer
8 40 (5.71%) Lead
9 39 (5.56%) Consultant
10 34 (4.85%) Data Manager
11 24 (3.42%) Software Engineer
12 23 (3.28%) Business Intelligence Developer
13 21 (3.00%) Business Intelligence Analyst
13 21 (3.00%) Performance Analyst
13 21 (3.00%) Power BI Analyst
14 20 (2.85%) Data Consultant
14 20 (2.85%) React Developer
Libraries, Frameworks & Software Standards
1 68 (9.70%) Pandas
1 68 (9.70%) scikit-learn
2 63 (8.99%) Matplotlib
3 60 (8.56%) NumPy
3 60 (8.56%) Streamlit
4 54 (7.70%) Hugging Face
5 40 (5.71%) React
6 29 (4.14%) .NET
7 27 (3.85%) PySpark
8 25 (3.57%) Kafka
9 24 (3.42%) CSS
10 23 (3.28%) HTML
11 16 (2.28%) WebSockets
12 14 (2.00%) PyTorch
13 13 (1.85%) CSS3
13 13 (1.85%) HTML5
13 13 (1.85%) jQuery
14 12 (1.71%) Ajax
14 12 (1.71%) LESS
14 12 (1.71%) Sass
Miscellaneous
1 86 (12.27%) Algorithms
2 38 (5.42%) Management Information System
3 31 (4.42%) Product Ownership
4 28 (3.99%) Analytical Mindset
5 23 (3.28%) Data Structures
6 20 (2.85%) Cloud Native
7 15 (2.14%) Social Media
8 14 (2.00%) Self-Motivation
9 13 (1.85%) Blog
9 13 (1.85%) Onboarding
10 11 (1.57%) Fixed Income
10 11 (1.57%) IoT
11 10 (1.43%) Legacy Systems
11 10 (1.43%) NHS
12 9 (1.28%) Foreign Exchange (FX)
12 9 (1.28%) SCADA
13 7 (1.00%) AI Agents
13 7 (1.00%) Augmented Reality
13 7 (1.00%) Clustering
13 7 (1.00%) Virtual Reality
Operating Systems
1 10 (1.43%) Linux
2 7 (1.00%) Unix
3 5 (0.71%) Apple iOS
4 4 (0.57%) Android
5 2 (0.29%) Windows
5 2 (0.29%) Windows Server
Processes & Methodologies
1 371 (52.92%) Data Visualisation
2 335 (47.79%) Business Intelligence
3 306 (43.65%) Analytics
4 226 (32.24%) AI
5 212 (30.24%) Decision-Making
6 194 (27.67%) Problem-Solving
7 181 (25.82%) Machine Learning
8 160 (22.82%) Data Analysis
9 150 (21.40%) Data Modelling
10 127 (18.12%) Data Science
11 122 (17.40%) Data Governance
12 117 (16.69%) Agile
13 105 (14.98%) Actionable Insight
14 90 (12.84%) Continuous Improvement
15 86 (12.27%) ETL
16 83 (11.84%) Workflow
17 81 (11.55%) Data Analytics
17 81 (11.55%) Data Pipeline
18 78 (11.13%) Data Engineering
19 74 (10.56%) Dashboard Development
Programming Languages
1 318 (45.36%) Python
2 300 (42.80%) SQL
3 70 (9.99%) JavaScript
4 51 (7.28%) C#
5 42 (5.99%) Data Analysis Expressions
6 40 (5.71%) R
7 38 (5.42%) TypeScript
8 28 (3.99%) Java
9 23 (3.28%) C++
10 22 (3.14%) VBA
11 13 (1.85%) Scala
11 13 (1.85%) T-SQL
12 9 (1.28%) C
12 9 (1.28%) MATLAB
13 7 (1.00%) Bash
14 6 (0.86%) Julia
14 6 (0.86%) Rust
15 5 (0.71%) VB
15 5 (0.71%) VBScript
16 4 (0.57%) PowerShell
Qualifications
1 135 (19.26%) Degree
2 63 (8.99%) Security Cleared
3 57 (8.13%) AWS Certification
4 54 (7.70%) AWS Certified Cloud Practitioner
5 38 (5.42%) SC Cleared
6 22 (3.14%) Master's Degree
7 20 (2.85%) DBS Check
8 18 (2.57%) Computer Science Degree
9 17 (2.43%) DV Cleared
9 17 (2.43%) Microsoft Certification
10 13 (1.85%) BPSS Clearance
11 12 (1.71%) Azure Certification
12 9 (1.28%) Postgraduate
13 6 (0.86%) APMP
13 6 (0.86%) MBA
13 6 (0.86%) Numerate Degree
14 5 (0.71%) ACCA
14 5 (0.71%) CIMA
14 5 (0.71%) PhD
15 2 (0.29%) HND
Quality Assurance & Compliance
1 133 (18.97%) Data Quality
2 47 (6.70%) GDPR
3 37 (5.28%) QA
4 20 (2.85%) Accessibility
5 14 (2.00%) 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 (0.29%) ISO 19650
9 2 (0.29%) PMO
10 1 (0.14%) GRC
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 22 (3.14%) Docker
2 5 (0.71%) Active Directory
2 5 (0.71%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 23 (3.28%) Terraform
2 19 (2.71%) Kubernetes
3 6 (0.86%) Grafana
3 6 (0.86%) Prometheus
4 5 (0.71%) 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
1 174 (24.82%) Microsoft
2 45 (6.42%) Google
3 42 (5.99%) Databricks
4 26 (3.71%) SAP
5 20 (2.85%) Oracle
6 16 (2.28%) IBM
7 10 (1.43%) Cognos
8 9 (1.28%) Adobe
8 9 (1.28%) Alteryx
8 9 (1.28%) Informatica
9 8 (1.14%) MicroStrategy
9 8 (1.14%) Salesforce
10 6 (0.86%) SYSPRO
11 5 (0.71%) Hotjar
11 5 (0.71%) Snow
11 5 (0.71%) Talend
11 5 (0.71%) VMware
12 4 (0.57%) JD Edwards
12 4 (0.57%) OpenAI
13 3 (0.43%) Cognizant