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

6 months to
27 Jun 2026
Same period 2025 Same period 2024
Rank 251 121 100
Rank change year-on-year -130 -21 +32
Permanent jobs citing Visualisation 698 1,211 2,715
As % of all permanent jobs in the UK 0.73% 2.66% 2.57%
As % of the Processes & Methodologies category 1.00% 2.89% 3.13%
Number of salaries quoted 507 585 1,331
10th Percentile £30,750 £35,300 £35,000
25th Percentile £35,000 £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% -4.57%

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 69,907 41,954 86,795
As % of all permanent jobs advertised in the UK 73.40% 92.11% 82.23%
Number of salaries quoted 48,219 22,640 61,471
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 £92,500
UK excluding London median annual salary £53,000 £50,000 £50,000
% change year-on-year +6.00% - -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 27 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 27 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 -114 654 £50,000 -13.04% 387
UK excluding London -114 423 £40,000 -23.81% 321
London -113 232 £73,750 +5.36% 135
Work from Home -118 209 £60,000 +9.09% 108
North of England -11 165 £37,500 -26.47% 83
North West +12 113 £40,000 -18.78% 49
Midlands -52 86 £40,000 -21.95% 59
South East -66 86 £50,000 -4.76% 91
West Midlands -26 52 £40,000 -27.27% 28
South West -105 48 £42,500 - 39
Yorkshire -33 45 £37,500 -34.78% 24
East Midlands -43 34 £47,500 +7.95% 31
East of England -35 20 £52,000 -36.97% 36
Scotland -74 10 £37,500 -34.78% 8
North East -45 7 £37,500 -16.67% 12
Wales -47 5 £66,000 - 3
Northern Ireland -35 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 54 (7.74%) Jupyter
2 27 (3.87%) SharePoint
3 26 (3.72%) Apache Airflow
3 26 (3.72%) Apache Spark
4 11 (1.58%) Apache
5 10 (1.43%) SAS
6 2 (0.29%) ArcGIS
6 2 (0.29%) IIS
6 2 (0.29%) WordPress
7 1 (0.14%) CMS
7 1 (0.14%) Confluence
7 1 (0.14%) GeoServer
Applications
1 108 (15.47%) Microsoft Excel
2 56 (8.02%) Chatbot
3 21 (3.01%) Microsoft Office
4 18 (2.58%) 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%) 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 (2.15%) SAP PM
2 5 (0.72%) Dynamics CRM
2 5 (0.72%) SAP CO
3 4 (0.57%) IBM Planning Analytics
4 1 (0.14%) Dynamics GP
4 1 (0.14%) Maximo
4 1 (0.14%) Salesforce CRM
Cloud Services
1 339 (48.57%) Power Platform
2 149 (21.35%) Azure
3 139 (19.91%) AWS
4 60 (8.60%) Cloud Computing
5 52 (7.45%) GCP
6 36 (5.16%) PowerApps
7 35 (5.01%) Microsoft 365
8 34 (4.87%) dbt
9 33 (4.73%) Azure Data Factory
10 31 (4.44%) Power Automate
11 29 (4.15%) Snowflake
12 28 (4.01%) SaaS
13 24 (3.44%) Azure DevOps
14 21 (3.01%) Microsoft Purview
15 17 (2.44%) Dynamics 365
16 11 (1.58%) Azure Synapse Analytics
16 11 (1.58%) GitHub
16 11 (1.58%) Google Analytics
17 10 (1.43%) Dataform
18 9 (1.29%) Azure Machine Learning
Communications & Networking
1 14 (2.01%) Broadband
2 6 (0.86%) 5G
3 5 (0.72%) Modbus
4 4 (0.57%) MQTT
5 2 (0.29%) Internet
5 2 (0.29%) LoRaWAN
5 2 (0.29%) Network Security
5 2 (0.29%) Wireless
6 1 (0.14%) AMQP
6 1 (0.14%) HTTP
6 1 (0.14%) Intranet
6 1 (0.14%) Profibus
6 1 (0.14%) TCP/IP
6 1 (0.14%) VoIP
Database & Business Intelligence
1 339 (48.57%) Power BI
2 151 (21.63%) Tableau
3 59 (8.45%) Data Warehouse
4 40 (5.73%) SQL Server
5 29 (4.15%) Looker
6 23 (3.30%) Metadata
7 22 (3.15%) BigQuery
7 22 (3.15%) SQL Server Integration Services
8 21 (3.01%) Power Query
9 20 (2.87%) Data Lake
10 18 (2.58%) Relational Database
11 15 (2.15%) Amazon Redshift
11 15 (2.15%) Big Data
11 15 (2.15%) GIS
12 14 (2.01%) SQL Server Reporting Services
13 13 (1.86%) NoSQL
14 9 (1.29%) Azure SQL Database
14 9 (1.29%) PostgreSQL
15 8 (1.15%) Data Mining
15 8 (1.15%) QlikView
Development Applications
1 54 (7.74%) Visual Studio Code
2 38 (5.44%) Git
3 9 (1.29%) 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
1 271 (38.83%) Analytical Skills
2 265 (37.97%) Social Skills
3 219 (31.38%) Finance
4 105 (15.04%) Retail
5 86 (12.32%) Manufacturing
6 83 (11.89%) Inclusion and Diversity
7 76 (10.89%) Law
8 52 (7.45%) Public Sector
9 35 (5.01%) Marketing
10 34 (4.87%) Military
10 34 (4.87%) Telecoms
11 30 (4.30%) Banking
12 25 (3.58%) Back Office
13 21 (3.01%) Organisational Skills
14 16 (2.29%) Legal
15 15 (2.15%) Front Office
16 14 (2.01%) Documentation Skills
16 14 (2.01%) Influencing Skills
17 12 (1.72%) Presentation Skills
18 11 (1.58%) Financial Institution
Job Titles
1 161 (23.07%) Analyst
2 105 (15.04%) Senior
3 97 (13.90%) Developer
4 92 (13.18%) Data Analyst
5 56 (8.02%) Trainee
6 52 (7.45%) Data Scientist
7 51 (7.31%) Artificial Intelligence Programmer
7 51 (7.31%) Programmer
7 51 (7.31%) Trainee Programmer
8 50 (7.16%) Data Engineer
9 40 (5.73%) Lead
10 38 (5.44%) Consultant
11 33 (4.73%) Data Manager
12 30 (4.30%) Business Intelligence Analyst
12 30 (4.30%) Power BI Analyst
13 26 (3.72%) Business Intelligence Developer
14 22 (3.15%) React Developer
14 22 (3.15%) Software Engineer
15 20 (2.87%) Architect
15 20 (2.87%) Performance Analyst
Libraries, Frameworks & Software Standards
1 67 (9.60%) Pandas
1 67 (9.60%) scikit-learn
2 63 (9.03%) Matplotlib
3 60 (8.60%) Streamlit
4 59 (8.45%) NumPy
5 54 (7.74%) Hugging Face
6 42 (6.02%) React
7 29 (4.15%) .NET
8 27 (3.87%) Kafka
9 25 (3.58%) PySpark
10 24 (3.44%) CSS
11 23 (3.30%) HTML
12 18 (2.58%) WebSockets
13 14 (2.01%) PyTorch
14 13 (1.86%) CSS3
14 13 (1.86%) HTML5
14 13 (1.86%) jQuery
15 12 (1.72%) HTML5 Canvas
15 12 (1.72%) LESS
15 12 (1.72%) Sass
Miscellaneous
1 88 (12.61%) Algorithms
2 35 (5.01%) Management Information System
3 31 (4.44%) Product Ownership
4 27 (3.87%) Analytical Mindset
5 22 (3.15%) Data Structures
6 20 (2.87%) Cloud Native
7 16 (2.29%) Self-Motivation
8 14 (2.01%) Social Media
9 13 (1.86%) Onboarding
10 12 (1.72%) Blog
10 12 (1.72%) Fixed Income
11 11 (1.58%) IoT
12 10 (1.43%) Legacy Systems
12 10 (1.43%) NHS
13 9 (1.29%) Foreign Exchange (FX)
13 9 (1.29%) SCADA
14 8 (1.15%) Augmented Reality
14 8 (1.15%) Virtual Reality
15 7 (1.00%) Clustering
16 6 (0.86%) Anti-Piracy
Operating Systems
1 9 (1.29%) Linux
2 6 (0.86%) Unix
3 5 (0.72%) Apple iOS
4 4 (0.57%) Android
5 2 (0.29%) Windows
5 2 (0.29%) Windows Server
Processes & Methodologies
1 371 (53.15%) Data Visualisation
2 333 (47.71%) Business Intelligence
3 311 (44.56%) Analytics
4 220 (31.52%) AI
5 200 (28.65%) Decision-Making
6 188 (26.93%) Problem-Solving
7 181 (25.93%) Machine Learning
8 160 (22.92%) Data Analysis
9 149 (21.35%) Data Modelling
10 125 (17.91%) Data Science
11 122 (17.48%) Data Governance
12 114 (16.33%) Agile
13 98 (14.04%) Actionable Insight
14 88 (12.61%) ETL
15 86 (12.32%) Continuous Improvement
16 83 (11.89%) Workflow
17 78 (11.17%) Data Pipeline
18 77 (11.03%) Data Analytics
19 76 (10.89%) Data Management
20 74 (10.60%) Data Engineering
Programming Languages
1 315 (45.13%) Python
2 302 (43.27%) SQL
3 69 (9.89%) JavaScript
4 48 (6.88%) C#
5 43 (6.16%) Data Analysis Expressions
6 40 (5.73%) R
7 39 (5.59%) TypeScript
8 31 (4.44%) VBA
9 28 (4.01%) Java
10 22 (3.15%) C++
11 13 (1.86%) T-SQL
12 12 (1.72%) Scala
13 9 (1.29%) C
13 9 (1.29%) MATLAB
14 8 (1.15%) Bash
15 6 (0.86%) Julia
15 6 (0.86%) Rust
16 5 (0.72%) VB
16 5 (0.72%) VBScript
17 4 (0.57%) PowerShell
Qualifications
1 130 (18.62%) Degree
2 62 (8.88%) Security Cleared
3 58 (8.31%) AWS Certification
4 54 (7.74%) AWS Certified Cloud Practitioner
5 39 (5.59%) SC Cleared
6 21 (3.01%) Master's Degree
7 20 (2.87%) DBS Check
8 18 (2.58%) Computer Science Degree
9 17 (2.44%) DV Cleared
9 17 (2.44%) Microsoft Certification
10 13 (1.86%) Azure Certification
11 11 (1.58%) BPSS Clearance
12 9 (1.29%) Postgraduate
13 7 (1.00%) APMP
13 7 (1.00%) MBA
14 6 (0.86%) Numerate Degree
15 5 (0.72%) PhD
16 4 (0.57%) ACCA
16 4 (0.57%) CIMA
17 3 (0.43%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 132 (18.91%) Data Quality
2 45 (6.45%) GDPR
3 35 (5.01%) QA
4 20 (2.87%) Accessibility
5 14 (2.01%) California Consumer Privacy Act
6 9 (1.29%) ISO/IEC 15288
7 5 (0.72%) Actionable Recommendations
7 5 (0.72%) ISO/IEC 27001
7 5 (0.72%) NIST
8 4 (0.57%) NIST 800
9 2 (0.29%) ISO 19650
9 2 (0.29%) 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 (3.01%) Docker
2 5 (0.72%) Active Directory
2 5 (0.72%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 22 (3.15%) Terraform
2 18 (2.58%) 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
1 170 (24.36%) Microsoft
2 43 (6.16%) Google
3 39 (5.59%) Databricks
4 29 (4.15%) SAP
5 20 (2.87%) Oracle
6 18 (2.58%) IBM
7 10 (1.43%) Cognos
8 9 (1.29%) Adobe
9 8 (1.15%) Alteryx
9 8 (1.15%) Informatica
9 8 (1.15%) MicroStrategy
9 8 (1.15%) Salesforce
10 5 (0.72%) Snow
10 5 (0.72%) VMware
11 4 (0.57%) Hotjar
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%) SYSPRO