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 14 May 2026, with comparisons to the same periods in the previous two years.

6 months to
14 May 2026
Same period 2025 Same period 2024
Rank 238 122 90
Rank change year-on-year -116 -32 +41
Permanent jobs citing Visualisation 723 1,126 2,832
As % of all permanent jobs in the UK 0.80% 2.59% 2.94%
As % of the Processes & Methodologies category 1.08% 2.78% 3.45%
Number of salaries quoted 499 636 1,333
10th Percentile £33,750 £34,755 £35,000
25th Percentile £36,250 £45,000 £42,500
Median annual salary (50th Percentile) £52,500 £58,000 £55,000
Median % change year-on-year -9.48% +5.45% -8.33%
75th Percentile £72,500 £80,313 £71,250
90th Percentile £95,000 £102,500 £85,000
UK excluding London median annual salary £44,000 £53,688 £50,000
% change year-on-year -18.05% +7.38% -

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 66,963 40,520 82,162
As % of all permanent jobs advertised in the UK 73.84% 93.32% 85.21%
Number of salaries quoted 43,068 22,234 59,552
10th Percentile £30,000 £30,000 £29,000
25th Percentile £40,000 £41,500 £40,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -9.84%
75th Percentile £78,750 £78,938 £72,500
90th Percentile £100,000 £101,250 £92,500
UK excluding London median annual salary £52,500 £52,500 £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 14 May 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 14 May 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 -102 670 £52,500 -12.50% 436
UK excluding London -94 425 £44,000 -18.05% 323
London -96 260 £70,000 - 190
Work from Home -104 233 £60,000 +9.09% 155
North of England -30 143 £38,750 -24.02% 85
South East -22 102 £51,500 -6.36% 84
North West 0 91 £40,000 -20.79% 42
Midlands -60 85 £42,500 -22.73% 53
West Midlands -38 57 £42,500 -22.73% 23
Yorkshire -71 46 £37,500 -25.00% 29
South West -101 39 £45,000 - 44
East of England -23 31 £55,000 -20.29% 24
East Midlands -42 28 £41,445 -8.91% 30
Scotland -43 17 £49,000 -2.00% 22
North East -40 6 £37,500 -42.31% 16
Wales -25 5 £66,000 +32.00% 11
Northern Ireland -40 3 - - 2

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 (7.47%) Jupyter
2 42 (5.81%) Apache Airflow
3 30 (4.15%) Apache Spark
3 30 (4.15%) SharePoint
4 21 (2.90%) Apache
5 12 (1.66%) SAS
6 5 (0.69%) IIS
7 4 (0.55%) Confluence
7 4 (0.55%) WordPress
8 3 (0.41%) Apache Superset
9 2 (0.28%) ArcGIS
10 1 (0.14%) Apache Synapse
10 1 (0.14%) CMS
10 1 (0.14%) GeoServer
Applications
1 123 (17.01%) Microsoft Excel
2 54 (7.47%) Chatbot
3 29 (4.01%) Microsoft Office
4 23 (3.18%) Microsoft PowerPoint
5 10 (1.38%) CATIA
6 6 (0.83%) Spreadsheet
7 4 (0.55%) MS Visio
8 3 (0.41%) 3ds Max
8 3 (0.41%) Blender
8 3 (0.41%) CINEMA 4D
8 3 (0.41%) Maya
9 1 (0.14%) Adobe Premiere
9 1 (0.14%) Fusion 360
9 1 (0.14%) Siemens NX
9 1 (0.14%) SOLIDWORKS
Business Applications
1 15 (2.07%) SAP PM
2 9 (1.24%) SAP CO
3 6 (0.83%) Dynamics CRM
4 4 (0.55%) IBM Planning Analytics
5 2 (0.28%) Salesforce CRM
6 1 (0.14%) Maximo
6 1 (0.14%) SAP S/4HANA
6 1 (0.14%) Temenos T24
Cloud Services
1 340 (47.03%) Power Platform
2 167 (23.10%) Azure
3 151 (20.89%) AWS
4 60 (8.30%) Cloud Computing
5 52 (7.19%) GCP
6 44 (6.09%) Azure Data Factory
7 41 (5.67%) dbt
8 40 (5.53%) Snowflake
9 37 (5.12%) Microsoft 365
10 36 (4.98%) PowerApps
11 34 (4.70%) Power Automate
12 28 (3.87%) SaaS
13 22 (3.04%) Azure DevOps
14 18 (2.49%) Amazon S3
15 16 (2.21%) Dynamics 365
16 15 (2.07%) Google Analytics
17 14 (1.94%) Azure Synapse Analytics
18 13 (1.80%) Amazon Kinesis
19 12 (1.66%) GitHub
19 12 (1.66%) Microsoft Purview
Communications & Networking
1 13 (1.80%) Broadband
2 8 (1.11%) Modbus
3 6 (0.83%) 5G
3 6 (0.83%) 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%) Internet
Database & Business Intelligence
1 340 (47.03%) Power BI
2 146 (20.19%) Tableau
3 63 (8.71%) Data Warehouse
4 44 (6.09%) SQL Server
5 31 (4.29%) Amazon Redshift
6 27 (3.73%) BigQuery
7 26 (3.60%) Looker
8 24 (3.32%) Metadata
9 21 (2.90%) Big Data
10 20 (2.77%) Data Lake
10 20 (2.77%) SQL Server Integration Services
11 17 (2.35%) Data Mining
12 16 (2.21%) NoSQL
13 15 (2.07%) Amazon QuickSight
13 15 (2.07%) Relational Database
14 14 (1.94%) GIS
14 14 (1.94%) SQL Server Reporting Services
15 13 (1.80%) Hadoop
15 13 (1.80%) Power Query
16 10 (1.38%) PostgreSQL
Development Applications
1 54 (7.47%) Visual Studio Code
2 44 (6.09%) Git
3 11 (1.52%) JIRA
4 10 (1.38%) Rational DOORS
5 5 (0.69%) Jenkins
6 4 (0.55%) GitLab
6 4 (0.55%) Vite
7 3 (0.41%) Selenium
7 3 (0.41%) Visual Studio
8 2 (0.28%) ESLint
8 2 (0.28%) MLflow
8 2 (0.28%) Storybook
9 1 (0.14%) Cypress.io
9 1 (0.14%) LabVIEW
9 1 (0.14%) RStudio
9 1 (0.14%) Subversion
9 1 (0.14%) Yeoman
General
1 266 (36.79%) Social Skills
2 265 (36.65%) Analytical Skills
3 215 (29.74%) Finance
4 101 (13.97%) Retail
5 87 (12.03%) Manufacturing
6 86 (11.89%) Inclusion and Diversity
7 72 (9.96%) Law
8 52 (7.19%) Marketing
9 51 (7.05%) Public Sector
10 34 (4.70%) Banking
11 29 (4.01%) Telecoms
12 27 (3.73%) Legal
13 26 (3.60%) Pharmaceutical
14 25 (3.46%) Military
15 23 (3.18%) Back Office
16 19 (2.63%) Organisational Skills
17 18 (2.49%) Front Office
18 16 (2.21%) Documentation Skills
19 13 (1.80%) Influencing Skills
20 10 (1.38%) Automotive
Job Titles
1 143 (19.78%) Analyst
2 106 (14.66%) Developer
3 103 (14.25%) Senior
4 78 (10.79%) Data Analyst
5 60 (8.30%) Data Engineer
6 56 (7.75%) Trainee
7 52 (7.19%) Data Scientist
8 51 (7.05%) Artificial Intelligence Programmer
8 51 (7.05%) Programmer
8 51 (7.05%) Trainee Programmer
9 46 (6.36%) Lead
10 38 (5.26%) Data Manager
11 34 (4.70%) Business Intelligence Developer
11 34 (4.70%) Consultant
12 28 (3.87%) Junior
13 26 (3.60%) Architect
14 25 (3.46%) React Developer
15 24 (3.32%) Business Intelligence Analyst
15 24 (3.32%) Power BI Analyst
16 22 (3.04%) Power BI Developer
Libraries, Frameworks & Software Standards
1 67 (9.27%) Pandas
2 66 (9.13%) scikit-learn
3 64 (8.85%) Matplotlib
4 61 (8.44%) Streamlit
5 58 (8.02%) NumPy
6 54 (7.47%) Hugging Face
7 41 (5.67%) React
8 30 (4.15%) Kafka
9 24 (3.32%) CSS
10 23 (3.18%) .NET
10 23 (3.18%) HTML
10 23 (3.18%) PySpark
11 21 (2.90%) WebSockets
12 15 (2.07%) HTML5 Canvas
13 14 (1.94%) PyTorch
14 12 (1.66%) CSS3
14 12 (1.66%) HTML5
15 11 (1.52%) Ajax
15 11 (1.52%) jQuery
15 11 (1.52%) Sass
Miscellaneous
1 93 (12.86%) Algorithms
2 38 (5.26%) Management Information System
3 29 (4.01%) Self-Motivation
4 25 (3.46%) Product Ownership
5 24 (3.32%) Analytical Mindset
6 23 (3.18%) Cloud Native
7 20 (2.77%) Data Structures
8 17 (2.35%) Blog
9 16 (2.21%) Fixed Income
10 13 (1.80%) Onboarding
11 12 (1.66%) Legacy Systems
12 11 (1.52%) IoT
12 11 (1.52%) SCADA
12 11 (1.52%) Social Media
13 9 (1.24%) Clustering
14 8 (1.11%) Distributed Systems
14 8 (1.11%) NHS
15 7 (0.97%) Augmented Reality
15 7 (0.97%) Foreign Exchange (FX)
16 6 (0.83%) Legacy Applications
Operating Systems
1 8 (1.11%) Linux
2 6 (0.83%) Unix
3 4 (0.55%) Android
3 4 (0.55%) Apple iOS
Processes & Methodologies
1 400 (55.33%) Data Visualisation
2 339 (46.89%) Business Intelligence
3 335 (46.33%) Analytics
4 220 (30.43%) AI
5 211 (29.18%) Decision-Making
6 188 (26.00%) Machine Learning
7 185 (25.59%) Problem-Solving
8 169 (23.37%) Data Analysis
9 160 (22.13%) Data Modelling
10 142 (19.64%) Data Science
11 125 (17.29%) Data Governance
12 117 (16.18%) ETL
13 109 (15.08%) Agile
14 104 (14.38%) Actionable Insight
15 99 (13.69%) Continuous Improvement
16 97 (13.42%) Data Management
17 91 (12.59%) Data Analytics
18 87 (12.03%) Data Engineering
19 86 (11.89%) Workflow
20 77 (10.65%) Data Pipeline
Programming Languages
1 333 (46.06%) Python
2 310 (42.88%) SQL
3 67 (9.27%) JavaScript
4 58 (8.02%) R
5 41 (5.67%) Data Analysis Expressions
6 36 (4.98%) C#
7 34 (4.70%) Java
8 32 (4.43%) VBA
9 29 (4.01%) TypeScript
10 17 (2.35%) C++
10 17 (2.35%) Scala
11 13 (1.80%) Bash
12 11 (1.52%) T-SQL
13 10 (1.38%) C
13 10 (1.38%) MATLAB
14 6 (0.83%) Julia
14 6 (0.83%) Rust
15 5 (0.69%) VB
15 5 (0.69%) VBScript
16 4 (0.55%) ANSI SQL
Qualifications
1 153 (21.16%) Degree
2 60 (8.30%) AWS Certification
3 58 (8.02%) Security Cleared
4 54 (7.47%) AWS Certified Cloud Practitioner
5 40 (5.53%) SC Cleared
6 26 (3.60%) Master's Degree
7 21 (2.90%) Computer Science Degree
8 19 (2.63%) DBS Check
9 17 (2.35%) Microsoft Certification
10 15 (2.07%) DV Cleared
11 13 (1.80%) MBA
12 11 (1.52%) BPSS Clearance
13 10 (1.38%) Azure Certification
14 9 (1.24%) Postgraduate
15 8 (1.11%) APMP
16 7 (0.97%) PhD
17 5 (0.69%) AWS Certified Solutions Architect
18 3 (0.41%) ACCA
18 3 (0.41%) CIMA
19 2 (0.28%) PMP
Quality Assurance & Compliance
1 141 (19.50%) Data Quality
2 40 (5.53%) GDPR
3 27 (3.73%) QA
4 17 (2.35%) Accessibility
5 11 (1.52%) Actionable Recommendations
6 10 (1.38%) Good Clinical Practice
6 10 (1.38%) ISO/IEC 15288
7 8 (1.11%) California Consumer Privacy Act
8 6 (0.83%) PMO
9 5 (0.69%) ISO/IEC 27001
9 5 (0.69%) NIST
10 4 (0.55%) NIST 800
11 2 (0.28%) ISO 19650
12 1 (0.14%) SLA
System Software
1 17 (2.35%) Docker
2 5 (0.69%) Active Directory
2 5 (0.69%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 18 (2.49%) Terraform
2 15 (2.07%) Kubernetes
3 7 (0.97%) Grafana
3 7 (0.97%) Prometheus
4 5 (0.69%) SCCM
5 2 (0.28%) Ansible
5 2 (0.28%) Argo
5 2 (0.28%) Kubeflow
5 2 (0.28%) MOM
Vendors
1 182 (25.17%) Microsoft
2 41 (5.67%) Databricks
2 41 (5.67%) SAP
3 39 (5.39%) Google
4 19 (2.63%) IBM
4 19 (2.63%) Oracle
5 9 (1.24%) Adobe
5 9 (1.24%) Alteryx
6 8 (1.11%) Cognos
6 8 (1.11%) Salesforce
7 7 (0.97%) Informatica
7 7 (0.97%) MicroStrategy
8 5 (0.69%) BT
8 5 (0.69%) Mapbox
8 5 (0.69%) Snow
8 5 (0.69%) VMware
9 4 (0.55%) Anaplan
9 4 (0.55%) JD Edwards
9 4 (0.55%) OpenAI
9 4 (0.55%) Talend