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

6 months to
16 May 2026
Same period 2025 Same period 2024
Rank 236 126 88
Rank change year-on-year -110 -38 +44
Permanent jobs citing Visualisation 723 1,123 2,849
As % of all permanent jobs in the UK 0.79% 2.57% 2.95%
As % of the Processes & Methodologies category 1.07% 2.75% 3.47%
Number of salaries quoted 501 634 1,334
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 £75,000 £80,000 £71,250
90th Percentile £95,000 £102,500 £85,000
UK excluding London median annual salary £45,000 £52,500 £50,000
% change year-on-year -14.29% +5.00% -

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 67,346 40,822 82,196
As % of all permanent jobs advertised in the UK 73.74% 93.29% 85.15%
Number of salaries quoted 43,359 22,211 59,550
10th Percentile £30,000 £30,000 £29,000
25th Percentile £40,000 £41,250 £40,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -9.97%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £101,000 £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 16 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 16 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 -95 672 £52,500 -12.50% 438
UK excluding London -87 425 £45,000 -14.29% 324
London -93 261 £72,500 +3.57% 188
Work from Home -102 228 £60,000 +9.09% 156
North of England -42 144 £40,000 -20.00% 90
South East -23 103 £53,750 - 84
North West 0 92 £40,000 -20.00% 46
Midlands -47 85 £42,500 -22.73% 49
West Midlands -49 57 £42,500 -22.73% 24
Yorkshire -62 46 £37,500 -25.00% 31
South West -105 39 £45,000 - 44
East of England -20 30 £54,500 -21.01% 26
East Midlands -43 28 £41,445 -7.90% 25
Scotland -49 16 £49,000 -2.00% 20
North East -45 6 £37,500 -42.31% 15
Wales -23 5 £66,000 +32.00% 11
Northern Ireland -43 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 41 (5.67%) 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
1 342 (47.30%) Power Platform
2 168 (23.24%) Azure
3 151 (20.89%) AWS
4 60 (8.30%) Cloud Computing
5 51 (7.05%) GCP
6 44 (6.09%) Azure Data Factory
7 40 (5.53%) dbt
7 40 (5.53%) Snowflake
8 38 (5.26%) Microsoft 365
9 36 (4.98%) PowerApps
10 34 (4.70%) Power Automate
11 28 (3.87%) SaaS
12 22 (3.04%) Azure DevOps
13 18 (2.49%) Amazon S3
14 15 (2.07%) Azure Synapse Analytics
14 15 (2.07%) Dynamics 365
14 15 (2.07%) Google Analytics
15 13 (1.80%) Amazon Kinesis
16 12 (1.66%) Azure Machine Learning
16 12 (1.66%) Microsoft Purview
Communications & Networking
1 13 (1.80%) Broadband
2 9 (1.24%) Modbus
3 7 (0.97%) MQTT
4 6 (0.83%) 5G
5 2 (0.28%) LoRaWAN
5 2 (0.28%) Network Security
5 2 (0.28%) Wireless
6 1 (0.14%) AMQP
6 1 (0.14%) Internet
6 1 (0.14%) Intranet
Database & Business Intelligence
1 342 (47.30%) Power BI
2 146 (20.19%) Tableau
3 63 (8.71%) Data Warehouse
4 45 (6.22%) SQL Server
5 30 (4.15%) Amazon Redshift
6 27 (3.73%) BigQuery
7 26 (3.60%) Looker
8 24 (3.32%) Metadata
9 22 (3.04%) Big Data
10 21 (2.90%) Data Lake
11 20 (2.77%) SQL Server Integration Services
12 17 (2.35%) Data Mining
13 16 (2.21%) NoSQL
14 15 (2.07%) Amazon QuickSight
15 14 (1.94%) GIS
15 14 (1.94%) Relational Database
15 14 (1.94%) SQL Server Reporting Services
16 13 (1.80%) Hadoop
16 13 (1.80%) Power Query
17 10 (1.38%) Spotfire
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
1 265 (36.65%) Analytical Skills
2 261 (36.10%) Social Skills
3 216 (29.88%) Finance
4 101 (13.97%) Retail
5 89 (12.31%) Manufacturing
6 81 (11.20%) Inclusion and Diversity
7 71 (9.82%) Law
8 51 (7.05%) Public Sector
9 48 (6.64%) Marketing
10 34 (4.70%) Banking
11 29 (4.01%) Telecoms
12 26 (3.60%) Legal
12 26 (3.60%) Pharmaceutical
13 25 (3.46%) Military
14 23 (3.18%) Back Office
15 20 (2.77%) Organisational Skills
16 18 (2.49%) Front Office
17 17 (2.35%) Documentation Skills
18 13 (1.80%) Influencing Skills
19 10 (1.38%) Financial Institution
Job Titles
1 143 (19.78%) Analyst
2 105 (14.52%) 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 48 (6.64%) Lead
10 38 (5.26%) Data Manager
11 36 (4.98%) Consultant
12 34 (4.70%) Business Intelligence Developer
13 28 (3.87%) Junior
14 26 (3.60%) Architect
15 25 (3.46%) React Developer
16 24 (3.32%) Business Intelligence Analyst
16 24 (3.32%) Power BI Analyst
17 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 40 (5.53%) React
8 30 (4.15%) Kafka
9 25 (3.46%) .NET
10 24 (3.32%) CSS
10 24 (3.32%) PySpark
11 23 (3.18%) HTML
12 21 (2.90%) WebSockets
13 14 (1.94%) HTML5 Canvas
13 14 (1.94%) PyTorch
14 13 (1.80%) CSS3
14 13 (1.80%) HTML5
15 12 (1.66%) Ajax
15 12 (1.66%) jQuery
15 12 (1.66%) Sass
Miscellaneous
1 94 (13.00%) Algorithms
2 38 (5.26%) Management Information System
3 28 (3.87%) Self-Motivation
4 25 (3.46%) Analytical Mindset
5 24 (3.32%) Product Ownership
6 21 (2.90%) Cloud Native
6 21 (2.90%) Data Structures
7 16 (2.21%) Fixed Income
8 13 (1.80%) Blog
8 13 (1.80%) Onboarding
9 12 (1.66%) IoT
9 12 (1.66%) Legacy Systems
9 12 (1.66%) SCADA
10 11 (1.52%) Social Media
11 9 (1.24%) Clustering
11 9 (1.24%) NHS
12 8 (1.11%) Distributed Systems
13 7 (0.97%) Augmented Reality
13 7 (0.97%) Foreign Exchange (FX)
14 6 (0.83%) Anti-Piracy
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
1 395 (54.63%) Data Visualisation
2 340 (47.03%) Business Intelligence
3 338 (46.75%) Analytics
4 216 (29.88%) AI
5 211 (29.18%) Decision-Making
6 191 (26.42%) Machine Learning
7 186 (25.73%) Problem-Solving
8 169 (23.37%) Data Analysis
9 162 (22.41%) Data Modelling
10 142 (19.64%) Data Science
11 125 (17.29%) Data Governance
12 117 (16.18%) ETL
13 108 (14.94%) Agile
14 104 (14.38%) Actionable Insight
15 97 (13.42%) Continuous Improvement
16 92 (12.72%) Data Management
17 91 (12.59%) Data Analytics
18 87 (12.03%) Data Engineering
19 85 (11.76%) Workflow
20 77 (10.65%) Data Pipeline
Programming Languages
1 334 (46.20%) Python
2 311 (43.02%) SQL
3 67 (9.27%) JavaScript
4 58 (8.02%) R
5 41 (5.67%) Data Analysis Expressions
6 37 (5.12%) C#
7 33 (4.56%) Java
8 32 (4.43%) VBA
9 30 (4.15%) 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
1 149 (20.61%) Degree
2 60 (8.30%) AWS Certification
3 57 (7.88%) Security Cleared
4 54 (7.47%) AWS Certified Cloud Practitioner
5 39 (5.39%) SC Cleared
6 26 (3.60%) Master's Degree
7 20 (2.77%) Computer Science Degree
8 19 (2.63%) DBS Check
9 16 (2.21%) 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
18 3 (0.41%) Numerate Degree
Quality Assurance & Compliance
1 142 (19.64%) Data Quality
2 40 (5.53%) GDPR
3 28 (3.87%) 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 16 (2.21%) Docker
2 5 (0.69%) Active Directory
2 5 (0.69%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 19 (2.63%) Terraform
2 14 (1.94%) Kubernetes
3 7 (0.97%) Grafana
3 7 (0.97%) Prometheus
4 5 (0.69%) SCCM
5 3 (0.41%) MOM
6 2 (0.28%) Ansible
6 2 (0.28%) Kubeflow
7 1 (0.14%) Argo
7 1 (0.14%) SysTrack
Vendors
1 184 (25.45%) Microsoft
2 42 (5.81%) Databricks
3 40 (5.53%) SAP
4 39 (5.39%) Google
5 19 (2.63%) IBM
5 19 (2.63%) Oracle
6 9 (1.24%) Adobe
6 9 (1.24%) Alteryx
7 8 (1.11%) Cognos
7 8 (1.11%) Salesforce
8 7 (0.97%) Informatica
8 7 (0.97%) MicroStrategy
9 5 (0.69%) BT
9 5 (0.69%) Mapbox
9 5 (0.69%) Snow
9 5 (0.69%) VMware
10 4 (0.55%) Anaplan
10 4 (0.55%) JD Edwards
10 4 (0.55%) OpenAI
10 4 (0.55%) Talend