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

6 months to
3 May 2026
Same period 2025 Same period 2024
Rank 236 112 91
Rank change year-on-year -124 -21 +41
Permanent jobs citing Visualisation 736 1,155 2,797
As % of all permanent jobs in the UK 0.81% 2.72% 2.92%
As % of the Processes & Methodologies category 1.09% 2.93% 3.41%
Number of salaries quoted 514 651 1,353
10th Percentile £33,750 £35,000 £35,000
25th Percentile £38,638 £45,000 £42,500
Median annual salary (50th Percentile) £55,000 £58,000 £55,000
Median % change year-on-year -5.17% +5.45% -7.60%
75th Percentile £73,438 £82,500 £71,250
90th Percentile £95,000 £107,500 £83,750
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 67,443 39,485 82,053
As % of all permanent jobs advertised in the UK 74.64% 92.88% 85.58%
Number of salaries quoted 41,986 22,655 59,675
10th Percentile £30,000 £30,668 £29,000
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £58,599 £60,000 £55,000
Median % change year-on-year -2.34% +9.09% -10.57%
75th Percentile £78,750 £80,000 £72,500
90th Percentile £100,000 £102,500 £92,500
UK excluding London median annual salary £50,001 £52,500 £50,000
% change year-on-year -4.76% +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 3 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 3 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 -112 682 £55,000 -8.33% 437
UK excluding London -108 430 £45,000 -14.29% 303
London -88 269 £70,000 - 183
Work from Home -123 226 £60,000 +9.09% 181
North of England -69 141 £40,000 -20.00% 78
South East -27 109 £52,500 - 98
North West -24 87 £40,000 -20.00% 43
Midlands -64 84 £42,500 -22.73% 51
West Midlands -38 55 £42,500 -22.73% 29
Yorkshire -70 46 £38,750 -22.50% 21
South West -110 38 £47,500 +5.56% 41
East of England -20 33 £57,500 -8.29% 23
East Midlands -56 29 £45,390 -2.91% 22
Scotland -64 18 £49,000 +3.16% 9
North East -37 8 £37,500 -42.31% 14
Wales -25 4 £52,250 +4.50% 6
Northern Ireland -37 3 - - 1

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 (7.34%) Jupyter
2 41 (5.57%) Apache Airflow
3 32 (4.35%) SharePoint
4 31 (4.21%) Apache Spark
5 20 (2.72%) Apache
6 6 (0.82%) SAS
6 6 (0.82%) WordPress
7 5 (0.68%) Confluence
7 5 (0.68%) IIS
8 3 (0.41%) Apache Superset
9 2 (0.27%) ArcGIS
10 1 (0.14%) Apache Synapse
10 1 (0.14%) CMS
10 1 (0.14%) GeoServer
10 1 (0.14%) Microsoft Exchange
Applications
1 131 (17.80%) Microsoft Excel
2 54 (7.34%) Chatbot
3 29 (3.94%) Microsoft Office
4 24 (3.26%) Microsoft PowerPoint
5 10 (1.36%) CATIA
6 6 (0.82%) Spreadsheet
7 4 (0.54%) 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 2 (0.27%) AutoCAD
10 1 (0.14%) Adobe Premiere
10 1 (0.14%) Fusion 360
10 1 (0.14%) Microsoft Project
10 1 (0.14%) Siemens NX
10 1 (0.14%) SOLIDWORKS
Business Applications
1 15 (2.04%) SAP PM
2 9 (1.22%) SAP CO
3 5 (0.68%) Dynamics CRM
4 4 (0.54%) IBM Planning Analytics
5 2 (0.27%) Salesforce CRM
6 1 (0.14%) Maximo
6 1 (0.14%) SAP S/4HANA
6 1 (0.14%) Temenos T24
Cloud Services
1 343 (46.60%) Power Platform
2 169 (22.96%) Azure
3 151 (20.52%) AWS
4 60 (8.15%) Cloud Computing
5 50 (6.79%) GCP
6 47 (6.39%) Azure Data Factory
7 41 (5.57%) Snowflake
8 40 (5.43%) Microsoft 365
9 39 (5.30%) dbt
10 37 (5.03%) Power Automate
10 37 (5.03%) PowerApps
11 23 (3.13%) Azure DevOps
12 19 (2.58%) Amazon S3
13 18 (2.45%) Google Analytics
14 17 (2.31%) Dynamics 365
14 17 (2.31%) SaaS
15 16 (2.17%) Azure Synapse Analytics
16 14 (1.90%) GitHub
17 13 (1.77%) Amazon Kinesis
18 12 (1.63%) Serverless
Communications & Networking
1 8 (1.09%) Modbus
2 7 (0.95%) Broadband
3 6 (0.82%) MQTT
4 2 (0.27%) Internet
4 2 (0.27%) LoRaWAN
4 2 (0.27%) Network Security
4 2 (0.27%) Wireless
5 1 (0.14%) ADSL
5 1 (0.14%) AMQP
5 1 (0.14%) Firewall
Database & Business Intelligence
1 343 (46.60%) Power BI
2 142 (19.29%) Tableau
3 68 (9.24%) Data Warehouse
4 41 (5.57%) SQL Server
5 32 (4.35%) Amazon Redshift
6 26 (3.53%) Metadata
7 25 (3.40%) BigQuery
8 23 (3.13%) Looker
9 21 (2.85%) Big Data
9 21 (2.85%) Data Lake
10 19 (2.58%) SQL Server Integration Services
11 17 (2.31%) NoSQL
12 16 (2.17%) GIS
12 16 (2.17%) Relational Database
13 15 (2.04%) Data Mining
14 14 (1.90%) Amazon QuickSight
14 14 (1.90%) BusinessObjects
15 13 (1.77%) Hadoop
15 13 (1.77%) PostgreSQL
15 13 (1.77%) Power Query
Development Applications
1 54 (7.34%) Visual Studio Code
2 47 (6.39%) Git
3 13 (1.77%) JIRA
4 10 (1.36%) Rational DOORS
5 6 (0.82%) Jenkins
6 4 (0.54%) GitLab
6 4 (0.54%) Vite
7 3 (0.41%) MLflow
7 3 (0.41%) Selenium
7 3 (0.41%) Visual Studio
8 2 (0.27%) ESLint
8 2 (0.27%) 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
1 264 (35.87%) Analytical Skills
2 262 (35.60%) Social Skills
3 221 (30.03%) Finance
4 93 (12.64%) Retail
5 86 (11.68%) Manufacturing
6 81 (11.01%) Inclusion and Diversity
7 66 (8.97%) Law
8 61 (8.29%) Marketing
9 51 (6.93%) Public Sector
10 33 (4.48%) Banking
11 29 (3.94%) Legal
11 29 (3.94%) Telecoms
12 26 (3.53%) Pharmaceutical
13 25 (3.40%) Military
14 23 (3.13%) Back Office
15 22 (2.99%) Front Office
15 22 (2.99%) Organisational Skills
16 14 (1.90%) Documentation Skills
17 13 (1.77%) Influencing Skills
18 10 (1.36%) Automotive
Job Titles
1 143 (19.43%) Analyst
2 111 (15.08%) Developer
3 105 (14.27%) Senior
4 79 (10.73%) Data Analyst
5 63 (8.56%) Data Engineer
6 56 (7.61%) Trainee
7 55 (7.47%) Data Scientist
8 51 (6.93%) Artificial Intelligence Programmer
8 51 (6.93%) Programmer
8 51 (6.93%) Trainee Programmer
9 47 (6.39%) Lead
10 36 (4.89%) Consultant
11 34 (4.62%) Business Intelligence Developer
12 33 (4.48%) Data Manager
13 28 (3.80%) React Developer
14 26 (3.53%) Architect
14 26 (3.53%) Junior
15 22 (2.99%) Business Intelligence Analyst
15 22 (2.99%) Power BI Analyst
15 22 (2.99%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 69 (9.38%) Pandas
2 67 (9.10%) scikit-learn
3 64 (8.70%) Matplotlib
4 59 (8.02%) NumPy
5 56 (7.61%) Streamlit
6 54 (7.34%) Hugging Face
7 47 (6.39%) React
8 32 (4.35%) Kafka
9 26 (3.53%) PySpark
10 24 (3.26%) CSS
10 24 (3.26%) WebSockets
11 23 (3.13%) HTML
12 20 (2.72%) .NET
13 15 (2.04%) HTML5 Canvas
13 15 (2.04%) PyTorch
14 11 (1.49%) Highcharts JS
14 11 (1.49%) REST
15 10 (1.36%) CSS3
15 10 (1.36%) FIX Protocol
15 10 (1.36%) HTML5
Miscellaneous
1 90 (12.23%) Algorithms
2 40 (5.43%) Management Information System
3 31 (4.21%) Self-Motivation
4 24 (3.26%) Analytical Mindset
4 24 (3.26%) Cloud Native
5 21 (2.85%) Fixed Income
6 20 (2.72%) Data Structures
7 19 (2.58%) Blog
8 18 (2.45%) Product Ownership
9 12 (1.63%) IoT
9 12 (1.63%) Legacy Systems
9 12 (1.63%) Onboarding
10 11 (1.49%) SCADA
10 11 (1.49%) Social Media
11 8 (1.09%) Distributed Systems
12 7 (0.95%) Foreign Exchange (FX)
12 7 (0.95%) NHS
13 6 (0.82%) AI Agents
13 6 (0.82%) Anti-Piracy
13 6 (0.82%) Legacy Applications
Operating Systems
1 8 (1.09%) Linux
2 6 (0.82%) Unix
3 4 (0.54%) Android
3 4 (0.54%) Apple iOS
4 1 (0.14%) Windows
4 1 (0.14%) Windows Server
Processes & Methodologies
1 403 (54.76%) Data Visualisation
2 343 (46.60%) Business Intelligence
3 333 (45.24%) Analytics
4 224 (30.43%) Decision-Making
5 213 (28.94%) AI
6 185 (25.14%) Problem-Solving
7 181 (24.59%) Machine Learning
8 167 (22.69%) Data Analysis
9 157 (21.33%) Data Modelling
10 147 (19.97%) Data Science
11 122 (16.58%) Data Governance
11 122 (16.58%) ETL
12 108 (14.67%) Agile
13 107 (14.54%) Data Management
14 102 (13.86%) Actionable Insight
15 100 (13.59%) Continuous Improvement
16 92 (12.50%) Data Engineering
17 90 (12.23%) Data Analytics
18 86 (11.68%) Workflow
19 79 (10.73%) Data Pipeline
Programming Languages
1 336 (45.65%) Python
2 314 (42.66%) SQL
3 71 (9.65%) JavaScript
4 60 (8.15%) R
5 40 (5.43%) Data Analysis Expressions
6 34 (4.62%) C#
7 33 (4.48%) Java
7 33 (4.48%) VBA
8 31 (4.21%) TypeScript
9 18 (2.45%) Scala
10 17 (2.31%) C++
11 12 (1.63%) Bash
12 11 (1.49%) C
13 10 (1.36%) MATLAB
13 10 (1.36%) T-SQL
14 6 (0.82%) Julia
14 6 (0.82%) Rust
15 5 (0.68%) VB
15 5 (0.68%) VBScript
16 4 (0.54%) Ruby
Qualifications
1 164 (22.28%) Degree
2 62 (8.42%) Security Cleared
3 60 (8.15%) AWS Certification
4 54 (7.34%) AWS Certified Cloud Practitioner
5 44 (5.98%) SC Cleared
6 28 (3.80%) Master's Degree
7 23 (3.13%) Computer Science Degree
8 20 (2.72%) DBS Check
9 19 (2.58%) Microsoft Certification
10 15 (2.04%) DV Cleared
11 14 (1.90%) MBA
12 12 (1.63%) Azure Certification
13 11 (1.49%) BPSS Clearance
14 9 (1.22%) APMP
14 9 (1.22%) Postgraduate
15 7 (0.95%) PhD
16 5 (0.68%) AWS Certified Solutions Architect
17 3 (0.41%) ACCA
17 3 (0.41%) CIMA
18 2 (0.27%) Chartered Engineer
Quality Assurance & Compliance
1 136 (18.48%) Data Quality
2 32 (4.35%) GDPR
3 29 (3.94%) QA
4 17 (2.31%) Accessibility
5 11 (1.49%) Actionable Recommendations
6 10 (1.36%) Good Clinical Practice
6 10 (1.36%) ISO/IEC 15288
7 6 (0.82%) PMO
8 5 (0.68%) ISO/IEC 27001
8 5 (0.68%) NIST
9 4 (0.54%) NIST 800
10 2 (0.27%) California Consumer Privacy Act
10 2 (0.27%) ISO 19650
11 1 (0.14%) SLA
System Software
1 20 (2.72%) Docker
2 6 (0.82%) Active Directory
2 6 (0.82%) VMware Infrastructure
3 1 (0.14%) Apache Flume
3 1 (0.14%) VMware NSX
Systems Management
1 17 (2.31%) Terraform
2 16 (2.17%) Kubernetes
3 7 (0.95%) Grafana
3 7 (0.95%) Prometheus
4 5 (0.68%) SCCM
5 3 (0.41%) Argo
6 2 (0.27%) Ansible
6 2 (0.27%) Kubeflow
6 2 (0.27%) MOM
Vendors
1 181 (24.59%) Microsoft
2 46 (6.25%) Databricks
3 44 (5.98%) SAP
4 40 (5.43%) Google
5 19 (2.58%) IBM
5 19 (2.58%) Oracle
6 13 (1.77%) Salesforce
7 9 (1.22%) Adobe
7 9 (1.22%) Alteryx
8 7 (0.95%) Cognos
8 7 (0.95%) Informatica
9 6 (0.82%) VMware
10 5 (0.68%) BT
10 5 (0.68%) Mapbox
10 5 (0.68%) MicroStrategy
10 5 (0.68%) Salesforce Marketing Cloud
10 5 (0.68%) Snow
10 5 (0.68%) Talend
11 4 (0.54%) ESRI
11 4 (0.54%) JD Edwards