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

6 months to
5 May 2026
Same period 2025 Same period 2024
Rank 236 112 90
Rank change year-on-year -124 -22 +40
Permanent jobs citing Visualisation 736 1,155 2,815
As % of all permanent jobs in the UK 0.81% 2.69% 2.94%
As % of the Processes & Methodologies category 1.09% 2.89% 3.43%
Number of salaries quoted 516 652 1,352
10th Percentile £33,750 £35,000 £35,100
25th Percentile £38,713 £45,000 £42,500
Median annual salary (50th Percentile) £55,000 £58,000 £55,000
Median % change year-on-year -5.17% +5.45% -8.33%
75th Percentile £72,813 £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 67,799 39,928 81,978
As % of all permanent jobs advertised in the UK 74.55% 92.95% 85.54%
Number of salaries quoted 42,318 22,681 59,568
10th Percentile £30,000 £30,625 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £59,450 £60,000 £55,000
Median % change year-on-year -0.92% +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 £51,250 £52,500 £50,000
% change year-on-year -2.38% +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 5 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 5 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 -110 682 £55,000 -8.33% 484
UK excluding London -103 432 £45,000 -14.29% 344
London -92 267 £70,000 - 214
Work from Home -121 230 £60,000 +9.09% 221
North of England -67 143 £40,000 -20.00% 78
South East -36 109 £52,500 - 116
North West -23 90 £40,000 -20.00% 44
Midlands -65 85 £42,500 -22.73% 54
West Midlands -41 56 £42,500 -22.73% 29
Yorkshire -71 46 £38,750 -22.50% 21
South West -106 37 £47,500 +5.56% 51
East of England -15 33 £57,500 -8.29% 28
East Midlands -61 29 £45,390 -2.91% 25
Scotland -60 18 £49,000 +3.16% 12
North East -36 7 £37,500 -42.31% 13
Wales -26 4 £52,250 +4.50% 8
Northern Ireland -42 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%) IIS
8 4 (0.54%) Confluence
9 3 (0.41%) Apache Superset
10 2 (0.27%) ArcGIS
11 1 (0.14%) Apache Synapse
11 1 (0.14%) CMS
11 1 (0.14%) GeoServer
11 1 (0.14%) Microsoft Exchange
Applications
1 130 (17.66%) Microsoft Excel
2 54 (7.34%) Chatbot
3 29 (3.94%) Microsoft Office
4 23 (3.13%) 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 1 (0.14%) Adobe Premiere
9 1 (0.14%) AutoCAD
9 1 (0.14%) Fusion 360
9 1 (0.14%) Siemens NX
9 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 40 (5.43%) Microsoft 365
7 40 (5.43%) Snowflake
8 38 (5.16%) dbt
9 37 (5.03%) Power Automate
9 37 (5.03%) PowerApps
10 23 (3.13%) Azure DevOps
11 19 (2.58%) Amazon S3
12 18 (2.45%) SaaS
13 17 (2.31%) Dynamics 365
13 17 (2.31%) Google Analytics
14 16 (2.17%) Azure Synapse Analytics
15 14 (1.90%) GitHub
16 13 (1.77%) Amazon Kinesis
17 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 66 (8.97%) Data Warehouse
4 41 (5.57%) SQL Server
5 32 (4.35%) Amazon Redshift
6 25 (3.40%) BigQuery
6 25 (3.40%) Metadata
7 22 (2.99%) Looker
8 21 (2.85%) Big Data
8 21 (2.85%) Data Lake
9 20 (2.72%) SQL Server Integration Services
10 17 (2.31%) NoSQL
11 16 (2.17%) Relational Database
12 15 (2.04%) Data Mining
12 15 (2.04%) GIS
13 14 (1.90%) Amazon QuickSight
13 14 (1.90%) BusinessObjects
14 13 (1.77%) PostgreSQL
14 13 (1.77%) Power Query
14 13 (1.77%) SQL Server Reporting Services
Development Applications
1 54 (7.34%) Visual Studio Code
2 47 (6.39%) Git
3 12 (1.63%) 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%) Social Skills
2 263 (35.73%) Analytical Skills
3 220 (29.89%) Finance
4 94 (12.77%) Retail
5 86 (11.68%) Manufacturing
6 83 (11.28%) Inclusion and Diversity
7 66 (8.97%) Law
8 60 (8.15%) Marketing
9 51 (6.93%) Public Sector
10 32 (4.35%) Banking
11 29 (3.94%) Telecoms
12 28 (3.80%) Legal
13 26 (3.53%) Pharmaceutical
14 25 (3.40%) Military
15 23 (3.13%) Back Office
16 22 (2.99%) Front Office
16 22 (2.99%) Organisational Skills
17 14 (1.90%) Documentation Skills
18 13 (1.77%) Influencing Skills
19 10 (1.36%) Automotive
Job Titles
1 143 (19.43%) Analyst
2 111 (15.08%) Developer
3 106 (14.40%) Senior
4 80 (10.87%) Data Analyst
5 63 (8.56%) Data Engineer
6 56 (7.61%) Trainee
7 54 (7.34%) 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 35 (4.76%) Data Manager
12 34 (4.62%) Business Intelligence Developer
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%) WebSockets
11 23 (3.13%) CSS
12 22 (2.99%) HTML
13 20 (2.72%) .NET
14 15 (2.04%) HTML5 Canvas
14 15 (2.04%) PyTorch
15 11 (1.49%) Highcharts JS
15 11 (1.49%) REST
16 10 (1.36%) CSS3
16 10 (1.36%) FIX Protocol
16 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 22 (2.99%) Product Ownership
6 20 (2.72%) Data Structures
7 19 (2.58%) Blog
7 19 (2.58%) Fixed Income
8 13 (1.77%) Onboarding
9 12 (1.63%) IoT
9 12 (1.63%) Legacy Systems
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%) Low-Code
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
1 405 (55.03%) Data Visualisation
2 343 (46.60%) Business Intelligence
3 332 (45.11%) Analytics
4 222 (30.16%) Decision-Making
5 216 (29.35%) AI
6 184 (25.00%) Problem-Solving
7 181 (24.59%) Machine Learning
8 166 (22.55%) Data Analysis
9 156 (21.20%) Data Modelling
10 146 (19.84%) Data Science
11 123 (16.71%) Data Governance
12 122 (16.58%) ETL
13 109 (14.81%) Agile
14 107 (14.54%) Data Management
15 102 (13.86%) Actionable Insight
16 99 (13.45%) Continuous Improvement
17 92 (12.50%) Data Engineering
18 89 (12.09%) Data Analytics
19 86 (11.68%) Workflow
20 78 (10.60%) Data Pipeline
Programming Languages
1 335 (45.52%) Python
2 312 (42.39%) SQL
3 70 (9.51%) 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
12 11 (1.49%) T-SQL
13 10 (1.36%) MATLAB
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
1 162 (22.01%) 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
1 138 (18.75%) Data Quality
2 35 (4.76%) GDPR
3 28 (3.80%) 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%) California Consumer Privacy Act
9 4 (0.54%) NIST 800
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 39 (5.30%) 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%) Anaplan
11 4 (0.54%) OpenAI