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

6 months to
27 Apr 2026
Same period 2025 Same period 2024
Rank 233 111 90
Rank change year-on-year -122 -21 +44
Permanent jobs citing Visualisation 779 1,153 2,797
As % of all permanent jobs in the UK 0.87% 2.74% 2.93%
As % of the Processes & Methodologies category 1.16% 2.95% 3.42%
Number of salaries quoted 530 649 1,358
10th Percentile £33,750 £35,000 £35,000
25th Percentile £40,000 £45,000 £42,500
Median annual salary (50th Percentile) £55,750 £58,000 £55,000
Median % change year-on-year -3.88% +5.45% -6.00%
75th Percentile £75,000 £82,500 £71,250
90th Percentile £96,375 £110,000 £83,900
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 66,909 39,106 81,845
As % of all permanent jobs advertised in the UK 74.92% 92.82% 85.67%
Number of salaries quoted 41,448 22,678 59,603
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -11.29%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £98,750 £102,500 £92,500
UK excluding London median annual salary £50,000 £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 27 April 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 April 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 -104 713 £57,500 -4.17% 372
UK excluding London -105 460 £45,000 -14.29% 315
London -92 277 £72,500 +3.57% 130
Work from Home -94 256 £60,000 +9.09% 204
North of England -59 153 £40,000 -20.00% 80
South East -30 110 £53,750 - 89
North West -26 91 £40,000 -20.00% 46
Midlands -77 90 £44,000 -20.00% 58
West Midlands -41 59 £42,500 -22.73% 33
Yorkshire -66 49 £40,000 -20.00% 20
South West -108 38 £48,373 +8.14% 40
East of England -32 36 £57,500 -4.79% 24
East Midlands -67 31 £47,500 - 25
Scotland -59 21 £49,000 +3.16% 10
North East -42 13 £37,500 -42.31% 14
Northern Ireland -40 7 - - 12
Wales -25 5 £38,500 -23.00% 6

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 (6.93%) Jupyter
2 42 (5.39%) Apache Airflow
3 32 (4.11%) SharePoint
4 31 (3.98%) Apache Spark
5 21 (2.70%) Apache
6 8 (1.03%) Confluence
7 6 (0.77%) SAS
7 6 (0.77%) WordPress
8 5 (0.64%) IIS
9 3 (0.39%) Apache Superset
10 2 (0.26%) ArcGIS
11 1 (0.13%) Apache Synapse
11 1 (0.13%) CMS
11 1 (0.13%) GeoServer
11 1 (0.13%) Microsoft Exchange
Applications
1 164 (21.05%) Microsoft Excel
2 54 (6.93%) Chatbot
3 29 (3.72%) Microsoft Office
4 24 (3.08%) Microsoft PowerPoint
5 10 (1.28%) CATIA
6 6 (0.77%) Spreadsheet
7 4 (0.51%) 3ds Max
7 4 (0.51%) MS Visio
8 3 (0.39%) Blender
8 3 (0.39%) CINEMA 4D
8 3 (0.39%) Maya
9 2 (0.26%) AutoCAD
9 2 (0.26%) Trello
10 1 (0.13%) Adobe Premiere
10 1 (0.13%) Fusion 360
10 1 (0.13%) Houdini
10 1 (0.13%) Microsoft Project
10 1 (0.13%) NUKE
10 1 (0.13%) Siemens NX
10 1 (0.13%) SOLIDWORKS
Business Applications
1 15 (1.93%) SAP PM
2 9 (1.16%) SAP CO
3 4 (0.51%) Dynamics CRM
3 4 (0.51%) IBM Planning Analytics
4 2 (0.26%) Salesforce CRM
5 1 (0.13%) Maximo
5 1 (0.13%) NetSuite
5 1 (0.13%) SAP S/4HANA
5 1 (0.13%) Temenos T24
Cloud Services
1 375 (48.14%) Power Platform
2 194 (24.90%) Azure
3 150 (19.26%) AWS
4 76 (9.76%) Azure Data Factory
5 60 (7.70%) Cloud Computing
6 53 (6.80%) GCP
7 42 (5.39%) Snowflake
8 40 (5.13%) Azure Synapse Analytics
8 40 (5.13%) Microsoft 365
9 39 (5.01%) dbt
10 37 (4.75%) Power Automate
10 37 (4.75%) PowerApps
11 21 (2.70%) Azure DevOps
12 20 (2.57%) Google Analytics
13 19 (2.44%) Amazon S3
14 18 (2.31%) GitHub
15 17 (2.18%) Dynamics 365
15 17 (2.18%) SaaS
16 14 (1.80%) Serverless
17 13 (1.67%) Amazon Kinesis
Communications & Networking
1 8 (1.03%) Modbus
2 7 (0.90%) Broadband
3 6 (0.77%) MQTT
4 2 (0.26%) Internet
4 2 (0.26%) LoRaWAN
4 2 (0.26%) Network Security
4 2 (0.26%) Wireless
5 1 (0.13%) ADSL
5 1 (0.13%) AMQP
5 1 (0.13%) Firewall
Database & Business Intelligence
1 374 (48.01%) Power BI
2 142 (18.23%) Tableau
3 69 (8.86%) Data Warehouse
4 64 (8.22%) SQL Server
5 38 (4.88%) Azure SQL Database
6 36 (4.62%) SQL Server Reporting Services
7 33 (4.24%) Amazon Redshift
8 26 (3.34%) BigQuery
9 25 (3.21%) Metadata
10 23 (2.95%) Looker
11 21 (2.70%) Big Data
12 20 (2.57%) Data Lake
12 20 (2.57%) SQL Server Integration Services
13 17 (2.18%) BusinessObjects
13 17 (2.18%) NoSQL
14 16 (2.05%) GIS
15 15 (1.93%) MySQL
15 15 (1.93%) Power Query
15 15 (1.93%) Relational Database
16 14 (1.80%) Amazon QuickSight
Development Applications
1 54 (6.93%) Visual Studio Code
2 46 (5.91%) Git
3 16 (2.05%) JIRA
4 10 (1.28%) Rational DOORS
5 6 (0.77%) Jenkins
6 5 (0.64%) Visual Studio
7 4 (0.51%) GitLab
7 4 (0.51%) Vite
8 3 (0.39%) MLflow
8 3 (0.39%) Selenium
9 2 (0.26%) ESLint
9 2 (0.26%) Storybook
10 1 (0.13%) Cypress.io
10 1 (0.13%) LabVIEW
10 1 (0.13%) RStudio
10 1 (0.13%) Subversion
10 1 (0.13%) Yeoman
General
1 293 (37.61%) Social Skills
2 290 (37.23%) Analytical Skills
3 252 (32.35%) Finance
4 91 (11.68%) Retail
5 86 (11.04%) Manufacturing
6 84 (10.78%) Inclusion and Diversity
7 68 (8.73%) Marketing
8 65 (8.34%) Law
9 52 (6.68%) Public Sector
10 33 (4.24%) Banking
11 30 (3.85%) Legal
12 29 (3.72%) Telecoms
13 26 (3.34%) Pharmaceutical
14 25 (3.21%) Front Office
14 25 (3.21%) Military
15 24 (3.08%) Back Office
16 22 (2.82%) Organisational Skills
17 20 (2.57%) Presentation Skills
18 15 (1.93%) Billing
19 14 (1.80%) Documentation Skills
Job Titles
1 158 (20.28%) Analyst
2 114 (14.63%) Developer
3 108 (13.86%) Senior
4 84 (10.78%) Data Analyst
5 65 (8.34%) Data Engineer
6 59 (7.57%) Data Scientist
7 56 (7.19%) Trainee
8 51 (6.55%) Artificial Intelligence Programmer
8 51 (6.55%) Programmer
8 51 (6.55%) Trainee Programmer
9 49 (6.29%) Lead
10 39 (5.01%) Consultant
11 35 (4.49%) Business Intelligence Developer
12 31 (3.98%) Data Manager
13 30 (3.85%) React Developer
14 27 (3.47%) Architect
15 25 (3.21%) Junior
16 22 (2.82%) Senior Analyst
16 22 (2.82%) Senior Data Engineer
17 21 (2.70%) Power BI Developer
Libraries, Frameworks & Software Standards
1 69 (8.86%) Pandas
2 67 (8.60%) scikit-learn
3 64 (8.22%) Matplotlib
4 59 (7.57%) NumPy
5 56 (7.19%) Streamlit
6 54 (6.93%) Hugging Face
7 49 (6.29%) React
8 32 (4.11%) Kafka
9 26 (3.34%) PySpark
9 26 (3.34%) WebSockets
10 23 (2.95%) CSS
11 22 (2.82%) HTML
12 17 (2.18%) .NET
13 15 (1.93%) HTML5 Canvas
13 15 (1.93%) PyTorch
14 13 (1.67%) Highcharts JS
15 12 (1.54%) FIX Protocol
15 12 (1.54%) OpenFin
16 11 (1.41%) REST
17 10 (1.28%) Seaborn
Miscellaneous
1 89 (11.42%) Algorithms
2 46 (5.91%) Analytical Mindset
3 45 (5.78%) Self-Motivation
4 41 (5.26%) Management Information System
5 25 (3.21%) Cloud Native
6 23 (2.95%) Blog
6 23 (2.95%) Fixed Income
7 21 (2.70%) Data Structures
8 19 (2.44%) Product Ownership
9 13 (1.67%) IoT
9 13 (1.67%) Social Media
10 12 (1.54%) Legacy Systems
10 12 (1.54%) Onboarding
11 11 (1.41%) SCADA
12 8 (1.03%) Distributed Systems
12 8 (1.03%) Low-Code
13 7 (0.90%) Foreign Exchange (FX)
14 6 (0.77%) Anti-Piracy
14 6 (0.77%) Data Protection Act
14 6 (0.77%) Legacy Applications
Operating Systems
1 8 (1.03%) Linux
2 6 (0.77%) Unix
3 4 (0.51%) Android
3 4 (0.51%) Apple iOS
4 1 (0.13%) Windows
4 1 (0.13%) Windows Server
Processes & Methodologies
1 416 (53.40%) Data Visualisation
2 375 (48.14%) Business Intelligence
3 368 (47.24%) Analytics
4 256 (32.86%) Decision-Making
5 229 (29.40%) AI
6 209 (26.83%) Problem-Solving
7 197 (25.29%) Data Analysis
8 181 (23.23%) Machine Learning
9 169 (21.69%) Data Modelling
10 153 (19.64%) Data Science
11 128 (16.43%) Actionable Insight
11 128 (16.43%) ETL
12 123 (15.79%) Data Governance
13 117 (15.02%) Continuous Improvement
14 115 (14.76%) Agile
15 111 (14.25%) Data Management
16 103 (13.22%) Data Analytics
17 93 (11.94%) Data Engineering
18 86 (11.04%) Workflow
19 84 (10.78%) Dashboard Development
Programming Languages
1 351 (45.06%) SQL
2 343 (44.03%) Python
3 72 (9.24%) JavaScript
4 63 (8.09%) Data Analysis Expressions
5 59 (7.57%) R
6 34 (4.36%) VBA
7 32 (4.11%) Java
8 31 (3.98%) C#
9 30 (3.85%) TypeScript
10 18 (2.31%) Scala
11 16 (2.05%) C++
12 12 (1.54%) Bash
13 10 (1.28%) C
13 10 (1.28%) MATLAB
13 10 (1.28%) T-SQL
14 6 (0.77%) Julia
15 5 (0.64%) Ruby
15 5 (0.64%) Rust
15 5 (0.64%) VB
15 5 (0.64%) VBScript
Qualifications
1 182 (23.36%) Degree
2 62 (7.96%) Security Cleared
3 60 (7.70%) AWS Certification
4 54 (6.93%) AWS Certified Cloud Practitioner
5 46 (5.91%) SC Cleared
6 29 (3.72%) Master's Degree
7 22 (2.82%) Computer Science Degree
8 20 (2.57%) DBS Check
9 19 (2.44%) Microsoft Certification
10 15 (1.93%) MBA
11 14 (1.80%) DV Cleared
12 13 (1.67%) Azure Certification
13 12 (1.54%) Six Sigma Green Belt
14 11 (1.41%) BPSS Clearance
15 10 (1.28%) APMP
16 9 (1.16%) Postgraduate
17 6 (0.77%) PhD
18 5 (0.64%) AWS Certified Solutions Architect
19 3 (0.39%) ACCA
19 3 (0.39%) Numerate Degree
Quality Assurance & Compliance
1 148 (19.00%) Data Quality
2 31 (3.98%) GDPR
3 28 (3.59%) QA
4 23 (2.95%) Actionable Recommendations
5 18 (2.31%) Accessibility
6 10 (1.28%) Good Clinical Practice
6 10 (1.28%) ISO/IEC 15288
7 6 (0.77%) PMO
8 4 (0.51%) ISO/IEC 27001
8 4 (0.51%) NIST
9 3 (0.39%) NIST 800
10 2 (0.26%) ISO 19650
11 1 (0.13%) SLA
System Software
1 21 (2.70%) Docker
2 6 (0.77%) Active Directory
2 6 (0.77%) VMware Infrastructure
3 1 (0.13%) Apache Flume
3 1 (0.13%) VMware NSX
Systems Management
1 17 (2.18%) Terraform
2 16 (2.05%) Kubernetes
3 7 (0.90%) Grafana
3 7 (0.90%) Prometheus
4 5 (0.64%) SCCM
5 3 (0.39%) Ansible
5 3 (0.39%) Argo
6 2 (0.26%) Kubeflow
6 2 (0.26%) MOM
Vendors
1 183 (23.49%) Microsoft
2 47 (6.03%) Databricks
2 47 (6.03%) SAP
3 44 (5.65%) Google
4 19 (2.44%) IBM
4 19 (2.44%) Oracle
5 14 (1.80%) Salesforce
6 9 (1.16%) Adobe
6 9 (1.16%) Alteryx
7 7 (0.90%) Informatica
8 6 (0.77%) Cognos
8 6 (0.77%) Talend
8 6 (0.77%) VMware
9 5 (0.64%) BT
9 5 (0.64%) Mapbox
9 5 (0.64%) Salesforce Marketing Cloud
9 5 (0.64%) Snow
10 4 (0.51%) Anaplan
10 4 (0.51%) ESRI
10 4 (0.51%) OpenAI