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

6 months to
15 Jun 2026
Same period 2025 Same period 2024
Rank 247 121 97
Rank change year-on-year -126 -24 +34
Permanent jobs citing Visualisation 713 1,197 2,793
As % of all permanent jobs in the UK 0.77% 2.69% 2.59%
As % of the Processes & Methodologies category 1.05% 2.90% 3.15%
Number of salaries quoted 499 586 1,327
10th Percentile £32,330 £33,125 £34,600
25th Percentile £36,250 £42,500 £42,500
Median annual salary (50th Percentile) £50,000 £57,500 £55,000
Median % change year-on-year -13.04% +4.55% -8.33%
75th Percentile £71,250 £79,375 £71,250
90th Percentile £93,750 £100,000 £85,000
UK excluding London median annual salary £42,500 £52,500 £50,000
% change year-on-year -19.05% +5.00% -0.47%

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 67,867 41,257 88,577
As % of all permanent jobs advertised in the UK 72.84% 92.63% 82.08%
Number of salaries quoted 46,626 22,001 62,691
10th Percentile £30,000 £28,822 £29,629
25th Percentile £41,250 £39,353 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,500 £50,000 £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 15 June 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 15 June 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 -97 666 £50,000 -13.79% 357
UK excluding London -93 429 £42,500 -19.05% 292
London -101 244 £66,750 -4.64% 123
Work from Home -108 215 £60,000 +9.09% 120
North of England -26 164 £37,500 -26.47% 78
North West +6 110 £40,000 -20.00% 55
South East -33 95 £50,000 -6.98% 84
Midlands -42 82 £40,000 -25.50% 51
West Midlands -25 53 £40,000 -27.27% 31
Yorkshire -29 47 £37,500 -28.57% 16
South West -111 47 £43,750 +2.94% 41
East Midlands -36 29 £37,500 -12.79% 20
East of England -37 21 £58,250 -29.39% 26
Scotland -75 12 £62,500 +13.64% 6
North East -52 7 £37,500 -21.05% 8
Wales -44 5 £66,000 - 4
Northern Ireland -36 3 - - 10

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 (7.57%) Jupyter
2 35 (4.91%) Apache Airflow
3 29 (4.07%) Apache Spark
4 26 (3.65%) SharePoint
5 17 (2.38%) Apache
6 11 (1.54%) SAS
7 5 (0.70%) IIS
8 3 (0.42%) WordPress
9 2 (0.28%) Apache Superset
9 2 (0.28%) ArcGIS
9 2 (0.28%) Confluence
10 1 (0.14%) CMS
10 1 (0.14%) GeoServer
Applications
1 115 (16.13%) Microsoft Excel
2 54 (7.57%) Chatbot
3 25 (3.51%) Microsoft Office
4 22 (3.09%) Microsoft PowerPoint
5 9 (1.26%) CATIA
6 6 (0.84%) Blender
6 6 (0.84%) Maya
6 6 (0.84%) Spreadsheet
7 3 (0.42%) 3ds Max
7 3 (0.42%) CINEMA 4D
7 3 (0.42%) MS Visio
8 1 (0.14%) Adobe Premiere
8 1 (0.14%) Fusion 360
8 1 (0.14%) Lightworks
8 1 (0.14%) Siemens NX
8 1 (0.14%) SOLIDWORKS
8 1 (0.14%) Windchill
Business Applications
1 15 (2.10%) SAP PM
2 7 (0.98%) SAP CO
3 5 (0.70%) Dynamics CRM
3 5 (0.70%) IBM Planning Analytics
4 2 (0.28%) Salesforce CRM
5 1 (0.14%) Dynamics GP
5 1 (0.14%) Maximo
Cloud Services
1 341 (47.83%) Power Platform
2 159 (22.30%) Azure
3 149 (20.90%) AWS
4 60 (8.42%) Cloud Computing
5 53 (7.43%) GCP
6 38 (5.33%) Azure Data Factory
7 37 (5.19%) dbt
7 37 (5.19%) Microsoft 365
8 36 (5.05%) Snowflake
9 33 (4.63%) PowerApps
10 28 (3.93%) Power Automate
10 28 (3.93%) SaaS
11 24 (3.37%) Azure DevOps
12 21 (2.95%) Microsoft Purview
13 14 (1.96%) Amazon S3
13 14 (1.96%) Dynamics 365
14 13 (1.82%) Azure Synapse Analytics
15 10 (1.40%) Amazon Kinesis
15 10 (1.40%) Azure Machine Learning
15 10 (1.40%) Google Analytics
Communications & Networking
1 14 (1.96%) Broadband
2 6 (0.84%) 5G
2 6 (0.84%) Modbus
3 5 (0.70%) 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%) HTTP
5 1 (0.14%) Internet
5 1 (0.14%) Intranet
5 1 (0.14%) TCP/IP
5 1 (0.14%) VoIP
Database & Business Intelligence
1 341 (47.83%) Power BI
2 158 (22.16%) Tableau
3 61 (8.56%) Data Warehouse
4 40 (5.61%) SQL Server
5 26 (3.65%) Looker
6 25 (3.51%) Metadata
7 24 (3.37%) BigQuery
8 22 (3.09%) Data Lake
9 21 (2.95%) Amazon Redshift
9 21 (2.95%) Big Data
10 19 (2.66%) Power Query
10 19 (2.66%) SQL Server Integration Services
11 16 (2.24%) NoSQL
11 16 (2.24%) Relational Database
12 15 (2.10%) GIS
13 14 (1.96%) SQL Server Reporting Services
14 11 (1.54%) Amazon QuickSight
14 11 (1.54%) Data Mining
15 10 (1.40%) Azure SQL Database
16 9 (1.26%) Hadoop
Development Applications
1 54 (7.57%) Visual Studio Code
2 44 (6.17%) Git
3 9 (1.26%) Rational DOORS
4 8 (1.12%) JIRA
5 5 (0.70%) Jenkins
6 4 (0.56%) Visual Studio
6 4 (0.56%) Vite
7 3 (0.42%) GitLab
7 3 (0.42%) MLflow
7 3 (0.42%) Selenium
8 2 (0.28%) ESLint
8 2 (0.28%) Storybook
9 1 (0.14%) CocoaPods
9 1 (0.14%) Cypress.io
9 1 (0.14%) fastlane
9 1 (0.14%) LabVIEW
9 1 (0.14%) RStudio
9 1 (0.14%) Subversion
9 1 (0.14%) Xcode
9 1 (0.14%) Yeoman
General
1 271 (38.01%) Analytical Skills
2 265 (37.17%) Social Skills
3 216 (30.29%) Finance
4 101 (14.17%) Retail
5 85 (11.92%) Manufacturing
6 84 (11.78%) Inclusion and Diversity
7 73 (10.24%) Law
8 50 (7.01%) Public Sector
9 38 (5.33%) Marketing
10 34 (4.77%) Telecoms
11 33 (4.63%) Military
12 32 (4.49%) Banking
13 25 (3.51%) Back Office
14 22 (3.09%) Organisational Skills
15 19 (2.66%) Legal
15 19 (2.66%) Pharmaceutical
16 16 (2.24%) Front Office
17 15 (2.10%) Documentation Skills
18 14 (1.96%) Influencing Skills
19 11 (1.54%) Presentation Skills
Job Titles
1 155 (21.74%) Analyst
2 105 (14.73%) Senior
3 98 (13.74%) Developer
4 92 (12.90%) Data Analyst
5 58 (8.13%) Data Engineer
6 56 (7.85%) Trainee
7 51 (7.15%) Artificial Intelligence Programmer
7 51 (7.15%) Data Scientist
7 51 (7.15%) Programmer
7 51 (7.15%) Trainee Programmer
8 46 (6.45%) Lead
9 40 (5.61%) Data Manager
10 37 (5.19%) Consultant
11 28 (3.93%) Business Intelligence Analyst
11 28 (3.93%) Business Intelligence Developer
11 28 (3.93%) Power BI Analyst
12 25 (3.51%) Junior
13 23 (3.23%) React Developer
14 22 (3.09%) Architect
15 20 (2.81%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 68 (9.54%) Pandas
2 67 (9.40%) scikit-learn
3 64 (8.98%) Matplotlib
4 60 (8.42%) NumPy
4 60 (8.42%) Streamlit
5 54 (7.57%) Hugging Face
6 40 (5.61%) React
7 28 (3.93%) Kafka
8 26 (3.65%) .NET
8 26 (3.65%) PySpark
9 24 (3.37%) CSS
10 23 (3.23%) HTML
11 19 (2.66%) WebSockets
12 15 (2.10%) PyTorch
13 13 (1.82%) CSS3
13 13 (1.82%) HTML5
14 12 (1.68%) HTML5 Canvas
14 12 (1.68%) jQuery
14 12 (1.68%) LESS
14 12 (1.68%) Sass
Miscellaneous
1 94 (13.18%) Algorithms
2 41 (5.75%) Management Information System
3 27 (3.79%) Product Ownership
4 25 (3.51%) Analytical Mindset
5 21 (2.95%) Data Structures
5 21 (2.95%) Self-Motivation
6 19 (2.66%) Cloud Native
7 14 (1.96%) Onboarding
8 13 (1.82%) Fixed Income
9 11 (1.54%) Social Media
10 10 (1.40%) IoT
10 10 (1.40%) NHS
11 9 (1.26%) Blog
11 9 (1.26%) Legacy Systems
11 9 (1.26%) SCADA
12 8 (1.12%) Augmented Reality
12 8 (1.12%) Clustering
12 8 (1.12%) Distributed Systems
12 8 (1.12%) Virtual Reality
13 7 (0.98%) Foreign Exchange (FX)
Operating Systems
1 9 (1.26%) Linux
2 6 (0.84%) Unix
3 5 (0.70%) Apple iOS
4 4 (0.56%) Android
5 2 (0.28%) Windows
5 2 (0.28%) Windows Server
Processes & Methodologies
1 384 (53.86%) Data Visualisation
2 336 (47.12%) Business Intelligence
3 331 (46.42%) Analytics
4 219 (30.72%) AI
5 206 (28.89%) Decision-Making
6 188 (26.37%) Machine Learning
7 186 (26.09%) Problem-Solving
8 166 (23.28%) Data Analysis
9 156 (21.88%) Data Modelling
10 134 (18.79%) Data Science
11 129 (18.09%) Data Governance
12 111 (15.57%) Agile
13 106 (14.87%) Actionable Insight
14 98 (13.74%) ETL
15 89 (12.48%) Continuous Improvement
16 87 (12.20%) Data Analytics
16 87 (12.20%) Data Engineering
17 84 (11.78%) Data Management
17 84 (11.78%) Workflow
18 74 (10.38%) Data-Driven Decision Making
Programming Languages
1 332 (46.56%) Python
2 303 (42.50%) SQL
3 67 (9.40%) JavaScript
4 48 (6.73%) R
5 45 (6.31%) Data Analysis Expressions
6 40 (5.61%) C#
7 37 (5.19%) TypeScript
8 31 (4.35%) VBA
9 30 (4.21%) Java
10 20 (2.81%) C++
11 14 (1.96%) Scala
12 13 (1.82%) T-SQL
13 10 (1.40%) Bash
13 10 (1.40%) C
14 9 (1.26%) MATLAB
15 6 (0.84%) Julia
15 6 (0.84%) Rust
16 5 (0.70%) VB
16 5 (0.70%) VBScript
17 2 (0.28%) PowerShell
Qualifications
1 134 (18.79%) Degree
2 62 (8.70%) Security Cleared
3 59 (8.27%) AWS Certification
4 54 (7.57%) AWS Certified Cloud Practitioner
5 42 (5.89%) SC Cleared
6 24 (3.37%) Master's Degree
7 19 (2.66%) DBS Check
8 17 (2.38%) Computer Science Degree
8 17 (2.38%) DV Cleared
9 15 (2.10%) Microsoft Certification
10 11 (1.54%) Azure Certification
11 10 (1.40%) BPSS Clearance
11 10 (1.40%) MBA
12 9 (1.26%) Postgraduate
13 7 (0.98%) APMP
14 6 (0.84%) PhD
15 5 (0.70%) Numerate Degree
16 4 (0.56%) ACCA
16 4 (0.56%) AWS Certified Solutions Architect
16 4 (0.56%) CIMA
Quality Assurance & Compliance
1 143 (20.06%) Data Quality
2 45 (6.31%) GDPR
3 32 (4.49%) QA
4 21 (2.95%) Accessibility
5 14 (1.96%) California Consumer Privacy Act
6 9 (1.26%) ISO/IEC 15288
7 8 (1.12%) Actionable Recommendations
8 6 (0.84%) Good Clinical Practice
9 5 (0.70%) ISO/IEC 27001
9 5 (0.70%) NIST
10 4 (0.56%) NIST 800
11 2 (0.28%) ISO 19650
11 2 (0.28%) PMO
12 1 (0.14%) PERC
12 1 (0.14%) SLA
System Software
1 21 (2.95%) Docker
2 5 (0.70%) Active Directory
2 5 (0.70%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 21 (2.95%) Terraform
2 17 (2.38%) Kubernetes
3 7 (0.98%) Grafana
3 7 (0.98%) Prometheus
4 5 (0.70%) SCCM
5 3 (0.42%) Kubeflow
5 3 (0.42%) MOM
6 2 (0.28%) Microsoft Clustering
7 1 (0.14%) Ansible
7 1 (0.14%) SysTrack
Vendors
1 178 (24.96%) Microsoft
2 40 (5.61%) Databricks
3 38 (5.33%) Google
4 33 (4.63%) SAP
5 19 (2.66%) IBM
5 19 (2.66%) Oracle
6 10 (1.40%) Cognos
7 9 (1.26%) Adobe
7 9 (1.26%) Salesforce
8 8 (1.12%) Alteryx
8 8 (1.12%) MicroStrategy
9 7 (0.98%) Informatica
10 5 (0.70%) Snow
10 5 (0.70%) VMware
11 4 (0.56%) Anaplan
11 4 (0.56%) HighQ
11 4 (0.56%) JD Edwards
11 4 (0.56%) Mapbox
11 4 (0.56%) OpenAI
12 3 (0.42%) Salesforce Marketing Cloud