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

6 months to
28 Jul 2026
Same period 2025 Same period 2024
Rank 285 125 97
Rank change year-on-year -160 -28 +44
Permanent jobs citing Visualisation 715 1,212 2,263
As % of all permanent jobs in the UK 0.70% 2.46% 2.57%
As % of the Processes & Methodologies category 0.96% 2.74% 3.15%
Number of salaries quoted 500 600 998
10th Percentile £30,675 £38,857 £38,275
25th Percentile £34,500 £42,500 £42,725
Median annual salary (50th Percentile) £48,373 £57,500 £60,000
Median % change year-on-year -15.87% -4.17% -
75th Percentile £70,000 £76,250 £77,375
90th Percentile £93,750 £100,000 £87,500
UK excluding London median annual salary £40,000 £52,500 £53,500
% change year-on-year -23.81% -1.87% +6.49%

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 74,833 44,225 71,828
As % of all permanent jobs advertised in the UK 73.64% 89.70% 81.44%
Number of salaries quoted 51,638 25,059 48,434
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.66%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £97,500 £93,750
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -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 28 July 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 28 July 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 -120 669 £47,500 -17.39% 384
UK excluding London -125 421 £40,000 -23.81% 284
London -122 245 £70,000 +5.66% 154
Work from Home -136 208 £55,000 -4.35% 130
North of England -10 163 £37,500 -28.57% 72
North West +14 111 £40,000 -20.00% 41
Midlands -60 88 £42,500 -5.56% 56
South East -72 78 £48,750 -2.50% 86
South West -100 54 £45,000 -5.26% 40
West Midlands -37 44 £38,750 -28.69% 36
East Midlands -39 44 £47,500 +10.47% 20
Yorkshire -31 42 £37,500 -38.26% 19
East of England -38 20 £54,000 -23.07% 19
North East -47 10 £37,500 -16.67% 14
Scotland -76 8 £37,500 -46.43% 7
Wales -56 7 £66,000 - 4
Northern Ireland -67 3 - - 5

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 53 (7.41%) Jupyter
2 26 (3.64%) Apache Spark
3 22 (3.08%) SharePoint
4 18 (2.52%) Apache Airflow
5 10 (1.40%) SAS
6 4 (0.56%) Apache
6 4 (0.56%) ArcGIS
7 2 (0.28%) IIS
7 2 (0.28%) WordPress
8 1 (0.14%) CMS
8 1 (0.14%) Confluence
8 1 (0.14%) GeoServer
Applications
1 108 (15.10%) Microsoft Excel
2 55 (7.69%) Chatbot
3 20 (2.80%) Microsoft Office
4 15 (2.10%) 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 2 (0.28%) Lightworks
8 2 (0.28%) Microsoft Project
8 2 (0.28%) Windchill
9 1 (0.14%) Photoshop
9 1 (0.14%) SPSS
Business Applications
1 19 (2.66%) SAP PM
2 5 (0.70%) Dynamics CRM
3 1 (0.14%) Dynamics GP
3 1 (0.14%) IBM Planning Analytics
3 1 (0.14%) Maximo
3 1 (0.14%) NetSuite
3 1 (0.14%) SAP CO
3 1 (0.14%) SystmOne
Cloud Services
1 348 (48.67%) Power Platform
2 153 (21.40%) AWS
3 152 (21.26%) Azure
4 58 (8.11%) Cloud Computing
5 57 (7.97%) GCP
6 45 (6.29%) dbt
7 32 (4.48%) SaaS
7 32 (4.48%) Snowflake
8 31 (4.34%) Microsoft 365
9 30 (4.20%) Azure Data Factory
10 27 (3.78%) Azure DevOps
10 27 (3.78%) PowerApps
11 25 (3.50%) Power Automate
12 21 (2.94%) Microsoft Purview
13 17 (2.38%) Dynamics 365
14 16 (2.24%) Google Analytics
15 12 (1.68%) GitHub
16 11 (1.54%) Azure Machine Learning
16 11 (1.54%) Dataform
17 8 (1.12%) Azure Synapse Analytics
Communications & Networking
1 13 (1.82%) Broadband
2 6 (0.84%) 5G
2 6 (0.84%) Internet
3 4 (0.56%) Modbus
3 4 (0.56%) MQTT
4 3 (0.42%) Wireless
5 2 (0.28%) HTTP
5 2 (0.28%) LoRaWAN
5 2 (0.28%) Network Security
5 2 (0.28%) TCP/IP
6 1 (0.14%) AMQP
6 1 (0.14%) Intranet
6 1 (0.14%) PPP
6 1 (0.14%) Profibus
6 1 (0.14%) VoIP
Database & Business Intelligence
1 348 (48.67%) Power BI
2 167 (23.36%) Tableau
3 66 (9.23%) Data Warehouse
4 41 (5.73%) Looker
5 40 (5.59%) SQL Server
6 34 (4.76%) Power Query
7 25 (3.50%) SQL Server Integration Services
8 24 (3.36%) Data Lake
9 22 (3.08%) Metadata
9 22 (3.08%) SQL Server Reporting Services
10 20 (2.80%) BigQuery
11 19 (2.66%) Big Data
12 18 (2.52%) Relational Database
13 16 (2.24%) GIS
14 12 (1.68%) QlikView
15 11 (1.54%) NoSQL
15 11 (1.54%) PostgreSQL
16 8 (1.12%) Amazon Redshift
16 8 (1.12%) Azure SQL Database
16 8 (1.12%) Delta Lake
Development Applications
1 53 (7.41%) Visual Studio Code
2 30 (4.20%) Git
3 9 (1.26%) Rational DOORS
4 8 (1.12%) JIRA
5 6 (0.84%) 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%) RStudio
9 1 (0.14%) Xcode
9 1 (0.14%) Yeoman
General
1 296 (41.40%) Analytical Skills
2 287 (40.14%) Social Skills
3 239 (33.43%) Finance
4 108 (15.10%) Retail
5 88 (12.31%) Manufacturing
6 83 (11.61%) Law
7 81 (11.33%) Inclusion and Diversity
8 51 (7.13%) Marketing
9 47 (6.57%) Public Sector
10 43 (6.01%) Military
11 39 (5.45%) Telecoms
12 32 (4.48%) Back Office
13 30 (4.20%) Banking
14 24 (3.36%) Organisational Skills
15 16 (2.24%) Presentation Skills
16 15 (2.10%) Influencing Skills
17 14 (1.96%) Legal
18 13 (1.82%) Documentation Skills
18 13 (1.82%) Financial Institution
19 11 (1.54%) Front Office
Job Titles
1 170 (23.78%) Analyst
2 120 (16.78%) Senior
3 104 (14.55%) Data Analyst
4 80 (11.19%) Developer
5 58 (8.11%) Data Engineer
6 55 (7.69%) Trainee
7 51 (7.13%) Data Scientist
8 50 (6.99%) Artificial Intelligence Programmer
8 50 (6.99%) Programmer
8 50 (6.99%) Trainee Programmer
9 46 (6.43%) Lead
10 38 (5.31%) Consultant
11 36 (5.03%) Data Manager
12 29 (4.06%) Software Engineer
13 26 (3.64%) Senior Analyst
14 24 (3.36%) Analytics Manager
15 23 (3.22%) Power BI Analyst
16 22 (3.08%) Business Intelligence Analyst
17 21 (2.94%) Performance Analyst
18 20 (2.80%) Data Consultant
Libraries, Frameworks & Software Standards
1 68 (9.51%) Pandas
2 67 (9.37%) scikit-learn
3 62 (8.67%) Matplotlib
4 59 (8.25%) NumPy
4 59 (8.25%) Streamlit
5 53 (7.41%) Hugging Face
6 36 (5.03%) React
7 27 (3.78%) .NET
8 25 (3.50%) PySpark
9 24 (3.36%) Kafka
10 17 (2.38%) CSS
11 16 (2.24%) HTML
12 14 (1.96%) PyTorch
13 12 (1.68%) CSS3
13 12 (1.68%) HTML5
13 12 (1.68%) jQuery
13 12 (1.68%) REST
14 11 (1.54%) Ajax
14 11 (1.54%) Sass
14 11 (1.54%) WebSockets
Miscellaneous
1 88 (12.31%) Algorithms
2 39 (5.45%) Management Information System
3 28 (3.92%) Product Ownership
4 27 (3.78%) Analytical Mindset
5 23 (3.22%) Data Structures
6 19 (2.66%) Cloud Native
7 15 (2.10%) Social Media
8 13 (1.82%) Blog
9 12 (1.68%) Onboarding
9 12 (1.68%) Self-Motivation
10 11 (1.54%) Greenfield Project
10 11 (1.54%) IoT
10 11 (1.54%) NHS
11 9 (1.26%) Legacy Systems
12 8 (1.12%) Data Protection Act
13 7 (0.98%) Augmented Reality
13 7 (0.98%) Clustering
13 7 (0.98%) Fixed Income
13 7 (0.98%) Foreign Exchange (FX)
13 7 (0.98%) SCADA
Operating Systems
1 12 (1.68%) Linux
2 7 (0.98%) Unix
3 3 (0.42%) Windows
4 2 (0.28%) Apple iOS
4 2 (0.28%) Windows Server
5 1 (0.14%) Android
Processes & Methodologies
1 378 (52.87%) Data Visualisation
2 349 (48.81%) Business Intelligence
3 322 (45.03%) Analytics
4 236 (33.01%) AI
5 228 (31.89%) Decision-Making
6 200 (27.97%) Problem-Solving
7 185 (25.87%) Machine Learning
8 162 (22.66%) Data Modelling
9 160 (22.38%) Data Analysis
10 140 (19.58%) Data Science
11 136 (19.02%) Data Governance
12 130 (18.18%) Agile
13 125 (17.48%) Actionable Insight
14 104 (14.55%) Continuous Improvement
15 89 (12.45%) Data Engineering
16 85 (11.89%) Dashboard Development
16 85 (11.89%) Data Analytics
16 85 (11.89%) Data-Driven Decision Making
17 84 (11.75%) Data Pipeline
18 80 (11.19%) Workflow
Programming Languages
1 327 (45.73%) Python
2 323 (45.17%) SQL
3 59 (8.25%) JavaScript
4 51 (7.13%) C#
5 45 (6.29%) Data Analysis Expressions
5 45 (6.29%) R
6 38 (5.31%) TypeScript
7 26 (3.64%) Java
8 24 (3.36%) C++
9 16 (2.24%) VBA
10 15 (2.10%) Scala
11 13 (1.82%) T-SQL
12 9 (1.26%) MATLAB
13 8 (1.12%) C
14 6 (0.84%) Julia
14 6 (0.84%) Rust
15 5 (0.70%) Bash
16 4 (0.56%) Kusto Query Language
16 4 (0.56%) PowerShell
16 4 (0.56%) VBScript
Qualifications
1 139 (19.44%) Degree
2 68 (9.51%) Security Cleared
3 55 (7.69%) AWS Certification
4 53 (7.41%) AWS Certified Cloud Practitioner
5 41 (5.73%) SC Cleared
6 18 (2.52%) Computer Science Degree
6 18 (2.52%) DBS Check
6 18 (2.52%) Master's Degree
7 17 (2.38%) DV Cleared
8 16 (2.24%) BPSS Clearance
9 15 (2.10%) Microsoft Certification
10 11 (1.54%) Azure Certification
11 9 (1.26%) Postgraduate
12 8 (1.12%) Numerate Degree
13 4 (0.56%) ACCA
13 4 (0.56%) APMP
13 4 (0.56%) CIMA
13 4 (0.56%) MBA
13 4 (0.56%) PhD
14 2 (0.28%) PMP
Quality Assurance & Compliance
1 148 (20.70%) Data Quality
2 51 (7.13%) GDPR
3 40 (5.59%) QA
4 20 (2.80%) Accessibility
5 14 (1.96%) California Consumer Privacy Act
6 9 (1.26%) ISO/IEC 15288
7 8 (1.12%) Actionable Recommendations
8 5 (0.70%) ISO/IEC 27001
8 5 (0.70%) NIST
9 4 (0.56%) NIST 800
9 4 (0.56%) PMO
10 2 (0.28%) ISO 19650
10 2 (0.28%) SOC 2
11 1 (0.14%) EU AI Act
11 1 (0.14%) GRC
11 1 (0.14%) IEC 61131
11 1 (0.14%) PERC
11 1 (0.14%) SLA
System Software
1 23 (3.22%) Docker
2 5 (0.70%) Active Directory
3 4 (0.56%) VMware Infrastructure
4 1 (0.14%) Apache Flume
Systems Management
1 23 (3.22%) Terraform
2 20 (2.80%) Kubernetes
3 6 (0.84%) Grafana
3 6 (0.84%) Prometheus
4 4 (0.56%) SCCM
5 3 (0.42%) Kubeflow
6 2 (0.28%) Microsoft Clustering
6 2 (0.28%) MOM
7 1 (0.14%) Ansible
7 1 (0.14%) SysTrack
Vendors
1 172 (24.06%) Microsoft
2 48 (6.71%) Google
3 46 (6.43%) Databricks
4 27 (3.78%) SAP
5 17 (2.38%) Oracle
6 14 (1.96%) IBM
7 9 (1.26%) MicroStrategy
7 9 (1.26%) Salesforce
8 8 (1.12%) Alteryx
8 8 (1.12%) Cognos
8 8 (1.12%) Informatica
8 8 (1.12%) SYSPRO
9 5 (0.70%) Hotjar
10 4 (0.56%) Adobe
10 4 (0.56%) JD Edwards
10 4 (0.56%) Snow
10 4 (0.56%) Talend
10 4 (0.56%) VMware
11 3 (0.42%) Cognizant
11 3 (0.42%) OpenAI