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

6 months to
10 Aug 2026
Same period 2025 Same period 2024
Rank 280 135 95
Rank change year-on-year -145 -40 +49
Permanent jobs citing Visualisation 726 1,204 2,153
As % of all permanent jobs in the UK 0.69% 2.41% 2.59%
As % of the Processes & Methodologies category 0.93% 2.70% 3.20%
Number of salaries quoted 480 589 886
10th Percentile £30,750 £38,974 £38,512
25th Percentile £35,000 £42,500 £46,250
Median annual salary (50th Percentile) £50,000 £57,201 £60,622
Median % change year-on-year -12.59% -5.64% +1.04%
75th Percentile £72,500 £75,000 £78,750
90th Percentile £95,000 £100,000 £91,250
UK excluding London median annual salary £41,750 £52,000 £55,000
% change year-on-year -19.71% -5.45% +9.48%

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 77,887 44,584 67,368
As % of all permanent jobs advertised in the UK 73.57% 89.31% 81.13%
Number of salaries quoted 53,644 25,395 43,808
10th Percentile £30,750 £28,500 £31,250
25th Percentile £41,250 £37,170 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £48,000 £50,000
% change year-on-year +14.58% -4.00% -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 10 August 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 10 August 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 -127 669 £48,373 -15.87% 684
UK excluding London -135 421 £41,750 -19.71% 439
London -118 260 £70,000 +7.69% 330
Work from Home -127 213 £55,000 -4.35% 226
North of England -16 159 £40,000 -21.57% 113
North West +10 111 £40,000 -20.00% 57
Midlands -58 84 £47,085 +4.63% 74
South East -91 76 £45,000 -10.00% 117
South West -113 52 £45,000 -10.00% 53
West Midlands -48 43 £40,000 -25.50% 46
East Midlands -38 41 £70,000 +62.79% 28
Yorkshire -32 39 £37,500 -30.23% 40
Wales -35 21 £66,000 +50.00% 9
East of England -54 18 £54,000 -10.59% 50
North East -59 9 £37,500 -16.67% 17
Scotland -78 8 £37,500 -46.43% 23
Northern Ireland -69 3 - - 8

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 38 (5.23%) Jupyter
2 24 (3.31%) Apache Spark
3 19 (2.62%) SharePoint
4 16 (2.20%) Apache Airflow
5 9 (1.24%) SAS
6 5 (0.69%) Apache
7 4 (0.55%) ArcGIS
8 2 (0.28%) IIS
8 2 (0.28%) WinCC
8 2 (0.28%) WordPress
9 1 (0.14%) Apache Superset
9 1 (0.14%) Confluence
9 1 (0.14%) GeoServer
Applications
1 109 (15.01%) Microsoft Excel
2 40 (5.51%) Chatbot
3 19 (2.62%) Microsoft Office
4 15 (2.07%) Microsoft PowerPoint
5 7 (0.96%) CATIA
6 5 (0.69%) Spreadsheet
7 4 (0.55%) Blender
7 4 (0.55%) Maya
8 2 (0.28%) Lightworks
8 2 (0.28%) Microsoft Project
8 2 (0.28%) MS Visio
8 2 (0.28%) Windchill
9 1 (0.14%) 3ds Max
9 1 (0.14%) CINEMA 4D
9 1 (0.14%) Photoshop
9 1 (0.14%) SPSS
Business Applications
1 19 (2.62%) SAP PM
2 5 (0.69%) 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%) Sparx Enterprise Architect
3 1 (0.14%) SystmOne
Cloud Services
1 351 (48.35%) Power Platform
2 159 (21.90%) Azure
3 155 (21.35%) AWS
4 67 (9.23%) GCP
5 52 (7.16%) dbt
6 42 (5.79%) Cloud Computing
7 37 (5.10%) Snowflake
8 30 (4.13%) Azure Data Factory
8 30 (4.13%) SaaS
9 29 (3.99%) Azure DevOps
10 27 (3.72%) Microsoft 365
11 25 (3.44%) Power Automate
12 24 (3.31%) PowerApps
13 23 (3.17%) Google Analytics
14 21 (2.89%) Microsoft Purview
15 16 (2.20%) Dynamics 365
16 14 (1.93%) Azure Machine Learning
17 13 (1.79%) GitHub
18 11 (1.52%) Dataform
19 8 (1.10%) Serverless
Communications & Networking
1 12 (1.65%) Broadband
2 6 (0.83%) 5G
2 6 (0.83%) Internet
2 6 (0.83%) Modbus
3 4 (0.55%) MQTT
4 3 (0.41%) Wireless
5 2 (0.28%) HTTP
5 2 (0.28%) LoRaWAN
5 2 (0.28%) Network Security
5 2 (0.28%) TCP/IP
5 2 (0.28%) VLAN
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
1 351 (48.35%) Power BI
2 183 (25.21%) Tableau
3 72 (9.92%) Data Warehouse
4 55 (7.58%) Looker
5 36 (4.96%) SQL Server
6 34 (4.68%) Power Query
7 26 (3.58%) SQL Server Integration Services
8 25 (3.44%) Metadata
9 24 (3.31%) Data Lake
10 22 (3.03%) BigQuery
10 22 (3.03%) SQL Server Reporting Services
11 21 (2.89%) Data Mining
12 20 (2.75%) Amazon QuickSight
13 17 (2.34%) Big Data
14 16 (2.20%) GIS
14 16 (2.20%) Relational Database
15 13 (1.79%) PostgreSQL
16 11 (1.52%) NoSQL
16 11 (1.52%) QlikView
17 9 (1.24%) Azure SQL Database
Development Applications
1 38 (5.23%) Visual Studio Code
2 29 (3.99%) Git
3 8 (1.10%) JIRA
4 7 (0.96%) Rational DOORS
5 6 (0.83%) Jenkins
6 4 (0.55%) Vite
7 3 (0.41%) GitLab
7 3 (0.41%) MLflow
7 3 (0.41%) Selenium
7 3 (0.41%) Visual Studio
8 1 (0.14%) CocoaPods
8 1 (0.14%) Cypress.io
8 1 (0.14%) ER Studio
8 1 (0.14%) ERwin
8 1 (0.14%) ESLint
8 1 (0.14%) fastlane
8 1 (0.14%) RStudio
8 1 (0.14%) Storybook
8 1 (0.14%) Xcode
8 1 (0.14%) Yeoman
General
1 310 (42.70%) Analytical Skills
2 297 (40.91%) Social Skills
3 252 (34.71%) Finance
4 100 (13.77%) Retail
5 83 (11.43%) Law
6 78 (10.74%) Inclusion and Diversity
7 77 (10.61%) Marketing
8 69 (9.50%) Manufacturing
9 48 (6.61%) Public Sector
10 46 (6.34%) Back Office
11 44 (6.06%) Military
12 39 (5.37%) Telecoms
13 29 (3.99%) Banking
14 27 (3.72%) Organisational Skills
15 18 (2.48%) Presentation Skills
16 16 (2.20%) Influencing Skills
17 14 (1.93%) Financial Institution
17 14 (1.93%) Legal
18 13 (1.79%) Documentation Skills
19 10 (1.38%) Advertising
Job Titles
1 177 (24.38%) Analyst
2 127 (17.49%) Senior
3 105 (14.46%) Data Analyst
4 72 (9.92%) Developer
5 58 (7.99%) Data Engineer
6 55 (7.58%) Lead
7 46 (6.34%) Data Scientist
8 40 (5.51%) Trainee
9 39 (5.37%) Consultant
10 37 (5.10%) Data Manager
11 35 (4.82%) Artificial Intelligence Programmer
11 35 (4.82%) Programmer
11 35 (4.82%) Trainee Programmer
12 33 (4.55%) Analytics Manager
13 30 (4.13%) Software Engineer
14 29 (3.99%) Senior Analyst
15 21 (2.89%) Performance Analyst
15 21 (2.89%) Power BI Analyst
15 21 (2.89%) Senior Data Analyst
16 20 (2.75%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 53 (7.30%) Pandas
2 52 (7.16%) scikit-learn
3 47 (6.47%) Matplotlib
4 46 (6.34%) Streamlit
5 44 (6.06%) NumPy
6 38 (5.23%) Hugging Face
7 30 (4.13%) React
8 25 (3.44%) .NET
9 22 (3.03%) Kafka
10 21 (2.89%) PySpark
11 14 (1.93%) CSS
11 14 (1.93%) HTML
11 14 (1.93%) PyTorch
12 11 (1.52%) jQuery
12 11 (1.52%) REST
13 10 (1.38%) Ajax
13 10 (1.38%) CSS3
13 10 (1.38%) HTML5
13 10 (1.38%) LESS
13 10 (1.38%) Sass
Miscellaneous
1 76 (10.47%) Algorithms
2 43 (5.92%) Management Information System
3 30 (4.13%) Product Ownership
4 29 (3.99%) Onboarding
5 24 (3.31%) Analytical Mindset
6 22 (3.03%) Data Structures
7 20 (2.75%) Cloud Native
8 15 (2.07%) Greenfield Project
9 14 (1.93%) Blog
9 14 (1.93%) Social Media
10 13 (1.79%) Self-Motivation
11 11 (1.52%) IoT
12 10 (1.38%) NHS
13 9 (1.24%) Data Protection Act
13 9 (1.24%) SCADA
14 8 (1.10%) AI Agents
14 8 (1.10%) Educational Technology
14 8 (1.10%) Legacy Systems
15 7 (0.96%) Clustering
15 7 (0.96%) Distributed Systems
Operating Systems
1 14 (1.93%) Linux
2 7 (0.96%) Unix
3 3 (0.41%) Windows
4 2 (0.28%) Apple iOS
4 2 (0.28%) Windows Server
5 1 (0.14%) Android
Processes & Methodologies
1 407 (56.06%) Data Visualisation
2 374 (51.52%) Business Intelligence
3 363 (50.00%) Analytics
4 249 (34.30%) Decision-Making
5 234 (32.23%) AI
6 201 (27.69%) Problem-Solving
7 191 (26.31%) Machine Learning
8 176 (24.24%) Data Analysis
9 168 (23.14%) Data Modelling
10 162 (22.31%) Data Science
11 153 (21.07%) Actionable Insight
12 138 (19.01%) Agile
13 135 (18.60%) Data Governance
14 106 (14.60%) Continuous Improvement
15 100 (13.77%) Data Engineering
16 94 (12.95%) Data Analytics
16 94 (12.95%) Data-Driven Decision Making
17 92 (12.67%) Dashboard Development
18 90 (12.40%) Data Pipeline
19 82 (11.29%) Data Management
Programming Languages
1 349 (48.07%) SQL
2 329 (45.32%) Python
3 54 (7.44%) JavaScript
4 47 (6.47%) R
5 46 (6.34%) C#
6 42 (5.79%) Data Analysis Expressions
7 34 (4.68%) TypeScript
8 22 (3.03%) C++
9 21 (2.89%) Java
10 15 (2.07%) Scala
11 13 (1.79%) T-SQL
12 12 (1.65%) VBA
13 7 (0.96%) C
13 7 (0.96%) MATLAB
14 6 (0.83%) Julia
14 6 (0.83%) Rust
15 4 (0.55%) Bash
15 4 (0.55%) Go
15 4 (0.55%) Kusto Query Language
15 4 (0.55%) VBScript
Qualifications
1 140 (19.28%) Degree
2 71 (9.78%) Security Cleared
3 42 (5.79%) SC Cleared
4 40 (5.51%) AWS Certification
5 38 (5.23%) AWS Certified Cloud Practitioner
6 17 (2.34%) DV Cleared
7 16 (2.20%) DBS Check
8 15 (2.07%) Computer Science Degree
9 14 (1.93%) BPSS Clearance
9 14 (1.93%) Master's Degree
10 13 (1.79%) Microsoft Certification
11 11 (1.52%) Numerate Degree
12 10 (1.38%) Azure Certification
13 9 (1.24%) Postgraduate
14 3 (0.41%) ACCA
14 3 (0.41%) CIMA
14 3 (0.41%) PhD
15 2 (0.28%) APMP
15 2 (0.28%) MBA
15 2 (0.28%) PMP
Quality Assurance & Compliance
1 164 (22.59%) Data Quality
2 51 (7.02%) GDPR
3 40 (5.51%) QA
4 21 (2.89%) Accessibility
5 15 (2.07%) California Consumer Privacy Act
6 9 (1.24%) Actionable Recommendations
7 7 (0.96%) ISO/IEC 15288
8 5 (0.69%) ISO/IEC 27001
8 5 (0.69%) NIST
8 5 (0.69%) PMO
9 4 (0.55%) NIST 800
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%) HIPAA
11 1 (0.14%) IEC 61131
11 1 (0.14%) PERC
11 1 (0.14%) SLA
System Software
1 22 (3.03%) Docker
2 5 (0.69%) Active Directory
3 4 (0.55%) VMware Infrastructure
4 1 (0.14%) Apache Flume
Systems Management
1 23 (3.17%) Kubernetes
2 22 (3.03%) Terraform
3 5 (0.69%) Grafana
4 4 (0.55%) Prometheus
4 4 (0.55%) SCCM
5 3 (0.41%) Ansible
5 3 (0.41%) Kubeflow
6 2 (0.28%) Microsoft Clustering
7 1 (0.14%) MOM
7 1 (0.14%) SysTrack
Vendors
1 155 (21.35%) Microsoft
2 54 (7.44%) Google
3 52 (7.16%) Databricks
4 29 (3.99%) SAP
5 18 (2.48%) Oracle
6 12 (1.65%) IBM
7 9 (1.24%) Salesforce
8 8 (1.10%) MicroStrategy
8 8 (1.10%) SYSPRO
9 7 (0.96%) Informatica
10 5 (0.69%) Alteryx
10 5 (0.69%) Cognos
10 5 (0.69%) Hotjar
11 4 (0.55%) Adobe
11 4 (0.55%) Snow
11 4 (0.55%) VMware
12 3 (0.41%) Cognizant
12 3 (0.41%) JD Edwards
12 3 (0.41%) Siemens
12 3 (0.41%) Talend