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

6 months to
22 May 2026
Same period 2025 Same period 2024
Rank 244 127 89
Rank change year-on-year -117 -38 +43
Permanent jobs citing Visualisation 729 1,121 2,834
As % of all permanent jobs in the UK 0.79% 2.61% 2.91%
As % of the Processes & Methodologies category 1.07% 2.80% 3.44%
Number of salaries quoted 502 601 1,320
10th Percentile £32,625 £33,750 £35,000
25th Percentile £36,250 £45,000 £42,500
Median annual salary (50th Percentile) £52,500 £58,000 £55,000
Median % change year-on-year -9.48% +5.45% -8.33%
75th Percentile £72,500 £80,000 £71,250
90th Percentile £95,000 £102,410 £85,000
UK excluding London median annual salary £42,500 £53,688 £50,000
% change year-on-year -20.84% +7.38% -

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 68,138 40,050 82,452
As % of all permanent jobs advertised in the UK 73.73% 93.30% 84.76%
Number of salaries quoted 44,115 21,094 59,611
10th Percentile £30,000 £30,000 £29,000
25th Percentile £40,795 £41,250 £40,000
Median annual salary (50th Percentile) £60,000 £59,648 £55,000
Median % change year-on-year +0.59% +8.45% -9.84%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £101,250 £92,500
UK excluding London median annual salary £52,500 £52,000 £50,000
% change year-on-year +0.96% +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 22 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 22 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 -100 678 £52,500 -12.50% 434
UK excluding London -87 428 £42,500 -20.84% 334
London -96 261 £71,250 +1.79% 185
Work from Home -87 228 £60,000 +9.09% 155
North of England -38 149 £37,500 -26.47% 84
South East -36 101 £52,500 -8.70% 84
North West +1 97 £40,000 -17.10% 42
Midlands -56 85 £40,000 -27.27% 50
West Midlands -35 56 £40,000 -27.27% 30
Yorkshire -49 45 £37,500 -28.57% 29
South West -109 43 £45,000 +5.88% 51
East Midlands -50 29 £37,500 -16.67% 20
East of England -26 27 £57,500 -24.59% 22
Scotland -62 15 £49,000 -4.39% 21
North East -39 7 £37,500 -42.31% 16
Wales -32 5 £66,000 - 13
Northern Ireland -40 3 - - 11

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 (7.41%) Jupyter
2 40 (5.49%) Apache Airflow
3 31 (4.25%) Apache Spark
4 28 (3.84%) SharePoint
5 21 (2.88%) Apache
6 12 (1.65%) SAS
7 6 (0.82%) IIS
8 4 (0.55%) Confluence
9 3 (0.41%) Apache Superset
9 3 (0.41%) WordPress
10 2 (0.27%) ArcGIS
11 1 (0.14%) Apache Synapse
11 1 (0.14%) CMS
11 1 (0.14%) GeoServer
Applications
1 124 (17.01%) Microsoft Excel
2 54 (7.41%) Chatbot
3 29 (3.98%) Microsoft Office
4 23 (3.16%) Microsoft PowerPoint
5 10 (1.37%) CATIA
6 6 (0.82%) Spreadsheet
7 4 (0.55%) Blender
7 4 (0.55%) Maya
7 4 (0.55%) MS Visio
8 3 (0.41%) 3ds Max
8 3 (0.41%) CINEMA 4D
9 1 (0.14%) Adobe Premiere
9 1 (0.14%) Fusion 360
9 1 (0.14%) Siemens NX
9 1 (0.14%) SOLIDWORKS
Business Applications
1 15 (2.06%) SAP PM
2 9 (1.23%) SAP CO
3 6 (0.82%) Dynamics CRM
4 4 (0.55%) IBM Planning Analytics
5 2 (0.27%) Salesforce CRM
6 1 (0.14%) Dynamics GP
6 1 (0.14%) Maximo
6 1 (0.14%) SAP S/4HANA
Cloud Services
1 347 (47.60%) Power Platform
2 168 (23.05%) Azure
3 154 (21.12%) AWS
4 61 (8.37%) Cloud Computing
5 50 (6.86%) GCP
6 43 (5.90%) Azure Data Factory
7 38 (5.21%) dbt
7 38 (5.21%) Snowflake
8 36 (4.94%) Microsoft 365
8 36 (4.94%) PowerApps
9 32 (4.39%) Power Automate
10 30 (4.12%) SaaS
11 24 (3.29%) Azure DevOps
12 18 (2.47%) Amazon S3
13 16 (2.19%) Microsoft Purview
14 15 (2.06%) Azure Synapse Analytics
14 15 (2.06%) Dynamics 365
15 13 (1.78%) Amazon Kinesis
16 12 (1.65%) Azure Machine Learning
16 12 (1.65%) Google Analytics
Communications & Networking
1 14 (1.92%) Broadband
2 7 (0.96%) Modbus
3 6 (0.82%) 5G
4 5 (0.69%) MQTT
5 2 (0.27%) LoRaWAN
5 2 (0.27%) Network Security
5 2 (0.27%) Wireless
6 1 (0.14%) AMQP
6 1 (0.14%) Internet
6 1 (0.14%) Intranet
6 1 (0.14%) VoIP
Database & Business Intelligence
1 347 (47.60%) Power BI
2 152 (20.85%) Tableau
3 65 (8.92%) Data Warehouse
4 44 (6.04%) SQL Server
5 29 (3.98%) Amazon Redshift
6 27 (3.70%) BigQuery
6 27 (3.70%) Looker
7 26 (3.57%) Metadata
8 23 (3.16%) Big Data
9 22 (3.02%) Data Lake
10 20 (2.74%) SQL Server Integration Services
11 18 (2.47%) NoSQL
12 16 (2.19%) Data Mining
12 16 (2.19%) Relational Database
13 15 (2.06%) Amazon QuickSight
14 14 (1.92%) GIS
14 14 (1.92%) Power Query
14 14 (1.92%) SQL Server Reporting Services
15 12 (1.65%) Hadoop
16 11 (1.51%) Azure SQL Database
Development Applications
1 54 (7.41%) Visual Studio Code
2 45 (6.17%) Git
3 11 (1.51%) JIRA
4 10 (1.37%) Rational DOORS
5 7 (0.96%) Jenkins
6 5 (0.69%) GitLab
7 4 (0.55%) Visual Studio
7 4 (0.55%) Vite
8 3 (0.41%) Selenium
9 2 (0.27%) ESLint
9 2 (0.27%) MLflow
9 2 (0.27%) Storybook
10 1 (0.14%) CocoaPods
10 1 (0.14%) Cypress.io
10 1 (0.14%) fastlane
10 1 (0.14%) LabVIEW
10 1 (0.14%) RStudio
10 1 (0.14%) Subversion
10 1 (0.14%) Xcode
10 1 (0.14%) Yeoman
General
1 266 (36.49%) Analytical Skills
2 263 (36.08%) Social Skills
3 217 (29.77%) Finance
4 104 (14.27%) Retail
5 88 (12.07%) Manufacturing
6 84 (11.52%) Inclusion and Diversity
7 70 (9.60%) Law
8 50 (6.86%) Public Sector
9 47 (6.45%) Marketing
10 32 (4.39%) Banking
11 29 (3.98%) Telecoms
12 26 (3.57%) Pharmaceutical
13 25 (3.43%) Legal
13 25 (3.43%) Military
14 21 (2.88%) Back Office
15 20 (2.74%) Organisational Skills
16 18 (2.47%) Front Office
17 15 (2.06%) Documentation Skills
18 14 (1.92%) Influencing Skills
19 10 (1.37%) Financial Institution
Job Titles
1 148 (20.30%) Analyst
2 104 (14.27%) Developer
3 102 (13.99%) Senior
4 83 (11.39%) Data Analyst
5 61 (8.37%) Data Engineer
6 56 (7.68%) Trainee
7 52 (7.13%) Data Scientist
8 51 (7.00%) Artificial Intelligence Programmer
8 51 (7.00%) Programmer
8 51 (7.00%) Trainee Programmer
9 47 (6.45%) Lead
10 39 (5.35%) Data Manager
11 36 (4.94%) Consultant
12 33 (4.53%) Business Intelligence Developer
13 29 (3.98%) Junior
14 27 (3.70%) Architect
15 26 (3.57%) Business Intelligence Analyst
15 26 (3.57%) Power BI Analyst
16 25 (3.43%) React Developer
17 22 (3.02%) Power BI Developer
Libraries, Frameworks & Software Standards
1 67 (9.19%) Pandas
2 66 (9.05%) scikit-learn
3 64 (8.78%) Matplotlib
4 60 (8.23%) Streamlit
5 58 (7.96%) NumPy
6 54 (7.41%) Hugging Face
7 41 (5.62%) React
8 32 (4.39%) Kafka
9 27 (3.70%) .NET
10 24 (3.29%) CSS
10 24 (3.29%) PySpark
11 23 (3.16%) HTML
12 21 (2.88%) WebSockets
13 14 (1.92%) PyTorch
14 13 (1.78%) CSS3
14 13 (1.78%) HTML5
14 13 (1.78%) HTML5 Canvas
15 12 (1.65%) Ajax
15 12 (1.65%) LESS
15 12 (1.65%) Sass
Miscellaneous
1 96 (13.17%) Algorithms
2 40 (5.49%) Management Information System
3 26 (3.57%) Self-Motivation
4 25 (3.43%) Analytical Mindset
5 24 (3.29%) Product Ownership
6 21 (2.88%) Data Structures
7 19 (2.61%) Cloud Native
8 15 (2.06%) Fixed Income
9 14 (1.92%) Blog
9 14 (1.92%) Onboarding
10 12 (1.65%) Legacy Systems
11 11 (1.51%) Social Media
12 10 (1.37%) IoT
12 10 (1.37%) SCADA
13 9 (1.23%) Clustering
13 9 (1.23%) NHS
14 8 (1.10%) Augmented Reality
14 8 (1.10%) Distributed Systems
15 7 (0.96%) Foreign Exchange (FX)
16 6 (0.82%) Legacy Applications
Operating Systems
1 8 (1.10%) Linux
2 6 (0.82%) Apple iOS
2 6 (0.82%) Unix
3 5 (0.69%) Android
4 1 (0.14%) Windows
4 1 (0.14%) Windows Server
Processes & Methodologies
1 402 (55.14%) Data Visualisation
2 343 (47.05%) Business Intelligence
3 339 (46.50%) Analytics
4 219 (30.04%) AI
5 216 (29.63%) Decision-Making
6 192 (26.34%) Machine Learning
7 187 (25.65%) Problem-Solving
8 168 (23.05%) Data Analysis
9 163 (22.36%) Data Modelling
10 144 (19.75%) Data Science
11 128 (17.56%) Data Governance
12 113 (15.50%) ETL
13 109 (14.95%) Agile
14 104 (14.27%) Actionable Insight
15 95 (13.03%) Continuous Improvement
16 93 (12.76%) Data Management
17 91 (12.48%) Data Analytics
18 87 (11.93%) Data Engineering
19 85 (11.66%) Workflow
20 77 (10.56%) Data Pipeline
Programming Languages
1 337 (46.23%) Python
2 316 (43.35%) SQL
3 68 (9.33%) JavaScript
4 57 (7.82%) R
5 43 (5.90%) Data Analysis Expressions
6 38 (5.21%) C#
7 33 (4.53%) Java
7 33 (4.53%) TypeScript
8 32 (4.39%) VBA
9 18 (2.47%) C++
9 18 (2.47%) Scala
10 13 (1.78%) Bash
11 11 (1.51%) T-SQL
12 10 (1.37%) C
12 10 (1.37%) MATLAB
13 6 (0.82%) Julia
13 6 (0.82%) Rust
14 5 (0.69%) VB
14 5 (0.69%) VBScript
15 4 (0.55%) ANSI SQL
Qualifications
1 148 (20.30%) Degree
2 60 (8.23%) AWS Certification
3 59 (8.09%) Security Cleared
4 54 (7.41%) AWS Certified Cloud Practitioner
5 41 (5.62%) SC Cleared
6 27 (3.70%) Master's Degree
7 19 (2.61%) DBS Check
8 18 (2.47%) Computer Science Degree
9 16 (2.19%) Microsoft Certification
10 15 (2.06%) DV Cleared
11 13 (1.78%) MBA
12 12 (1.65%) Azure Certification
13 11 (1.51%) BPSS Clearance
14 9 (1.23%) Postgraduate
15 8 (1.10%) APMP
15 8 (1.10%) PhD
16 5 (0.69%) AWS Certified Solutions Architect
17 3 (0.41%) ACCA
17 3 (0.41%) CIMA
17 3 (0.41%) Numerate Degree
Quality Assurance & Compliance
1 145 (19.89%) Data Quality
2 43 (5.90%) GDPR
3 30 (4.12%) QA
4 18 (2.47%) Accessibility
5 10 (1.37%) Actionable Recommendations
5 10 (1.37%) California Consumer Privacy Act
5 10 (1.37%) Good Clinical Practice
5 10 (1.37%) ISO/IEC 15288
6 5 (0.69%) ISO/IEC 27001
6 5 (0.69%) NIST
7 4 (0.55%) NIST 800
7 4 (0.55%) PMO
8 2 (0.27%) ISO 19650
9 1 (0.14%) PERC
9 1 (0.14%) SLA
System Software
1 18 (2.47%) Docker
2 5 (0.69%) Active Directory
2 5 (0.69%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 20 (2.74%) Terraform
2 16 (2.19%) Kubernetes
3 7 (0.96%) Grafana
3 7 (0.96%) Prometheus
4 5 (0.69%) SCCM
5 3 (0.41%) MOM
6 2 (0.27%) Ansible
6 2 (0.27%) Kubeflow
7 1 (0.14%) Microsoft Clustering
7 1 (0.14%) SysTrack
Vendors
1 185 (25.38%) Microsoft
2 43 (5.90%) Databricks
3 39 (5.35%) SAP
4 36 (4.94%) Google
5 19 (2.61%) IBM
5 19 (2.61%) Oracle
6 9 (1.23%) Adobe
6 9 (1.23%) Alteryx
6 9 (1.23%) Cognos
7 8 (1.10%) MicroStrategy
8 7 (0.96%) Salesforce
9 6 (0.82%) Informatica
10 5 (0.69%) BT
10 5 (0.69%) Snow
10 5 (0.69%) VMware
11 4 (0.55%) Anaplan
11 4 (0.55%) JD Edwards
11 4 (0.55%) Mapbox
11 4 (0.55%) OpenAI
11 4 (0.55%) Talend