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

6 months to
15 May 2026
Same period 2025 Same period 2024
Rank 240 119 89
Rank change year-on-year -121 -30 +43
Permanent jobs citing Visualisation 723 1,122 2,832
As % of all permanent jobs in the UK 0.80% 2.58% 2.94%
As % of the Processes & Methodologies category 1.08% 2.76% 3.45%
Number of salaries quoted 500 632 1,331
10th Percentile £33,750 £34,755 £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 £72,813 £80,000 £70,750
90th Percentile £95,125 £102,500 £85,000
UK excluding London median annual salary £44,000 £53,000 £50,000
% change year-on-year -16.98% +6.00% -

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 67,106 40,605 82,127
As % of all permanent jobs advertised in the UK 73.79% 93.31% 85.17%
Number of salaries quoted 43,167 22,159 59,545
10th Percentile £30,000 £30,000 £29,000
25th Percentile £40,000 £41,250 £40,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -10.10%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £101,250 £92,500
UK excluding London median annual salary £52,500 £52,500 £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 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 15 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 -96 671 £52,500 -12.50% 448
UK excluding London -85 425 £44,000 -16.98% 334
London -97 260 £71,250 +1.79% 192
Work from Home -92 230 £60,000 +9.09% 161
North of England -40 144 £37,500 -26.47% 92
South East -29 103 £52,000 -3.26% 85
North West -1 92 £40,000 -20.79% 46
Midlands -57 85 £42,500 -22.73% 52
West Midlands -43 57 £42,500 -22.73% 24
Yorkshire -61 46 £37,500 -25.00% 32
South West -107 39 £45,000 - 45
East of England -20 30 £54,500 -21.01% 26
East Midlands -36 28 £41,445 -7.90% 28
Scotland -45 16 £49,000 -2.00% 23
North East -41 6 £37,500 -42.31% 16
Wales -26 5 £66,000 +32.00% 11
Northern Ireland -39 3 - - 2

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 (7.47%) Jupyter
2 41 (5.67%) Apache Airflow
3 30 (4.15%) Apache Spark
3 30 (4.15%) SharePoint
4 21 (2.90%) Apache
5 12 (1.66%) SAS
6 5 (0.69%) IIS
7 4 (0.55%) Confluence
7 4 (0.55%) WordPress
8 3 (0.41%) Apache Superset
9 2 (0.28%) ArcGIS
10 1 (0.14%) Apache Synapse
10 1 (0.14%) CMS
10 1 (0.14%) GeoServer
Applications
1 123 (17.01%) Microsoft Excel
2 54 (7.47%) Chatbot
3 29 (4.01%) Microsoft Office
4 23 (3.18%) Microsoft PowerPoint
5 10 (1.38%) CATIA
6 6 (0.83%) Spreadsheet
7 4 (0.55%) MS Visio
8 3 (0.41%) 3ds Max
8 3 (0.41%) Blender
8 3 (0.41%) CINEMA 4D
8 3 (0.41%) Maya
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 (2.07%) SAP PM
2 9 (1.24%) SAP CO
3 6 (0.83%) Dynamics CRM
4 4 (0.55%) IBM Planning Analytics
5 2 (0.28%) Salesforce CRM
6 1 (0.14%) Maximo
6 1 (0.14%) SAP S/4HANA
6 1 (0.14%) Temenos T24
Cloud Services
1 339 (46.89%) Power Platform
2 165 (22.82%) Azure
3 151 (20.89%) AWS
4 60 (8.30%) Cloud Computing
5 51 (7.05%) GCP
6 43 (5.95%) Azure Data Factory
7 40 (5.53%) dbt
7 40 (5.53%) Snowflake
8 38 (5.26%) Microsoft 365
9 36 (4.98%) PowerApps
10 34 (4.70%) Power Automate
11 28 (3.87%) SaaS
12 21 (2.90%) Azure DevOps
13 18 (2.49%) Amazon S3
14 15 (2.07%) Dynamics 365
14 15 (2.07%) Google Analytics
15 14 (1.94%) Azure Synapse Analytics
16 13 (1.80%) Amazon Kinesis
17 12 (1.66%) Azure Machine Learning
17 12 (1.66%) Microsoft Purview
Communications & Networking
1 13 (1.80%) Broadband
2 8 (1.11%) Modbus
3 6 (0.83%) 5G
3 6 (0.83%) 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%) Internet
5 1 (0.14%) Intranet
Database & Business Intelligence
1 339 (46.89%) Power BI
2 146 (20.19%) Tableau
3 63 (8.71%) Data Warehouse
4 44 (6.09%) SQL Server
5 30 (4.15%) Amazon Redshift
6 27 (3.73%) BigQuery
7 26 (3.60%) Looker
8 24 (3.32%) Metadata
9 21 (2.90%) Big Data
10 20 (2.77%) Data Lake
10 20 (2.77%) SQL Server Integration Services
11 17 (2.35%) Data Mining
12 16 (2.21%) NoSQL
13 15 (2.07%) Amazon QuickSight
14 14 (1.94%) GIS
14 14 (1.94%) Relational Database
14 14 (1.94%) SQL Server Reporting Services
15 13 (1.80%) Hadoop
15 13 (1.80%) Power Query
16 10 (1.38%) Spotfire
Development Applications
1 54 (7.47%) Visual Studio Code
2 44 (6.09%) Git
3 11 (1.52%) JIRA
4 10 (1.38%) Rational DOORS
5 5 (0.69%) Jenkins
6 4 (0.55%) GitLab
6 4 (0.55%) Vite
7 3 (0.41%) Selenium
7 3 (0.41%) Visual Studio
8 2 (0.28%) ESLint
8 2 (0.28%) MLflow
8 2 (0.28%) Storybook
9 1 (0.14%) Cypress.io
9 1 (0.14%) LabVIEW
9 1 (0.14%) RStudio
9 1 (0.14%) Subversion
9 1 (0.14%) Yeoman
General
1 264 (36.51%) Analytical Skills
1 264 (36.51%) Social Skills
2 214 (29.60%) Finance
3 101 (13.97%) Retail
4 88 (12.17%) Manufacturing
5 85 (11.76%) Inclusion and Diversity
6 71 (9.82%) Law
7 52 (7.19%) Marketing
8 50 (6.92%) Public Sector
9 34 (4.70%) Banking
10 29 (4.01%) Telecoms
11 27 (3.73%) Legal
12 26 (3.60%) Pharmaceutical
13 25 (3.46%) Military
14 23 (3.18%) Back Office
15 19 (2.63%) Organisational Skills
16 18 (2.49%) Front Office
17 17 (2.35%) Documentation Skills
18 13 (1.80%) Influencing Skills
19 10 (1.38%) Automotive
Job Titles
1 144 (19.92%) Analyst
2 104 (14.38%) Developer
3 103 (14.25%) Senior
4 79 (10.93%) Data Analyst
5 59 (8.16%) Data Engineer
6 56 (7.75%) Trainee
7 52 (7.19%) Data Scientist
8 51 (7.05%) Artificial Intelligence Programmer
8 51 (7.05%) Programmer
8 51 (7.05%) Trainee Programmer
9 46 (6.36%) Lead
10 38 (5.26%) Data Manager
11 35 (4.84%) Consultant
12 34 (4.70%) Business Intelligence Developer
13 28 (3.87%) Junior
14 26 (3.60%) Architect
15 25 (3.46%) React Developer
16 24 (3.32%) Business Intelligence Analyst
16 24 (3.32%) Power BI Analyst
17 22 (3.04%) Power BI Developer
Libraries, Frameworks & Software Standards
1 67 (9.27%) Pandas
2 66 (9.13%) scikit-learn
3 64 (8.85%) Matplotlib
4 61 (8.44%) Streamlit
5 58 (8.02%) NumPy
6 54 (7.47%) Hugging Face
7 40 (5.53%) React
8 30 (4.15%) Kafka
9 24 (3.32%) .NET
10 23 (3.18%) CSS
10 23 (3.18%) PySpark
11 22 (3.04%) HTML
12 21 (2.90%) WebSockets
13 14 (1.94%) HTML5 Canvas
13 14 (1.94%) PyTorch
14 12 (1.66%) CSS3
14 12 (1.66%) HTML5
15 11 (1.52%) Ajax
15 11 (1.52%) jQuery
15 11 (1.52%) Sass
Miscellaneous
1 93 (12.86%) Algorithms
2 38 (5.26%) Management Information System
3 28 (3.87%) Self-Motivation
4 25 (3.46%) Analytical Mindset
5 24 (3.32%) Product Ownership
6 21 (2.90%) Cloud Native
7 20 (2.77%) Data Structures
8 17 (2.35%) Blog
9 16 (2.21%) Fixed Income
10 13 (1.80%) Onboarding
11 12 (1.66%) Legacy Systems
12 11 (1.52%) IoT
12 11 (1.52%) SCADA
12 11 (1.52%) Social Media
13 9 (1.24%) Clustering
14 8 (1.11%) Distributed Systems
14 8 (1.11%) NHS
15 7 (0.97%) Augmented Reality
15 7 (0.97%) Foreign Exchange (FX)
16 6 (0.83%) Legacy Applications
Operating Systems
1 8 (1.11%) Linux
2 6 (0.83%) Unix
3 4 (0.55%) Android
3 4 (0.55%) Apple iOS
Processes & Methodologies
1 398 (55.05%) Data Visualisation
2 337 (46.61%) Business Intelligence
3 336 (46.47%) Analytics
4 219 (30.29%) AI
5 211 (29.18%) Decision-Making
6 189 (26.14%) Machine Learning
7 184 (25.45%) Problem-Solving
8 168 (23.24%) Data Analysis
9 160 (22.13%) Data Modelling
10 142 (19.64%) Data Science
11 125 (17.29%) Data Governance
12 116 (16.04%) ETL
13 107 (14.80%) Agile
14 104 (14.38%) Actionable Insight
15 98 (13.55%) Continuous Improvement
16 97 (13.42%) Data Management
17 91 (12.59%) Data Analytics
18 86 (11.89%) Data Engineering
19 85 (11.76%) Workflow
20 76 (10.51%) Data Pipeline
Programming Languages
1 331 (45.78%) Python
2 308 (42.60%) SQL
3 66 (9.13%) JavaScript
4 58 (8.02%) R
5 41 (5.67%) Data Analysis Expressions
6 36 (4.98%) C#
7 33 (4.56%) Java
8 32 (4.43%) VBA
9 30 (4.15%) TypeScript
10 17 (2.35%) C++
10 17 (2.35%) Scala
11 13 (1.80%) Bash
12 11 (1.52%) T-SQL
13 10 (1.38%) C
13 10 (1.38%) MATLAB
14 6 (0.83%) Julia
14 6 (0.83%) Rust
15 5 (0.69%) VB
15 5 (0.69%) VBScript
16 4 (0.55%) ANSI SQL
Qualifications
1 152 (21.02%) Degree
2 60 (8.30%) AWS Certification
3 56 (7.75%) Security Cleared
4 54 (7.47%) AWS Certified Cloud Practitioner
5 38 (5.26%) SC Cleared
6 26 (3.60%) Master's Degree
7 20 (2.77%) Computer Science Degree
8 19 (2.63%) DBS Check
9 16 (2.21%) Microsoft Certification
10 15 (2.07%) DV Cleared
11 13 (1.80%) MBA
12 11 (1.52%) BPSS Clearance
13 10 (1.38%) Azure Certification
14 9 (1.24%) Postgraduate
15 8 (1.11%) APMP
16 7 (0.97%) PhD
17 5 (0.69%) AWS Certified Solutions Architect
18 3 (0.41%) ACCA
18 3 (0.41%) CIMA
19 2 (0.28%) Chartered Engineer
Quality Assurance & Compliance
1 141 (19.50%) Data Quality
2 40 (5.53%) GDPR
3 28 (3.87%) QA
4 17 (2.35%) Accessibility
5 11 (1.52%) Actionable Recommendations
6 10 (1.38%) Good Clinical Practice
6 10 (1.38%) ISO/IEC 15288
7 8 (1.11%) California Consumer Privacy Act
8 6 (0.83%) PMO
9 5 (0.69%) ISO/IEC 27001
9 5 (0.69%) NIST
10 4 (0.55%) NIST 800
11 2 (0.28%) ISO 19650
12 1 (0.14%) SLA
System Software
1 16 (2.21%) Docker
2 5 (0.69%) Active Directory
2 5 (0.69%) VMware Infrastructure
3 1 (0.14%) Apache Flume
Systems Management
1 19 (2.63%) Terraform
2 14 (1.94%) Kubernetes
3 7 (0.97%) Grafana
3 7 (0.97%) Prometheus
4 5 (0.69%) SCCM
5 2 (0.28%) Ansible
5 2 (0.28%) Kubeflow
5 2 (0.28%) MOM
6 1 (0.14%) Argo
6 1 (0.14%) SysTrack
Vendors
1 183 (25.31%) Microsoft
2 41 (5.67%) Databricks
3 40 (5.53%) SAP
4 39 (5.39%) Google
5 19 (2.63%) IBM
5 19 (2.63%) Oracle
6 9 (1.24%) Adobe
6 9 (1.24%) Alteryx
7 8 (1.11%) Cognos
7 8 (1.11%) Salesforce
8 7 (0.97%) Informatica
8 7 (0.97%) MicroStrategy
9 5 (0.69%) BT
9 5 (0.69%) Mapbox
9 5 (0.69%) Snow
9 5 (0.69%) VMware
10 4 (0.55%) Anaplan
10 4 (0.55%) JD Edwards
10 4 (0.55%) OpenAI
10 4 (0.55%) Talend