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

6 months to
7 May 2026
Same period 2025 Same period 2024
Rank 239 116 89
Rank change year-on-year -123 -27 +42
Permanent jobs citing Visualisation 731 1,155 2,814
As % of all permanent jobs in the UK 0.80% 2.64% 2.93%
As % of the Processes & Methodologies category 1.07% 2.84% 3.42%
Number of salaries quoted 515 652 1,354
10th Percentile £33,750 £34,780 £35,300
25th Percentile £37,125 £45,000 £42,500
Median annual salary (50th Percentile) £55,000 £58,000 £55,000
Median % change year-on-year -5.17% +5.45% -8.33%
75th Percentile £73,125 £81,563 £71,250
90th Percentile £95,000 £106,125 £84,100
UK excluding London median annual salary £45,000 £52,500 £50,000
% change year-on-year -14.29% +5.00% -

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 68,096 40,631 82,220
As % of all permanent jobs advertised in the UK 74.48% 93.01% 85.54%
Number of salaries quoted 42,564 22,679 59,766
10th Percentile £30,000 £30,580 £29,000
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £59,773 £60,000 £55,000
Median % change year-on-year -0.38% +9.09% -10.57%
75th Percentile £78,750 £80,000 £72,500
90th Percentile £100,000 £102,500 £92,500
UK excluding London median annual salary £52,000 £52,500 £50,000
% change year-on-year -0.95% +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 7 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 7 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 -105 677 £55,000 -8.33% 427
UK excluding London -97 431 £45,000 -14.29% 320
London -98 262 £70,000 - 175
Work from Home -104 230 £60,000 +9.09% 194
North of England -62 144 £40,000 -20.79% 80
South East -19 108 £53,750 +2.38% 99
North West -15 90 £40,000 -20.00% 47
Midlands -55 85 £42,500 -22.73% 53
West Midlands -39 56 £42,500 -22.73% 32
Yorkshire -64 47 £37,500 -25.00% 19
South West -107 37 £46,250 +2.78% 39
East of England -18 32 £56,250 -13.46% 24
East Midlands -49 29 £45,390 -2.91% 21
Scotland -56 18 £49,000 +0.51% 17
North East -32 7 £37,500 -42.31% 14
Wales -23 4 £52,250 +4.50% 8
Northern Ireland -41 3 - - 3

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 (7.39%) Jupyter
2 41 (5.61%) Apache Airflow
3 32 (4.38%) SharePoint
4 31 (4.24%) Apache Spark
5 20 (2.74%) Apache
6 7 (0.96%) SAS
7 5 (0.68%) IIS
7 5 (0.68%) WordPress
8 4 (0.55%) Confluence
9 3 (0.41%) Apache Superset
10 2 (0.27%) ArcGIS
11 1 (0.14%) Apache Synapse
11 1 (0.14%) CMS
11 1 (0.14%) GeoServer
11 1 (0.14%) Microsoft Exchange
Applications
1 129 (17.65%) Microsoft Excel
2 54 (7.39%) Chatbot
3 29 (3.97%) Microsoft Office
4 23 (3.15%) Microsoft PowerPoint
5 10 (1.37%) CATIA
6 6 (0.82%) 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 (2.05%) SAP PM
2 9 (1.23%) SAP CO
3 5 (0.68%) Dynamics CRM
4 4 (0.55%) IBM Planning Analytics
5 2 (0.27%) Salesforce CRM
6 1 (0.14%) Maximo
6 1 (0.14%) SAP S/4HANA
6 1 (0.14%) Temenos T24
Cloud Services
1 343 (46.92%) Power Platform
2 170 (23.26%) Azure
3 151 (20.66%) AWS
4 60 (8.21%) Cloud Computing
5 50 (6.84%) GCP
6 48 (6.57%) Azure Data Factory
7 40 (5.47%) Microsoft 365
7 40 (5.47%) Snowflake
8 38 (5.20%) dbt
9 37 (5.06%) Power Automate
9 37 (5.06%) PowerApps
10 23 (3.15%) Azure DevOps
11 19 (2.60%) Amazon S3
11 19 (2.60%) SaaS
12 16 (2.19%) Azure Synapse Analytics
12 16 (2.19%) Dynamics 365
12 16 (2.19%) Google Analytics
13 14 (1.92%) GitHub
14 13 (1.78%) Amazon Kinesis
15 12 (1.64%) Serverless
Communications & Networking
1 8 (1.09%) Broadband
1 8 (1.09%) Modbus
2 6 (0.82%) MQTT
3 2 (0.27%) LoRaWAN
3 2 (0.27%) Network Security
3 2 (0.27%) Wireless
4 1 (0.14%) 5G
4 1 (0.14%) AMQP
4 1 (0.14%) Firewall
4 1 (0.14%) Internet
Database & Business Intelligence
1 343 (46.92%) Power BI
2 143 (19.56%) Tableau
3 65 (8.89%) Data Warehouse
4 41 (5.61%) SQL Server
5 31 (4.24%) Amazon Redshift
6 25 (3.42%) BigQuery
7 24 (3.28%) Metadata
8 22 (3.01%) Big Data
8 22 (3.01%) Looker
9 21 (2.87%) Data Lake
10 20 (2.74%) SQL Server Integration Services
11 17 (2.33%) NoSQL
12 16 (2.19%) Data Mining
12 16 (2.19%) Relational Database
13 14 (1.92%) Amazon QuickSight
13 14 (1.92%) GIS
14 13 (1.78%) BusinessObjects
14 13 (1.78%) PostgreSQL
14 13 (1.78%) Power Query
14 13 (1.78%) SQL Server Reporting Services
Development Applications
1 54 (7.39%) Visual Studio Code
2 47 (6.43%) Git
3 12 (1.64%) JIRA
4 10 (1.37%) Rational DOORS
5 6 (0.82%) Jenkins
6 4 (0.55%) GitLab
6 4 (0.55%) Vite
7 3 (0.41%) MLflow
7 3 (0.41%) Selenium
7 3 (0.41%) Visual Studio
8 2 (0.27%) ESLint
8 2 (0.27%) 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
1 263 (35.98%) Social Skills
2 260 (35.57%) Analytical Skills
3 217 (29.69%) Finance
4 94 (12.86%) Retail
5 86 (11.76%) Manufacturing
6 82 (11.22%) Inclusion and Diversity
7 66 (9.03%) Law
8 58 (7.93%) Marketing
9 51 (6.98%) Public Sector
10 30 (4.10%) Banking
11 28 (3.83%) Telecoms
12 27 (3.69%) Legal
13 26 (3.56%) Pharmaceutical
14 25 (3.42%) Military
15 23 (3.15%) Back Office
16 21 (2.87%) Front Office
17 20 (2.74%) Organisational Skills
18 14 (1.92%) Documentation Skills
19 13 (1.78%) Influencing Skills
20 10 (1.37%) Automotive
Job Titles
1 143 (19.56%) Analyst
2 107 (14.64%) Developer
3 106 (14.50%) Senior
4 80 (10.94%) Data Analyst
5 63 (8.62%) Data Engineer
6 56 (7.66%) Trainee
7 55 (7.52%) Data Scientist
8 51 (6.98%) Artificial Intelligence Programmer
8 51 (6.98%) Programmer
8 51 (6.98%) Trainee Programmer
9 46 (6.29%) Lead
10 37 (5.06%) Consultant
11 35 (4.79%) Data Manager
12 34 (4.65%) Business Intelligence Developer
13 27 (3.69%) Junior
13 27 (3.69%) React Developer
14 26 (3.56%) Architect
15 22 (3.01%) Business Intelligence Analyst
15 22 (3.01%) Power BI Analyst
15 22 (3.01%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 68 (9.30%) Pandas
2 66 (9.03%) scikit-learn
3 64 (8.76%) Matplotlib
4 58 (7.93%) NumPy
5 57 (7.80%) Streamlit
6 54 (7.39%) Hugging Face
7 46 (6.29%) React
8 32 (4.38%) Kafka
9 26 (3.56%) PySpark
10 23 (3.15%) CSS
10 23 (3.15%) WebSockets
11 22 (3.01%) HTML
12 20 (2.74%) .NET
13 15 (2.05%) HTML5 Canvas
14 14 (1.92%) PyTorch
15 11 (1.50%) REST
16 10 (1.37%) CSS3
16 10 (1.37%) Highcharts JS
16 10 (1.37%) HTML5
16 10 (1.37%) Seaborn
Miscellaneous
1 90 (12.31%) Algorithms
2 39 (5.34%) Management Information System
3 30 (4.10%) Self-Motivation
4 24 (3.28%) Analytical Mindset
4 24 (3.28%) Cloud Native
5 21 (2.87%) Product Ownership
6 20 (2.74%) Data Structures
7 19 (2.60%) Blog
8 18 (2.46%) Fixed Income
9 13 (1.78%) Onboarding
10 12 (1.64%) IoT
10 12 (1.64%) Legacy Systems
11 11 (1.50%) SCADA
11 11 (1.50%) Social Media
12 8 (1.09%) Distributed Systems
13 7 (0.96%) Foreign Exchange (FX)
13 7 (0.96%) NHS
14 6 (0.82%) Anti-Piracy
14 6 (0.82%) Legacy Applications
14 6 (0.82%) Low-Code
Operating Systems
1 8 (1.09%) Linux
2 6 (0.82%) Unix
3 4 (0.55%) Android
3 4 (0.55%) Apple iOS
4 1 (0.14%) Windows
4 1 (0.14%) Windows Server
Processes & Methodologies
1 400 (54.72%) Data Visualisation
2 341 (46.65%) Business Intelligence
3 331 (45.28%) Analytics
4 217 (29.69%) Decision-Making
5 216 (29.55%) AI
6 184 (25.17%) Problem-Solving
7 182 (24.90%) Machine Learning
8 166 (22.71%) Data Analysis
9 155 (21.20%) Data Modelling
10 146 (19.97%) Data Science
11 122 (16.69%) Data Governance
12 121 (16.55%) ETL
13 109 (14.91%) Agile
14 103 (14.09%) Data Management
15 99 (13.54%) Actionable Insight
16 98 (13.41%) Continuous Improvement
17 91 (12.45%) Data Engineering
18 89 (12.18%) Data Analytics
19 86 (11.76%) Workflow
20 78 (10.67%) Data Pipeline
Programming Languages
1 335 (45.83%) Python
2 312 (42.68%) SQL
3 69 (9.44%) JavaScript
4 59 (8.07%) R
5 40 (5.47%) Data Analysis Expressions
6 34 (4.65%) C#
7 33 (4.51%) Java
7 33 (4.51%) VBA
8 31 (4.24%) TypeScript
9 18 (2.46%) Scala
10 17 (2.33%) C++
11 12 (1.64%) Bash
12 11 (1.50%) C
12 11 (1.50%) T-SQL
13 10 (1.37%) MATLAB
14 6 (0.82%) Julia
14 6 (0.82%) Rust
15 5 (0.68%) VB
15 5 (0.68%) VBScript
16 4 (0.55%) Ruby
Qualifications
1 161 (22.02%) Degree
2 63 (8.62%) Security Cleared
3 60 (8.21%) AWS Certification
4 54 (7.39%) AWS Certified Cloud Practitioner
5 44 (6.02%) SC Cleared
6 28 (3.83%) Master's Degree
7 23 (3.15%) Computer Science Degree
8 21 (2.87%) DBS Check
9 19 (2.60%) Microsoft Certification
10 15 (2.05%) DV Cleared
11 14 (1.92%) MBA
12 12 (1.64%) Azure Certification
13 11 (1.50%) BPSS Clearance
14 9 (1.23%) APMP
14 9 (1.23%) Postgraduate
15 7 (0.96%) PhD
16 5 (0.68%) AWS Certified Solutions Architect
17 3 (0.41%) ACCA
17 3 (0.41%) CIMA
18 2 (0.27%) Chartered Engineer
Quality Assurance & Compliance
1 137 (18.74%) Data Quality
2 35 (4.79%) GDPR
3 27 (3.69%) QA
4 17 (2.33%) Accessibility
5 11 (1.50%) Actionable Recommendations
6 10 (1.37%) Good Clinical Practice
6 10 (1.37%) ISO/IEC 15288
7 6 (0.82%) PMO
8 5 (0.68%) ISO/IEC 27001
8 5 (0.68%) NIST
9 4 (0.55%) California Consumer Privacy Act
9 4 (0.55%) NIST 800
10 2 (0.27%) ISO 19650
11 1 (0.14%) SLA
System Software
1 20 (2.74%) Docker
2 6 (0.82%) Active Directory
2 6 (0.82%) VMware Infrastructure
3 1 (0.14%) Apache Flume
3 1 (0.14%) VMware NSX
Systems Management
1 17 (2.33%) Terraform
2 16 (2.19%) Kubernetes
3 7 (0.96%) Grafana
3 7 (0.96%) Prometheus
4 5 (0.68%) SCCM
5 3 (0.41%) Argo
6 2 (0.27%) Ansible
6 2 (0.27%) Kubeflow
6 2 (0.27%) MOM
Vendors
1 182 (24.90%) Microsoft
2 47 (6.43%) Databricks
3 43 (5.88%) SAP
4 38 (5.20%) Google
5 19 (2.60%) IBM
5 19 (2.60%) Oracle
6 12 (1.64%) Salesforce
7 9 (1.23%) Adobe
7 9 (1.23%) Alteryx
8 7 (0.96%) Cognos
8 7 (0.96%) Informatica
9 6 (0.82%) VMware
10 5 (0.68%) BT
10 5 (0.68%) Mapbox
10 5 (0.68%) MicroStrategy
10 5 (0.68%) Salesforce Marketing Cloud
10 5 (0.68%) Snow
10 5 (0.68%) Talend
11 4 (0.55%) Anaplan
11 4 (0.55%) OpenAI