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

6 months to
11 May 2026
Same period 2025 Same period 2024
Rank 244 119 90
Rank change year-on-year -125 -29 +41
Permanent jobs citing Visualisation 725 1,150 2,828
As % of all permanent jobs in the UK 0.80% 2.62% 2.93%
As % of the Processes & Methodologies category 1.08% 2.81% 3.43%
Number of salaries quoted 505 651 1,339
10th Percentile £33,750 £35,000 £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% -7.60%
75th Percentile £73,750 £81,875 £71,250
90th Percentile £95,000 £106,250 £85,000
UK excluding London median annual salary £45,000 £53,000 £50,000
% change year-on-year -15.09% +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 66,871 40,971 82,332
As % of all permanent jobs advertised in the UK 73.97% 93.32% 85.23%
Number of salaries quoted 42,937 22,765 59,727
10th Percentile £30,000 £30,000 £29,000
25th Percentile £40,000 £42,000 £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 £80,000 £72,500
90th Percentile £100,000 £102,410 £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 11 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 11 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 -109 674 £52,500 -12.50% 377
UK excluding London -102 426 £45,000 -15.09% 268
London -95 262 £71,250 +1.79% 168
Work from Home -108 229 £60,000 +9.09% 150
North of England -56 143 £40,000 -20.79% 71
South East -20 103 £52,000 -5.45% 79
North West -12 90 £40,000 -20.79% 43
Midlands -63 85 £42,500 -22.73% 44
West Midlands -40 57 £42,500 -22.73% 25
Yorkshire -58 47 £37,500 -23.08% 14
South West -105 39 £45,000 - 38
East of England -17 32 £56,250 -15.41% 14
East Midlands -45 28 £41,445 -9.90% 19
Scotland -46 17 £49,000 +3.16% 16
North East -49 6 £37,500 -42.31% 14
Wales -25 4 £66,000 +32.00% 7
Northern Ireland -40 3 - - 1

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 (7.45%) Jupyter
2 43 (5.93%) Apache Airflow
3 31 (4.28%) Apache Spark
3 31 (4.28%) SharePoint
4 21 (2.90%) Apache
5 12 (1.66%) SAS
6 5 (0.69%) IIS
6 5 (0.69%) WordPress
7 4 (0.55%) Confluence
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
10 1 (0.14%) Microsoft Exchange
Applications
1 123 (16.97%) Microsoft Excel
2 54 (7.45%) Chatbot
3 29 (4.00%) Microsoft Office
4 23 (3.17%) 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
1 340 (46.90%) Power Platform
2 172 (23.72%) Azure
3 152 (20.97%) AWS
4 60 (8.28%) Cloud Computing
5 53 (7.31%) GCP
6 47 (6.48%) Azure Data Factory
7 40 (5.52%) dbt
7 40 (5.52%) Snowflake
8 38 (5.24%) Microsoft 365
9 36 (4.97%) Power Automate
9 36 (4.97%) PowerApps
10 25 (3.45%) SaaS
11 24 (3.31%) Azure DevOps
12 18 (2.48%) Amazon S3
13 17 (2.34%) Azure Synapse Analytics
14 16 (2.21%) Dynamics 365
14 16 (2.21%) Google Analytics
15 13 (1.79%) Amazon Kinesis
15 13 (1.79%) GitHub
16 12 (1.66%) Serverless
Communications & Networking
1 13 (1.79%) Broadband
2 8 (1.10%) 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
Database & Business Intelligence
1 340 (46.90%) Power BI
2 142 (19.59%) Tableau
3 65 (8.97%) Data Warehouse
4 43 (5.93%) SQL Server
5 32 (4.41%) Amazon Redshift
6 27 (3.72%) BigQuery
7 25 (3.45%) Metadata
8 23 (3.17%) Looker
9 22 (3.03%) Data Lake
10 21 (2.90%) Big Data
11 20 (2.76%) SQL Server Integration Services
12 17 (2.34%) Data Mining
13 16 (2.21%) NoSQL
13 16 (2.21%) Relational Database
14 15 (2.07%) Amazon QuickSight
15 14 (1.93%) GIS
15 14 (1.93%) SQL Server Reporting Services
16 13 (1.79%) Hadoop
16 13 (1.79%) Power Query
17 11 (1.52%) Azure SQL Database
Development Applications
1 54 (7.45%) Visual Studio Code
2 46 (6.34%) Git
3 12 (1.66%) 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
1 265 (36.55%) Analytical Skills
2 261 (36.00%) Social Skills
3 211 (29.10%) Finance
4 95 (13.10%) Retail
5 87 (12.00%) Manufacturing
6 79 (10.90%) Inclusion and Diversity
7 67 (9.24%) Law
8 51 (7.03%) Marketing
8 51 (7.03%) Public Sector
9 29 (4.00%) Banking
9 29 (4.00%) Telecoms
10 27 (3.72%) Legal
11 26 (3.59%) Pharmaceutical
12 25 (3.45%) Military
13 23 (3.17%) Back Office
14 20 (2.76%) Front Office
15 19 (2.62%) Organisational Skills
16 14 (1.93%) Documentation Skills
17 13 (1.79%) Influencing Skills
18 10 (1.38%) Automotive
Job Titles
1 142 (19.59%) Analyst
2 107 (14.76%) Developer
3 104 (14.34%) Senior
4 78 (10.76%) Data Analyst
5 63 (8.69%) Data Engineer
6 56 (7.72%) Trainee
7 53 (7.31%) Data Scientist
8 51 (7.03%) Artificial Intelligence Programmer
8 51 (7.03%) Programmer
8 51 (7.03%) Trainee Programmer
9 44 (6.07%) Lead
10 36 (4.97%) Consultant
10 36 (4.97%) Data Manager
11 34 (4.69%) Business Intelligence Developer
12 28 (3.86%) Junior
13 26 (3.59%) Architect
13 26 (3.59%) React Developer
14 23 (3.17%) Business Intelligence Analyst
14 23 (3.17%) Power BI Analyst
15 22 (3.03%) Power BI Developer
Libraries, Frameworks & Software Standards
1 68 (9.38%) Pandas
2 66 (9.10%) scikit-learn
3 64 (8.83%) Matplotlib
4 61 (8.41%) Streamlit
5 58 (8.00%) NumPy
6 54 (7.45%) Hugging Face
7 44 (6.07%) React
8 31 (4.28%) Kafka
9 25 (3.45%) CSS
9 25 (3.45%) PySpark
10 24 (3.31%) HTML
11 22 (3.03%) .NET
11 22 (3.03%) WebSockets
12 15 (2.07%) HTML5 Canvas
13 14 (1.93%) PyTorch
14 12 (1.66%) CSS3
14 12 (1.66%) HTML5
15 11 (1.52%) REST
16 10 (1.38%) LESS
16 10 (1.38%) Sass
Miscellaneous
1 93 (12.83%) Algorithms
2 38 (5.24%) Management Information System
3 29 (4.00%) Self-Motivation
4 24 (3.31%) Analytical Mindset
4 24 (3.31%) Cloud Native
5 23 (3.17%) Product Ownership
6 19 (2.62%) Data Structures
7 17 (2.34%) Fixed Income
8 15 (2.07%) Blog
9 12 (1.66%) IoT
9 12 (1.66%) Legacy Systems
9 12 (1.66%) Onboarding
10 11 (1.52%) SCADA
10 11 (1.52%) Social Media
11 9 (1.24%) Clustering
12 8 (1.10%) Distributed Systems
12 8 (1.10%) NHS
13 7 (0.97%) Augmented Reality
13 7 (0.97%) Foreign Exchange (FX)
14 6 (0.83%) Legacy Applications
Operating Systems
1 8 (1.10%) Linux
2 6 (0.83%) Unix
3 4 (0.55%) Android
3 4 (0.55%) Apple iOS
Processes & Methodologies
1 400 (55.17%) Data Visualisation
2 340 (46.90%) Business Intelligence
3 336 (46.34%) Analytics
4 220 (30.34%) AI
5 213 (29.38%) Decision-Making
6 186 (25.66%) Machine Learning
7 185 (25.52%) Problem-Solving
8 167 (23.03%) Data Analysis
9 157 (21.66%) Data Modelling
10 144 (19.86%) Data Science
11 124 (17.10%) Data Governance
12 122 (16.83%) ETL
13 111 (15.31%) Agile
14 103 (14.21%) Actionable Insight
15 100 (13.79%) Data Management
16 99 (13.66%) Continuous Improvement
17 92 (12.69%) Data Engineering
18 90 (12.41%) Data Analytics
19 86 (11.86%) Workflow
20 79 (10.90%) Data Pipeline
Programming Languages
1 336 (46.34%) Python
2 310 (42.76%) SQL
3 69 (9.52%) JavaScript
4 59 (8.14%) R
5 41 (5.66%) Data Analysis Expressions
6 36 (4.97%) C#
7 35 (4.83%) Java
8 32 (4.41%) VBA
9 30 (4.14%) TypeScript
10 17 (2.34%) C++
10 17 (2.34%) Scala
11 13 (1.79%) 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
1 153 (21.10%) Degree
2 60 (8.28%) AWS Certification
3 59 (8.14%) Security Cleared
4 54 (7.45%) AWS Certified Cloud Practitioner
5 41 (5.66%) SC Cleared
6 26 (3.59%) Master's Degree
7 22 (3.03%) Computer Science Degree
8 21 (2.90%) DBS Check
9 19 (2.62%) Microsoft Certification
10 15 (2.07%) DV Cleared
11 13 (1.79%) MBA
12 11 (1.52%) BPSS Clearance
13 10 (1.38%) Azure Certification
14 9 (1.24%) Postgraduate
15 8 (1.10%) 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%) PMP
Quality Assurance & Compliance
1 140 (19.31%) Data Quality
2 37 (5.10%) GDPR
3 27 (3.72%) QA
4 17 (2.34%) Accessibility
5 11 (1.52%) Actionable Recommendations
6 10 (1.38%) Good Clinical Practice
6 10 (1.38%) ISO/IEC 15288
7 6 (0.83%) California Consumer Privacy Act
7 6 (0.83%) PMO
8 5 (0.69%) ISO/IEC 27001
8 5 (0.69%) NIST
9 4 (0.55%) NIST 800
10 2 (0.28%) ISO 19650
11 1 (0.14%) SLA
System Software
1 18 (2.48%) Docker
2 6 (0.83%) Active Directory
3 5 (0.69%) VMware Infrastructure
4 1 (0.14%) Apache Flume
Systems Management
1 18 (2.48%) Terraform
2 16 (2.21%) Kubernetes
3 7 (0.97%) Grafana
3 7 (0.97%) Prometheus
4 5 (0.69%) SCCM
5 3 (0.41%) Argo
6 2 (0.28%) Ansible
6 2 (0.28%) Kubeflow
6 2 (0.28%) MOM
Vendors
1 184 (25.38%) Microsoft
2 45 (6.21%) Databricks
3 42 (5.79%) SAP
4 39 (5.38%) Google
5 19 (2.62%) IBM
5 19 (2.62%) Oracle
6 9 (1.24%) Adobe
6 9 (1.24%) Alteryx
6 9 (1.24%) Salesforce
7 8 (1.10%) Cognos
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