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

6 months to
8 May 2026
Same period 2025 Same period 2024
Rank 231 120 90
Rank change year-on-year -111 -30 +43
Permanent jobs citing Visualisation 731 1,149 2,804
As % of all permanent jobs in the UK 0.81% 2.65% 2.92%
As % of the Processes & Methodologies category 1.08% 2.83% 3.42%
Number of salaries quoted 512 648 1,346
10th Percentile £33,750 £34,927 £35,000
25th Percentile £36,438 £45,000 £42,500
Median annual salary (50th Percentile) £54,500 £58,000 £55,000
Median % change year-on-year -6.03% +5.45% -8.33%
75th Percentile £72,813 £80,313 £71,250
90th Percentile £95,000 £106,625 £84,625
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 67,484 40,549 82,082
As % of all permanent jobs advertised in the UK 74.46% 93.37% 85.36%
Number of salaries quoted 42,329 22,500 59,656
10th Percentile £30,000 £30,500 £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 £102,500 £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 8 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 8 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 -109 680 £54,000 -10.00% 396
UK excluding London -100 426 £45,000 -14.29% 287
London -92 267 £70,000 - 171
Work from Home -101 232 £60,000 +9.09% 167
North of England -60 143 £40,000 -20.00% 74
South East -33 107 £52,000 -3.26% 90
North West -19 90 £40,000 -20.00% 45
Midlands -53 83 £42,500 -22.73% 46
West Midlands -39 56 £42,500 -22.73% 27
Yorkshire -59 46 £37,500 -23.08% 18
South West -110 38 £46,250 +2.78% 37
East of England -17 32 £56,250 -13.46% 19
East Midlands -48 27 £45,390 -2.91% 19
Scotland -50 17 £49,000 +3.16% 13
North East -39 7 £37,500 -42.31% 11
Wales -27 3 £66,000 +32.00% 8
Northern Ireland -39 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 12 (1.64%) 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
1 127 (17.37%) 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
1 341 (46.65%) Power Platform
2 170 (23.26%) Azure
3 150 (20.52%) AWS
4 60 (8.21%) Cloud Computing
5 51 (6.98%) GCP
6 47 (6.43%) Azure Data Factory
7 41 (5.61%) Snowflake
8 39 (5.34%) Microsoft 365
9 38 (5.20%) dbt
10 37 (5.06%) PowerApps
11 36 (4.92%) Power Automate
12 24 (3.28%) SaaS
13 23 (3.15%) Azure DevOps
14 19 (2.60%) Amazon S3
15 16 (2.19%) Azure Synapse Analytics
15 16 (2.19%) Dynamics 365
15 16 (2.19%) Google Analytics
16 13 (1.78%) Amazon Kinesis
16 13 (1.78%) GitHub
17 12 (1.64%) Serverless
Communications & Networking
1 13 (1.78%) Broadband
2 8 (1.09%) Modbus
3 6 (0.82%) 5G
3 6 (0.82%) MQTT
4 2 (0.27%) LoRaWAN
4 2 (0.27%) Network Security
4 2 (0.27%) Wireless
5 1 (0.14%) AMQP
5 1 (0.14%) Internet
Database & Business Intelligence
1 341 (46.65%) Power BI
2 141 (19.29%) Tableau
3 66 (9.03%) Data Warehouse
4 42 (5.75%) SQL Server
5 31 (4.24%) Amazon Redshift
6 25 (3.42%) BigQuery
6 25 (3.42%) Metadata
7 22 (3.01%) Big Data
7 22 (3.01%) Looker
8 21 (2.87%) Data Lake
9 20 (2.74%) SQL Server Integration Services
10 17 (2.33%) NoSQL
11 16 (2.19%) Data Mining
11 16 (2.19%) Relational Database
12 14 (1.92%) Amazon QuickSight
12 14 (1.92%) GIS
13 13 (1.78%) BusinessObjects
13 13 (1.78%) Hadoop
13 13 (1.78%) Power Query
13 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
1 266 (36.39%) Social Skills
2 263 (35.98%) Analytical Skills
3 213 (29.14%) Finance
4 94 (12.86%) Retail
5 87 (11.90%) Manufacturing
6 81 (11.08%) Inclusion and Diversity
7 66 (9.03%) Law
8 57 (7.80%) Marketing
9 51 (6.98%) Public Sector
10 29 (3.97%) Banking
10 29 (3.97%) Telecoms
11 27 (3.69%) Legal
12 26 (3.56%) Pharmaceutical
13 25 (3.42%) Military
14 23 (3.15%) Back Office
15 20 (2.74%) Front Office
15 20 (2.74%) Organisational Skills
16 14 (1.92%) Documentation Skills
17 13 (1.78%) Influencing Skills
18 10 (1.37%) Automotive
Job Titles
1 141 (19.29%) Analyst
2 106 (14.50%) Developer
3 105 (14.36%) Senior
4 79 (10.81%) Data Analyst
5 62 (8.48%) Data Engineer
6 56 (7.66%) Data Scientist
6 56 (7.66%) Trainee
7 51 (6.98%) Artificial Intelligence Programmer
7 51 (6.98%) Programmer
7 51 (6.98%) Trainee Programmer
8 46 (6.29%) Lead
9 38 (5.20%) Consultant
10 34 (4.65%) Business Intelligence Developer
10 34 (4.65%) Data Manager
11 27 (3.69%) Junior
12 26 (3.56%) Architect
12 26 (3.56%) React Developer
13 22 (3.01%) Business Intelligence Analyst
13 22 (3.01%) Power BI Analyst
13 22 (3.01%) Power BI Developer
Libraries, Frameworks & Software Standards
1 68 (9.30%) Pandas
2 66 (9.03%) scikit-learn
3 64 (8.76%) Matplotlib
4 62 (8.48%) Streamlit
5 58 (7.93%) NumPy
6 54 (7.39%) Hugging Face
7 44 (6.02%) React
8 32 (4.38%) Kafka
9 26 (3.56%) PySpark
10 24 (3.28%) CSS
11 23 (3.15%) HTML
12 22 (3.01%) WebSockets
13 21 (2.87%) .NET
14 15 (2.05%) HTML5 Canvas
15 14 (1.92%) PyTorch
16 11 (1.50%) CSS3
16 11 (1.50%) HTML5
16 11 (1.50%) REST
17 10 (1.37%) Seaborn
18 9 (1.23%) Highcharts JS
Miscellaneous
1 94 (12.86%) Algorithms
2 39 (5.34%) Management Information System
3 29 (3.97%) 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 17 (2.33%) 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 9 (1.23%) Clustering
13 8 (1.09%) Distributed Systems
14 7 (0.96%) Foreign Exchange (FX)
14 7 (0.96%) NHS
15 6 (0.82%) Augmented Reality
15 6 (0.82%) Legacy Applications
Operating Systems
1 8 (1.09%) Linux
2 6 (0.82%) Unix
3 4 (0.55%) Android
3 4 (0.55%) Apple iOS
Processes & Methodologies
1 404 (55.27%) Data Visualisation
2 339 (46.37%) Business Intelligence
3 335 (45.83%) Analytics
4 221 (30.23%) AI
5 215 (29.41%) Decision-Making
6 188 (25.72%) Machine Learning
7 182 (24.90%) Problem-Solving
8 170 (23.26%) Data Analysis
9 157 (21.48%) Data Modelling
10 148 (20.25%) Data Science
11 123 (16.83%) Data Governance
12 122 (16.69%) ETL
13 112 (15.32%) Agile
14 103 (14.09%) Data Management
15 102 (13.95%) Actionable Insight
16 97 (13.27%) 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
1 336 (45.96%) Python
2 313 (42.82%) SQL
3 68 (9.30%) JavaScript
4 58 (7.93%) R
5 40 (5.47%) Data Analysis Expressions
6 35 (4.79%) C#
7 33 (4.51%) Java
7 33 (4.51%) VBA
8 30 (4.10%) TypeScript
9 18 (2.46%) Scala
10 17 (2.33%) C++
11 12 (1.64%) Bash
12 11 (1.50%) T-SQL
13 10 (1.37%) C
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%) ANSI SQL
Qualifications
1 160 (21.89%) 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%) PMP
Quality Assurance & Compliance
1 138 (18.88%) Data Quality
2 36 (4.92%) 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
3 5 (0.68%) VMware Infrastructure
4 1 (0.14%) Apache Flume
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 11 (1.50%) Salesforce
7 9 (1.23%) Adobe
7 9 (1.23%) Alteryx
8 8 (1.09%) Informatica
9 7 (0.96%) Cognos
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
10 5 (0.68%) VMware
11 4 (0.55%) Anaplan
11 4 (0.55%) OpenAI