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

6 months to
7 Oct 2026
Same period 2025 Same period 2024
Rank 268 149 118
Rank change year-on-year -119 -31 +16
Permanent jobs citing Visualisation 773 1,046 1,545
As % of all permanent jobs in the UK 0.65% 2.11% 2.11%
As % of the Processes & Methodologies category 0.89% 2.37% 2.58%
Number of salaries quoted 439 482 723
10th Percentile £30,750 £37,500 £39,250
25th Percentile £40,000 £42,500 £48,750
Median annual salary (50th Percentile) £51,375 £56,500 £65,000
Median % change year-on-year -9.07% -13.08% +8.33%
75th Percentile £72,500 £75,000 £80,000
90th Percentile £92,750 £95,000 £97,500
UK excluding London median annual salary £45,000 £47,500 £57,000
% change year-on-year -5.26% -16.67% +14.00%

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 86,487 44,218 59,966
As % of all permanent jobs advertised in the UK 73.18% 89.02% 81.93%
Number of salaries quoted 59,402 24,461 32,381
10th Percentile £31,250 £28,325 £32,500
25th Percentile £41,250 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -
75th Percentile £78,750 £75,000 £77,500
90th Percentile £100,000 £95,000 £96,250
UK excluding London median annual salary £55,000 £47,500 £52,500
% change year-on-year +15.79% -9.52% -2.78%

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 October 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 October 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 -110 697 £51,356 -8.21% 1,882
UK excluding London -134 432 £45,000 -5.26% 1,072
London -103 295 £62,500 -3.85% 1,016
Work from Home -64 258 £55,000 -4.35% 720
North of England -19 137 £42,500 -10.53% 224
North West +13 97 £42,500 -11.46% 113
Midlands -36 93 £48,750 +10.80% 177
South East -115 80 £45,000 -5.26% 277
South West -78 52 £42,500 -15.00% 104
West Midlands -42 49 £45,000 -11.76% 115
East Midlands -36 44 £70,000 +64.71% 62
Yorkshire -31 28 £52,500 +20.00% 78
Wales -48 25 £45,175 +2.67% 32
East of England -41 22 £44,000 -27.14% 109
Scotland -57 22 £75,000 +30.43% 103
North East -67 12 £41,919 -11.75% 34
Northern Ireland -81 1 - - 59

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 26 (3.36%) Apache Spark
2 15 (1.94%) SharePoint
3 7 (0.91%) SAS
4 6 (0.78%) Apache Airflow
5 5 (0.65%) Apache
5 5 (0.65%) WinCC
6 4 (0.52%) ArcGIS
7 3 (0.39%) Appian
8 2 (0.26%) Confluence
8 2 (0.26%) IIS
8 2 (0.26%) Palantir Foundry
9 1 (0.13%) Apache Superset
9 1 (0.13%) CMS
9 1 (0.13%) Jupyter
9 1 (0.13%) WordPress
Applications
1 109 (14.10%) Microsoft Excel
2 31 (4.01%) Microsoft Office
3 21 (2.72%) EPLAN
4 6 (0.78%) Chatbot
5 5 (0.65%) Blender
6 4 (0.52%) Maya
7 3 (0.39%) 3ds Max
7 3 (0.39%) Microsoft Project
7 3 (0.39%) Photoshop
7 3 (0.39%) Revit
8 2 (0.26%) Adobe After Effects
8 2 (0.26%) Adobe Illustrator
8 2 (0.26%) AutoCAD
8 2 (0.26%) InDesign
8 2 (0.26%) Lightworks
8 2 (0.26%) Microsoft PowerPoint
8 2 (0.26%) Notion
8 2 (0.26%) SPSS
8 2 (0.26%) Windchill
9 1 (0.13%) Adobe Premiere
Business Applications
1 5 (0.65%) Dynamics CRM
2 4 (0.52%) Dynamics GP
2 4 (0.52%) SAP PM
3 1 (0.13%) IBM Planning Analytics
3 1 (0.13%) Maximo
3 1 (0.13%) NetSuite
3 1 (0.13%) Sparx Enterprise Architect
3 1 (0.13%) SystmOne
Cloud Services
1 406 (52.52%) Power Platform
2 186 (24.06%) Azure
3 121 (15.65%) AWS
4 71 (9.18%) GCP
5 45 (5.82%) Azure DevOps
6 38 (4.92%) Azure Data Factory
6 38 (4.92%) dbt
7 35 (4.53%) Snowflake
8 34 (4.40%) SaaS
9 31 (4.01%) Microsoft Purview
10 28 (3.62%) Google Analytics
11 26 (3.36%) Power Automate
12 25 (3.23%) Microsoft 365
13 21 (2.72%) Azure Machine Learning
13 21 (2.72%) PowerApps
14 14 (1.81%) Amazon S3
15 12 (1.55%) Azure Databricks
15 12 (1.55%) Azure Synapse Analytics
15 12 (1.55%) GitHub
16 10 (1.29%) Serverless
Communications & Networking
1 23 (2.98%) Profibus
2 9 (1.16%) Internet
3 7 (0.91%) Broadband
3 7 (0.91%) Modbus
4 6 (0.78%) 5G
5 5 (0.65%) VLAN
6 4 (0.52%) MQTT
7 3 (0.39%) TCP/IP
7 3 (0.39%) Wireless
8 2 (0.26%) HTTP
8 2 (0.26%) Network Security
8 2 (0.26%) SD-WAN
8 2 (0.26%) SNMP
8 2 (0.26%) WAN
9 1 (0.13%) AMQP
9 1 (0.13%) Kerberos
9 1 (0.13%) PPP
9 1 (0.13%) Remote Desktop
9 1 (0.13%) RTP
9 1 (0.13%) X.509
Database & Business Intelligence
1 406 (52.52%) Power BI
2 175 (22.64%) Tableau
3 81 (10.48%) Data Warehouse
4 56 (7.24%) Looker
5 50 (6.47%) Power Query
6 42 (5.43%) SQL Server
7 35 (4.53%) Data Lake
8 28 (3.62%) Big Data
8 28 (3.62%) Metadata
9 26 (3.36%) Relational Database
10 25 (3.23%) Data Mining
10 25 (3.23%) SQL Server Reporting Services
11 24 (3.10%) SQL Server Integration Services
12 21 (2.72%) Amazon QuickSight
12 21 (2.72%) BigQuery
13 16 (2.07%) Azure SQL Database
13 16 (2.07%) PostgreSQL
14 14 (1.81%) NoSQL
15 13 (1.68%) Star Schema
16 12 (1.55%) QlikView
Development Applications
1 46 (5.95%) Git
2 11 (1.42%) Jenkins
3 7 (0.91%) JIRA
4 5 (0.65%) GitLab
5 4 (0.52%) Visual Studio
6 2 (0.26%) ERwin
6 2 (0.26%) SQL Server Management Studio (SSMS)
6 2 (0.26%) Vite
7 1 (0.13%) CocoaPods
7 1 (0.13%) Cypress.io
7 1 (0.13%) Eclipse
7 1 (0.13%) ER Studio
7 1 (0.13%) fastlane
7 1 (0.13%) MLflow
7 1 (0.13%) Rational DOORS
7 1 (0.13%) Storybook
7 1 (0.13%) Visual Studio Code
7 1 (0.13%) Xcode
7 1 (0.13%) Yeoman
General
1 357 (46.18%) Analytical Skills
2 347 (44.89%) Social Skills
3 265 (34.28%) Finance
4 89 (11.51%) Marketing
5 64 (8.28%) Public Sector
6 63 (8.15%) Inclusion and Diversity
6 63 (8.15%) Law
7 61 (7.89%) Retail
8 49 (6.34%) Organisational Skills
9 40 (5.17%) Banking
10 32 (4.14%) Legal
10 32 (4.14%) Manufacturing
11 31 (4.01%) Back Office
12 29 (3.75%) Military
13 26 (3.36%) Telecoms
14 23 (2.98%) Influencing Skills
15 21 (2.72%) Presentation Skills
16 14 (1.81%) Financial Institution
16 14 (1.81%) Local Government
17 11 (1.42%) Investment Banking
Job Titles
1 212 (27.43%) Analyst
2 125 (16.17%) Senior
3 121 (15.65%) Data Analyst
4 80 (10.35%) Lead
5 77 (9.96%) Developer
6 65 (8.41%) Data Engineer
7 37 (4.79%) Consultant
8 36 (4.66%) Senior Analyst
9 34 (4.40%) Software Engineer
10 29 (3.75%) Data Manager
11 28 (3.62%) Business Intelligence Analyst
11 28 (3.62%) Data Scientist
12 27 (3.49%) Analytics Manager
12 27 (3.49%) Senior Data Analyst
13 23 (2.98%) Automation Engineer
14 19 (2.46%) Architect
15 18 (2.33%) Power BI Analyst
16 17 (2.20%) Business Intelligence Developer
16 17 (2.20%) Team Leader
17 16 (2.07%) Data Consultant
Libraries, Frameworks & Software Standards
1 34 (4.40%) PySpark
2 25 (3.23%) .NET
3 21 (2.72%) React
3 21 (2.72%) Terraform
4 19 (2.46%) Kafka
5 18 (2.33%) Pandas
6 17 (2.20%) CSS
7 15 (1.94%) REST
8 13 (1.68%) NumPy
9 12 (1.55%) PyTorch
9 12 (1.55%) Streamlit
9 12 (1.55%) TensorFlow
10 11 (1.42%) HTML
11 10 (1.29%) scikit-learn
11 10 (1.29%) Unreal Engine
12 9 (1.16%) AngularJS
12 9 (1.16%) jQuery
13 8 (1.03%) Ajax
13 8 (1.03%) Django
13 8 (1.03%) RESTful
Miscellaneous
1 66 (8.54%) Onboarding
2 60 (7.76%) Management Information System
3 38 (4.92%) Algorithms
4 32 (4.14%) Product Ownership
5 30 (3.88%) SCADA
6 22 (2.85%) Cloud Native
7 20 (2.59%) Analytical Mindset
8 19 (2.46%) Blog
9 16 (2.07%) Data Structures
10 14 (1.81%) Self-Motivation
11 13 (1.68%) Robotics
12 12 (1.55%) Greenfield Project
13 11 (1.42%) Data Protection Act
14 10 (1.29%) AI Agents
14 10 (1.29%) Educational Technology
14 10 (1.29%) NHS
15 8 (1.03%) Clustering
15 8 (1.03%) IoT
16 7 (0.91%) Marketing Technology
16 7 (0.91%) Public Cloud
Operating Systems
1 12 (1.55%) Linux
2 6 (0.78%) Windows
3 3 (0.39%) Apple iOS
3 3 (0.39%) Unix
3 3 (0.39%) Windows Server
4 1 (0.13%) Android
4 1 (0.13%) CentOS
4 1 (0.13%) Debian
4 1 (0.13%) Mac OS X
4 1 (0.13%) Windows 10
Processes & Methodologies
1 441 (57.05%) Data Visualisation
2 436 (56.40%) Business Intelligence
3 404 (52.26%) Analytics
4 292 (37.77%) Decision-Making
5 247 (31.95%) AI
6 240 (31.05%) Problem-Solving
7 204 (26.39%) Actionable Insight
8 197 (25.49%) Data Analysis
9 189 (24.45%) Data Modelling
10 167 (21.60%) Continuous Improvement
11 166 (21.47%) Machine Learning
12 162 (20.96%) Agile
13 147 (19.02%) Data Science
14 134 (17.34%) Stakeholder Management
15 133 (17.21%) Data Engineering
16 123 (15.91%) Data Governance
17 113 (14.62%) Dashboard Development
18 109 (14.10%) Data Analytics
19 102 (13.20%) Data Pipeline
20 95 (12.29%) ETL
Programming Languages
1 404 (52.26%) SQL
2 324 (41.91%) Python
3 54 (6.99%) R
4 53 (6.86%) Data Analysis Expressions
5 45 (5.82%) C#
6 38 (4.92%) JavaScript
7 28 (3.62%) TypeScript
8 23 (2.98%) Ladder Logic
9 22 (2.85%) C++
9 22 (2.85%) Java
10 18 (2.33%) Scala
11 16 (2.07%) T-SQL
12 8 (1.03%) Kusto Query Language
12 8 (1.03%) PowerShell
13 7 (0.91%) C
14 5 (0.65%) Bash
14 5 (0.65%) Go
14 5 (0.65%) Rust
14 5 (0.65%) VBA
15 2 (0.26%) Formula Language
Qualifications
1 173 (22.38%) Degree
2 92 (11.90%) Security Cleared
3 62 (8.02%) SC Cleared
4 20 (2.59%) DV Cleared
5 17 (2.20%) Azure Certification
5 17 (2.20%) Computer Science Degree
5 17 (2.20%) HND
6 15 (1.94%) HNC
6 15 (1.94%) Master's Degree
6 15 (1.94%) Numerate Degree
7 14 (1.81%) Chartered Engineer
8 11 (1.42%) PhD
9 10 (1.29%) BPSS Clearance
9 10 (1.29%) Microsoft Certification
10 7 (0.91%) Postgraduate
11 5 (0.65%) ACCA
11 5 (0.65%) CIMA
11 5 (0.65%) DBS Check
12 3 (0.39%) AWS Certification
13 2 (0.26%) CSPO
Quality Assurance & Compliance
1 229 (29.62%) Data Quality
2 43 (5.56%) GDPR
3 28 (3.62%) Accessibility
4 24 (3.10%) QA
5 19 (2.46%) IEC 61131
6 15 (1.94%) Actionable Recommendations
6 15 (1.94%) California Consumer Privacy Act
7 6 (0.78%) PMO
8 4 (0.52%) ISO/IEC 27001
8 4 (0.52%) NEBOSH
8 4 (0.52%) NIST
8 4 (0.52%) NIST 800
9 2 (0.26%) SOC 2
10 1 (0.13%) EU AI Act
10 1 (0.13%) GRC
10 1 (0.13%) ISO 19650
10 1 (0.13%) ISO 20022
10 1 (0.13%) ISO/IEC 15288
10 1 (0.13%) PERC
10 1 (0.13%) TARGET2
System Software
1 25 (3.23%) Docker
2 5 (0.65%) Active Directory
3 1 (0.13%) Ceph
3 1 (0.13%) Lustre
3 1 (0.13%) NFS
3 1 (0.13%) Samba
3 1 (0.13%) Slurm Workload Manager
3 1 (0.13%) VMware Infrastructure
Systems Management
1 28 (3.62%) Kubernetes
2 7 (0.91%) EnCase
2 7 (0.91%) FTK
3 5 (0.65%) Ansible
4 2 (0.26%) Kibana
4 2 (0.26%) Microsoft Clustering
5 1 (0.13%) Consul
5 1 (0.13%) Grafana
5 1 (0.13%) Kubeflow
5 1 (0.13%) logstash
5 1 (0.13%) MOM
5 1 (0.13%) Oracle ZFS
5 1 (0.13%) SysTrack
Vendors
1 164 (21.22%) Microsoft
2 78 (10.09%) Databricks
3 59 (7.63%) Google
4 28 (3.62%) Siemens
5 21 (2.72%) SAP
6 13 (1.68%) Oracle
7 11 (1.42%) YouTube
8 10 (1.29%) Salesforce
9 8 (1.03%) SYSPRO
10 7 (0.91%) Alteryx
10 7 (0.91%) Cellebrite
10 7 (0.91%) Informatica
10 7 (0.91%) MicroStrategy
10 7 (0.91%) Nuix
10 7 (0.91%) Relativity
11 6 (0.78%) CA Agile Central
11 6 (0.78%) Foundry
11 6 (0.78%) OpenAI
12 5 (0.65%) AVEVA
12 5 (0.65%) Hotjar