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

6 months to
12 Oct 2026
Same period 2025 Same period 2024
Rank 273 153 117
Rank change year-on-year -120 -36 +14
Permanent jobs citing Visualisation 791 1,027 1,547
As % of all permanent jobs in the UK 0.67% 2.09% 2.15%
As % of the Processes & Methodologies category 0.91% 2.35% 2.61%
Number of salaries quoted 447 471 724
10th Percentile £30,750 £37,500 £39,573
25th Percentile £40,000 £42,500 £48,938
Median annual salary (50th Percentile) £52,500 £57,500 £65,000
Median % change year-on-year -8.70% -11.54% +8.33%
75th Percentile £72,500 £75,000 £81,250
90th Percentile £91,250 £92,500 £98,750
UK excluding London median annual salary £45,000 £47,500 £57,500
% change year-on-year -5.26% -17.39% +15.00%

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 86,468 43,703 59,228
As % of all permanent jobs advertised in the UK 73.32% 88.90% 82.25%
Number of salaries quoted 59,116 24,458 31,674
10th Percentile £31,250 £28,250 £32,750
25th Percentile £41,250 £36,000 £43,750
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 £78,250
90th Percentile £100,000 £95,000 £97,500
UK excluding London median annual salary £55,000 £46,750 £52,500
% change year-on-year +17.65% -10.95% -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 12 October 2026.

Salary histogram for Visualisation in the UK

Visualisation
Top 16 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 12 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 -106 713 £51,856 -9.82% 949
UK excluding London -138 442 £45,000 -5.26% 508
London -96 301 £62,174 -9.57% 547
Work from Home -57 263 £55,000 -4.35% 395
North of England -22 136 £42,500 -10.53% 112
Midlands -40 96 £47,500 +11.76% 86
North West -8 88 £42,500 -12.37% 58
South East -126 80 £45,000 -8.16% 106
South West -74 55 £42,500 -15.00% 51
West Midlands -35 49 £45,000 -10.00% 61
East Midlands -33 47 £70,000 +64.71% 25
Yorkshire -32 35 £52,500 +23.53% 35
East of England -40 26 £44,250 -26.73% 47
Wales -50 25 £45,175 +2.67% 10
Scotland -61 24 £75,000 +30.43% 64
North East -62 13 £41,919 -11.75% 19

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 (3.29%) Apache Spark
2 17 (2.15%) SharePoint
3 7 (0.88%) SAS
4 6 (0.76%) Apache Airflow
5 5 (0.63%) Apache
5 5 (0.63%) WinCC
6 4 (0.51%) ArcGIS
7 3 (0.38%) Appian
8 2 (0.25%) Confluence
8 2 (0.25%) IIS
8 2 (0.25%) Palantir Foundry
9 1 (0.13%) Apache Superset
9 1 (0.13%) CMS
9 1 (0.13%) govService
9 1 (0.13%) Jupyter
9 1 (0.13%) WordPress
Applications
1 114 (14.41%) Microsoft Excel
2 33 (4.17%) Microsoft Office
3 22 (2.78%) EPLAN
4 6 (0.76%) Chatbot
5 5 (0.63%) Blender
6 4 (0.51%) Maya
6 4 (0.51%) Revit
7 3 (0.38%) 3ds Max
7 3 (0.38%) Lightworks
7 3 (0.38%) Microsoft Project
7 3 (0.38%) Notion
7 3 (0.38%) Photoshop
8 2 (0.25%) Adobe After Effects
8 2 (0.25%) Adobe Illustrator
8 2 (0.25%) AutoCAD
8 2 (0.25%) InDesign
8 2 (0.25%) Microsoft PowerPoint
8 2 (0.25%) SPSS
8 2 (0.25%) Windchill
9 1 (0.13%) CINEMA 4D
Business Applications
1 5 (0.63%) Dynamics CRM
2 4 (0.51%) Dynamics GP
2 4 (0.51%) SAP PM
3 1 (0.13%) IBM Planning Analytics
3 1 (0.13%) NetSuite
3 1 (0.13%) Sparx Enterprise Architect
3 1 (0.13%) SystmOne
Cloud Services
1 429 (54.24%) Power Platform
2 192 (24.27%) Azure
3 127 (16.06%) AWS
4 72 (9.10%) GCP
5 47 (5.94%) Azure DevOps
6 42 (5.31%) Snowflake
7 40 (5.06%) Azure Data Factory
8 38 (4.80%) dbt
9 35 (4.42%) SaaS
10 31 (3.92%) Microsoft Purview
11 30 (3.79%) Google Analytics
12 26 (3.29%) Power Automate
13 25 (3.16%) Microsoft 365
14 22 (2.78%) Azure Machine Learning
15 21 (2.65%) PowerApps
16 14 (1.77%) Amazon S3
16 14 (1.77%) Dynamics 365
16 14 (1.77%) GitHub
17 13 (1.64%) Azure Synapse Analytics
18 12 (1.52%) Cloud Computing
Communications & Networking
1 24 (3.03%) Profibus
2 11 (1.39%) Internet
3 7 (0.88%) Broadband
4 6 (0.76%) 5G
4 6 (0.76%) Modbus
5 5 (0.63%) TCP/IP
5 5 (0.63%) VLAN
6 4 (0.51%) MQTT
7 3 (0.38%) HTTP
7 3 (0.38%) Wireless
8 2 (0.25%) Ethernet
8 2 (0.25%) SD-WAN
8 2 (0.25%) SNMP
8 2 (0.25%) WAN
9 1 (0.13%) DHCP
9 1 (0.13%) DNS
9 1 (0.13%) Kerberos
9 1 (0.13%) PPP
9 1 (0.13%) Remote Desktop
9 1 (0.13%) VoIP
Database & Business Intelligence
1 429 (54.24%) Power BI
2 181 (22.88%) Tableau
3 89 (11.25%) Data Warehouse
4 58 (7.33%) Looker
5 55 (6.95%) Power Query
6 43 (5.44%) SQL Server
7 35 (4.42%) Data Lake
8 30 (3.79%) Big Data
9 29 (3.67%) Metadata
10 27 (3.41%) Relational Database
11 26 (3.29%) SQL Server Reporting Services
12 25 (3.16%) Data Mining
13 24 (3.03%) SQL Server Integration Services
14 21 (2.65%) Amazon QuickSight
14 21 (2.65%) BigQuery
15 17 (2.15%) Azure SQL Database
16 16 (2.02%) PostgreSQL
17 14 (1.77%) NoSQL
17 14 (1.77%) Star Schema
18 12 (1.52%) QlikView
Development Applications
1 48 (6.07%) Git
2 11 (1.39%) Jenkins
3 6 (0.76%) JIRA
4 5 (0.63%) GitLab
4 5 (0.63%) Visual Studio
5 2 (0.25%) Eclipse
5 2 (0.25%) ERwin
5 2 (0.25%) SQL Server Management Studio (SSMS)
5 2 (0.25%) Vite
6 1 (0.13%) CocoaPods
6 1 (0.13%) ER Studio
6 1 (0.13%) fastlane
6 1 (0.13%) MLflow
6 1 (0.13%) Oracle Forms
6 1 (0.13%) Storybook
6 1 (0.13%) Visual Studio Code
6 1 (0.13%) Xcode
6 1 (0.13%) Yeoman
General
1 370 (46.78%) Analytical Skills
2 359 (45.39%) Social Skills
3 276 (34.89%) Finance
4 93 (11.76%) Marketing
5 71 (8.98%) Public Sector
6 64 (8.09%) Inclusion and Diversity
7 61 (7.71%) Retail
8 58 (7.33%) Law
9 49 (6.19%) Organisational Skills
10 41 (5.18%) Banking
11 32 (4.05%) Legal
12 30 (3.79%) Manufacturing
13 26 (3.29%) Back Office
14 25 (3.16%) Military
14 25 (3.16%) Presentation Skills
15 23 (2.91%) Influencing Skills
16 22 (2.78%) Telecoms
17 14 (1.77%) Local Government
18 13 (1.64%) Financial Institution
19 11 (1.39%) Fire and Rescue
Job Titles
1 218 (27.56%) Analyst
2 131 (16.56%) Senior
3 126 (15.93%) Data Analyst
4 82 (10.37%) Lead
5 80 (10.11%) Developer
6 68 (8.60%) Data Engineer
7 42 (5.31%) Consultant
8 39 (4.93%) Senior Analyst
9 34 (4.30%) Software Engineer
10 31 (3.92%) Data Scientist
11 29 (3.67%) Senior Data Analyst
12 28 (3.54%) Business Intelligence Analyst
12 28 (3.54%) Data Manager
13 27 (3.41%) Analytics Manager
14 24 (3.03%) Automation Engineer
15 21 (2.65%) Data Consultant
16 20 (2.53%) Power BI Analyst
17 18 (2.28%) Business Intelligence Developer
18 17 (2.15%) Financial Analyst
18 17 (2.15%) Team Leader
Libraries, Frameworks & Software Standards
1 33 (4.17%) PySpark
2 25 (3.16%) .NET
3 22 (2.78%) Terraform
4 20 (2.53%) Pandas
4 20 (2.53%) React
5 19 (2.40%) CSS
5 19 (2.40%) Kafka
6 17 (2.15%) REST
7 15 (1.90%) NumPy
8 12 (1.52%) HTML
8 12 (1.52%) PyTorch
8 12 (1.52%) Streamlit
8 12 (1.52%) TensorFlow
9 10 (1.26%) AngularJS
9 10 (1.26%) scikit-learn
9 10 (1.26%) Unreal Engine
10 9 (1.14%) jQuery
10 9 (1.14%) RESTful
11 8 (1.01%) Ajax
11 8 (1.01%) Sass
Miscellaneous
1 66 (8.34%) Onboarding
2 63 (7.96%) Management Information System
3 38 (4.80%) Algorithms
4 33 (4.17%) Product Ownership
5 30 (3.79%) SCADA
6 22 (2.78%) Cloud Native
7 21 (2.65%) Blog
8 17 (2.15%) Analytical Mindset
8 17 (2.15%) Data Structures
9 15 (1.90%) AI Agents
9 15 (1.90%) Self-Motivation
10 14 (1.77%) Robotics
11 12 (1.52%) Greenfield Project
12 11 (1.39%) Data Protection Act
13 10 (1.26%) Educational Technology
13 10 (1.26%) IoT
14 9 (1.14%) NHS
15 8 (1.01%) Clustering
15 8 (1.01%) Renewable Energy
16 7 (0.88%) Marketing Technology
Operating Systems
1 14 (1.77%) Linux
2 7 (0.88%) Windows
3 3 (0.38%) Apple iOS
3 3 (0.38%) Unix
3 3 (0.38%) Windows Server
4 1 (0.13%) Android
4 1 (0.13%) CentOS
4 1 (0.13%) Debian
4 1 (0.13%) macOS
4 1 (0.13%) Windows 10
Processes & Methodologies
1 462 (58.41%) Business Intelligence
2 452 (57.14%) Data Visualisation
3 426 (53.86%) Analytics
4 306 (38.69%) Decision-Making
5 261 (33.00%) AI
6 250 (31.61%) Problem-Solving
7 212 (26.80%) Actionable Insight
8 201 (25.41%) Data Analysis
9 194 (24.53%) Data Modelling
10 179 (22.63%) Continuous Improvement
11 172 (21.74%) Machine Learning
12 171 (21.62%) Agile
13 152 (19.22%) Stakeholder Management
14 150 (18.96%) Data Science
15 141 (17.83%) Data Engineering
16 123 (15.55%) Data Governance
17 120 (15.17%) Data Analytics
18 119 (15.04%) Dashboard Development
19 105 (13.27%) Data Pipeline
20 100 (12.64%) ETL
Programming Languages
1 427 (53.98%) SQL
2 342 (43.24%) Python
3 57 (7.21%) Data Analysis Expressions
3 57 (7.21%) R
4 46 (5.82%) C#
5 40 (5.06%) JavaScript
6 26 (3.29%) TypeScript
7 24 (3.03%) Ladder Logic
8 22 (2.78%) C++
8 22 (2.78%) Java
9 19 (2.40%) T-SQL
10 17 (2.15%) Scala
11 8 (1.01%) Kusto Query Language
11 8 (1.01%) PowerShell
12 6 (0.76%) C
13 5 (0.63%) Bash
13 5 (0.63%) Go
13 5 (0.63%) VBA
14 4 (0.51%) Rust
15 2 (0.25%) Kotlin
Qualifications
1 180 (22.76%) Degree
2 94 (11.88%) Security Cleared
3 62 (7.84%) SC Cleared
4 21 (2.65%) DV Cleared
5 19 (2.40%) HND
6 18 (2.28%) Azure Certification
6 18 (2.28%) Computer Science Degree
6 18 (2.28%) Master's Degree
6 18 (2.28%) Numerate Degree
7 16 (2.02%) PhD
8 15 (1.90%) HNC
9 14 (1.77%) Chartered Engineer
10 10 (1.26%) Microsoft Certification
11 9 (1.14%) BPSS Clearance
11 9 (1.14%) Postgraduate
12 8 (1.01%) ACCA
12 8 (1.01%) CIMA
13 5 (0.63%) DBS Check
14 3 (0.38%) AWS Certification
15 2 (0.25%) CSPO
Quality Assurance & Compliance
1 241 (30.47%) Data Quality
2 42 (5.31%) GDPR
3 31 (3.92%) Accessibility
4 27 (3.41%) QA
5 20 (2.53%) IEC 61131
6 17 (2.15%) Actionable Recommendations
7 15 (1.90%) California Consumer Privacy Act
8 7 (0.88%) PMO
9 4 (0.51%) ISO/IEC 27001
9 4 (0.51%) NEBOSH
9 4 (0.51%) NIST
9 4 (0.51%) NIST 800
10 2 (0.25%) ISO 19650
10 2 (0.25%) SOC 2
11 1 (0.13%) EU AI Act
11 1 (0.13%) GRC
11 1 (0.13%) ISO 20022
11 1 (0.13%) PERC
11 1 (0.13%) SEPA
11 1 (0.13%) TARGET2
System Software
1 25 (3.16%) Docker
2 4 (0.51%) 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 (3.54%) Kubernetes
2 7 (0.88%) EnCase
2 7 (0.88%) FTK
3 5 (0.63%) Ansible
4 2 (0.25%) Kibana
4 2 (0.25%) Microsoft Clustering
5 1 (0.13%) Consul
5 1 (0.13%) Functional Safety
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
1 176 (22.25%) Microsoft
2 82 (10.37%) Databricks
3 63 (7.96%) Google
4 29 (3.67%) Siemens
5 22 (2.78%) SAP
6 17 (2.15%) Oracle
7 13 (1.64%) YouTube
8 11 (1.39%) Salesforce
9 8 (1.01%) Informatica
9 8 (1.01%) SYSPRO
10 7 (0.88%) Alteryx
10 7 (0.88%) Cellebrite
10 7 (0.88%) Foundry
10 7 (0.88%) MicroStrategy
10 7 (0.88%) Nuix
10 7 (0.88%) OpenAI
10 7 (0.88%) Relativity
11 6 (0.76%) Adaptive Insights
11 6 (0.76%) Anaplan
11 6 (0.76%) CA Agile Central