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

6 months to
15 Oct 2026
Same period 2025 Same period 2024
Rank 268 148 116
Rank change year-on-year -120 -32 +15
Permanent jobs citing Visualisation 805 1,035 1,537
As % of all permanent jobs in the UK 0.68% 2.10% 2.17%
As % of the Processes & Methodologies category 0.92% 2.37% 2.64%
Number of salaries quoted 456 480 717
10th Percentile £30,750 £37,500 £40,000
25th Percentile £40,259 £42,500 £50,000
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 £92,750 £99,250
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 87,229 43,738 58,305
As % of all permanent jobs advertised in the UK 73.43% 88.90% 82.16%
Number of salaries quoted 59,718 24,553 31,325
10th Percentile £31,250 £28,250 £32,925
25th Percentile £41,250 £36,250 £44,000
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -
75th Percentile £78,243 £75,000 £78,750
90th Percentile £100,000 £95,000 £97,500
UK excluding London median annual salary £55,000 £47,500 £52,600
% change year-on-year +15.79% -9.70% -2.59%

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 15 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 15 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 -108 726 £52,500 -8.70% 254
UK excluding London -147 450 £45,000 -5.26% 221
London -91 307 £62,500 -9.09% 89
Work from Home -51 268 £55,000 -4.35% 140
North of England -30 138 £42,750 -10.00% 47
Midlands -38 99 £47,500 +9.83% 41
North West -5 89 £42,500 -11.92% 22
South East -133 80 £45,000 -8.16% 62
South West -75 56 £42,500 -15.00% 39
West Midlands -41 50 £45,000 -13.46% 27
East Midlands -29 49 £70,000 +64.71% 14
Yorkshire -25 36 £48,750 +14.71% 15
East of England -47 27 £44,500 -25.83% 18
Wales -47 26 £47,500 +7.95% 4
Scotland -55 24 £75,000 +30.43% 11
North East -58 13 £41,919 -11.75% 10

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 (3.23%) Apache Spark
2 17 (2.11%) SharePoint
3 7 (0.87%) SAS
4 6 (0.75%) Apache Airflow
5 5 (0.62%) Apache
5 5 (0.62%) WinCC
6 4 (0.50%) ArcGIS
7 3 (0.37%) Appian
8 2 (0.25%) Confluence
8 2 (0.25%) IIS
8 2 (0.25%) Palantir Foundry
9 1 (0.12%) Apache Superset
9 1 (0.12%) CMS
9 1 (0.12%) govService
9 1 (0.12%) Jupyter
9 1 (0.12%) WordPress
Applications
1 112 (13.91%) Microsoft Excel
2 34 (4.22%) Microsoft Office
3 24 (2.98%) EPLAN
4 6 (0.75%) Chatbot
5 5 (0.62%) Blender
5 5 (0.62%) Revit
6 4 (0.50%) Maya
7 3 (0.37%) 3ds Max
7 3 (0.37%) Lightworks
7 3 (0.37%) Microsoft Project
7 3 (0.37%) Notion
7 3 (0.37%) 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 (0.12%) Simulink
Business Applications
1 5 (0.62%) Dynamics CRM
2 4 (0.50%) Dynamics GP
2 4 (0.50%) SAP PM
3 1 (0.12%) IBM Planning Analytics
3 1 (0.12%) NetSuite
3 1 (0.12%) Sparx Enterprise Architect
3 1 (0.12%) SystmOne
Cloud Services
1 433 (53.79%) Power Platform
2 193 (23.98%) Azure
3 129 (16.02%) AWS
4 73 (9.07%) GCP
5 47 (5.84%) Azure DevOps
6 45 (5.59%) Snowflake
7 41 (5.09%) Azure Data Factory
8 40 (4.97%) dbt
9 36 (4.47%) SaaS
10 32 (3.98%) Microsoft Purview
11 31 (3.85%) Google Analytics
12 25 (3.11%) Microsoft 365
12 25 (3.11%) Power Automate
13 22 (2.73%) Azure Machine Learning
14 20 (2.48%) PowerApps
15 14 (1.74%) Amazon S3
15 14 (1.74%) Dynamics 365
15 14 (1.74%) GitHub
16 13 (1.61%) Azure Databricks
16 13 (1.61%) Azure Synapse Analytics
Communications & Networking
1 26 (3.23%) Profibus
2 11 (1.37%) Internet
3 7 (0.87%) Broadband
4 6 (0.75%) 5G
4 6 (0.75%) Modbus
5 5 (0.62%) TCP/IP
5 5 (0.62%) VLAN
6 4 (0.50%) MQTT
7 3 (0.37%) HTTP
7 3 (0.37%) Wireless
8 2 (0.25%) Ethernet
8 2 (0.25%) SD-WAN
8 2 (0.25%) SNMP
8 2 (0.25%) WAN
9 1 (0.12%) DHCP
9 1 (0.12%) DNS
9 1 (0.12%) Kerberos
9 1 (0.12%) PPP
9 1 (0.12%) Remote Desktop
9 1 (0.12%) VoIP
Database & Business Intelligence
1 433 (53.79%) Power BI
2 187 (23.23%) Tableau
3 88 (10.93%) Data Warehouse
4 61 (7.58%) Looker
5 55 (6.83%) Power Query
6 42 (5.22%) SQL Server
7 35 (4.35%) Data Lake
8 30 (3.73%) Big Data
9 29 (3.60%) Metadata
10 28 (3.48%) Relational Database
11 25 (3.11%) Data Mining
11 25 (3.11%) SQL Server Reporting Services
12 24 (2.98%) SQL Server Integration Services
13 21 (2.61%) Amazon QuickSight
13 21 (2.61%) BigQuery
14 17 (2.11%) Azure SQL Database
15 16 (1.99%) PostgreSQL
16 14 (1.74%) NoSQL
16 14 (1.74%) Star Schema
17 12 (1.49%) QlikView
Development Applications
1 48 (5.96%) Git
2 11 (1.37%) Jenkins
3 6 (0.75%) JIRA
4 5 (0.62%) GitLab
4 5 (0.62%) 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 (0.12%) CocoaPods
6 1 (0.12%) ER Studio
6 1 (0.12%) fastlane
6 1 (0.12%) MLflow
6 1 (0.12%) Oracle Forms
6 1 (0.12%) Storybook
6 1 (0.12%) Visual Studio Code
6 1 (0.12%) Xcode
6 1 (0.12%) Yeoman
General
1 378 (46.96%) Analytical Skills
2 360 (44.72%) Social Skills
3 280 (34.78%) Finance
4 94 (11.68%) Marketing
5 73 (9.07%) Public Sector
6 65 (8.07%) Inclusion and Diversity
7 62 (7.70%) Retail
8 60 (7.45%) Law
9 49 (6.09%) Organisational Skills
10 42 (5.22%) Banking
11 34 (4.22%) Legal
12 32 (3.98%) Manufacturing
13 26 (3.23%) Back Office
14 25 (3.11%) Military
14 25 (3.11%) Presentation Skills
15 24 (2.98%) Influencing Skills
16 22 (2.73%) Telecoms
17 14 (1.74%) Local Government
18 13 (1.61%) Financial Institution
19 11 (1.37%) Fire and Rescue
Job Titles
1 219 (27.20%) Analyst
2 133 (16.52%) Senior
3 129 (16.02%) Data Analyst
4 84 (10.43%) Lead
5 80 (9.94%) Developer
6 71 (8.82%) Data Engineer
7 42 (5.22%) Consultant
8 39 (4.84%) Senior Analyst
9 35 (4.35%) Software Engineer
10 33 (4.10%) Data Scientist
11 29 (3.60%) Analytics Manager
11 29 (3.60%) Data Manager
11 29 (3.60%) Senior Data Analyst
12 28 (3.48%) Business Intelligence Analyst
13 26 (3.23%) Automation Engineer
14 21 (2.61%) Data Consultant
15 20 (2.48%) Power BI Analyst
16 18 (2.24%) Business Intelligence Developer
17 17 (2.11%) Financial Analyst
17 17 (2.11%) Team Leader
Libraries, Frameworks & Software Standards
1 34 (4.22%) PySpark
2 25 (3.11%) .NET
3 22 (2.73%) Terraform
4 21 (2.61%) React
5 20 (2.48%) Pandas
6 19 (2.36%) CSS
6 19 (2.36%) Kafka
7 17 (2.11%) REST
8 15 (1.86%) NumPy
9 12 (1.49%) HTML
9 12 (1.49%) PyTorch
9 12 (1.49%) Streamlit
9 12 (1.49%) TensorFlow
10 11 (1.37%) Unreal Engine
11 10 (1.24%) AngularJS
11 10 (1.24%) scikit-learn
12 9 (1.12%) jQuery
12 9 (1.12%) RESTful
13 8 (0.99%) Ajax
13 8 (0.99%) Sass
Miscellaneous
1 69 (8.57%) Onboarding
2 63 (7.83%) Management Information System
3 39 (4.84%) Algorithms
4 33 (4.10%) Product Ownership
5 32 (3.98%) SCADA
6 22 (2.73%) Blog
6 22 (2.73%) Cloud Native
7 18 (2.24%) Analytical Mindset
8 17 (2.11%) Data Structures
9 15 (1.86%) AI Agents
9 15 (1.86%) Robotics
9 15 (1.86%) Self-Motivation
10 12 (1.49%) Greenfield Project
11 11 (1.37%) Data Protection Act
11 11 (1.37%) Educational Technology
12 10 (1.24%) IoT
13 9 (1.12%) NHS
14 8 (0.99%) Clustering
14 8 (0.99%) Renewable Energy
15 7 (0.87%) Marketing Technology
Operating Systems
1 14 (1.74%) Linux
2 7 (0.87%) Windows
3 3 (0.37%) Apple iOS
3 3 (0.37%) Unix
3 3 (0.37%) Windows Server
4 1 (0.12%) Android
4 1 (0.12%) CentOS
4 1 (0.12%) Debian
4 1 (0.12%) macOS
4 1 (0.12%) Windows 10
Processes & Methodologies
1 465 (57.76%) Business Intelligence
2 461 (57.27%) Data Visualisation
3 435 (54.04%) Analytics
4 310 (38.51%) Decision-Making
5 267 (33.17%) AI
6 253 (31.43%) Problem-Solving
7 218 (27.08%) Actionable Insight
8 204 (25.34%) Data Analysis
9 197 (24.47%) Data Modelling
10 182 (22.61%) Continuous Improvement
11 175 (21.74%) Machine Learning
12 174 (21.61%) Agile
13 155 (19.25%) Stakeholder Management
14 153 (19.01%) Data Science
15 143 (17.76%) Data Engineering
16 124 (15.40%) Data Governance
17 122 (15.16%) Data Analytics
18 118 (14.66%) Dashboard Development
19 107 (13.29%) Data Pipeline
20 104 (12.92%) ETL
Programming Languages
1 431 (53.54%) SQL
2 346 (42.98%) Python
3 58 (7.20%) R
4 56 (6.96%) Data Analysis Expressions
5 47 (5.84%) C#
6 39 (4.84%) JavaScript
7 27 (3.35%) TypeScript
8 26 (3.23%) Ladder Logic
9 23 (2.86%) C++
9 23 (2.86%) Java
10 19 (2.36%) T-SQL
11 17 (2.11%) Scala
12 8 (0.99%) Kusto Query Language
12 8 (0.99%) PowerShell
13 6 (0.75%) C
14 5 (0.62%) Bash
14 5 (0.62%) Go
14 5 (0.62%) VBA
15 4 (0.50%) Rust
16 2 (0.25%) Kotlin
Qualifications
1 185 (22.98%) Degree
2 94 (11.68%) Security Cleared
3 62 (7.70%) SC Cleared
4 21 (2.61%) DV Cleared
5 20 (2.48%) HND
6 19 (2.36%) Computer Science Degree
6 19 (2.36%) Master's Degree
7 18 (2.24%) Azure Certification
7 18 (2.24%) Numerate Degree
8 17 (2.11%) PhD
9 16 (1.99%) HNC
10 15 (1.86%) Chartered Engineer
11 10 (1.24%) Microsoft Certification
12 9 (1.12%) BPSS Clearance
12 9 (1.12%) Postgraduate
13 8 (0.99%) ACCA
13 8 (0.99%) CIMA
14 5 (0.62%) DBS Check
15 3 (0.37%) AWS Certification
16 2 (0.25%) CSPO
Quality Assurance & Compliance
1 243 (30.19%) Data Quality
2 41 (5.09%) GDPR
3 32 (3.98%) Accessibility
4 29 (3.60%) QA
5 22 (2.73%) IEC 61131
6 19 (2.36%) Actionable Recommendations
7 15 (1.86%) California Consumer Privacy Act
8 7 (0.87%) PMO
9 4 (0.50%) ISO/IEC 27001
9 4 (0.50%) NEBOSH
9 4 (0.50%) NIST
9 4 (0.50%) NIST 800
10 3 (0.37%) ISO 19650
11 2 (0.25%) SOC 2
12 1 (0.12%) EU AI Act
12 1 (0.12%) GRC
12 1 (0.12%) ISO 20022
12 1 (0.12%) PERC
12 1 (0.12%) SEPA
12 1 (0.12%) TARGET2
System Software
1 25 (3.11%) Docker
2 3 (0.37%) Active Directory
3 1 (0.12%) Ceph
3 1 (0.12%) Lustre
3 1 (0.12%) NFS
3 1 (0.12%) Samba
3 1 (0.12%) Slurm Workload Manager
3 1 (0.12%) VMware Infrastructure
Systems Management
1 28 (3.48%) Kubernetes
2 8 (0.99%) EnCase
2 8 (0.99%) FTK
3 5 (0.62%) Ansible
4 2 (0.25%) Kibana
4 2 (0.25%) Microsoft Clustering
5 1 (0.12%) Consul
5 1 (0.12%) Functional Safety
5 1 (0.12%) Grafana
5 1 (0.12%) Kubeflow
5 1 (0.12%) logstash
5 1 (0.12%) MOM
5 1 (0.12%) Oracle ZFS
5 1 (0.12%) SysTrack
Vendors
1 178 (22.11%) Microsoft
2 84 (10.43%) Databricks
3 64 (7.95%) Google
4 31 (3.85%) Siemens
5 22 (2.73%) SAP
6 18 (2.24%) Oracle
7 13 (1.61%) YouTube
8 12 (1.49%) Salesforce
9 8 (0.99%) Cellebrite
9 8 (0.99%) Informatica
9 8 (0.99%) Nuix
9 8 (0.99%) Relativity
9 8 (0.99%) SYSPRO
10 7 (0.87%) Alteryx
10 7 (0.87%) Foundry
10 7 (0.87%) MicroStrategy
10 7 (0.87%) OpenAI
11 6 (0.75%) Adaptive Insights
11 6 (0.75%) Anaplan
11 6 (0.75%) CA Agile Central