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

6 months to
10 Oct 2026
Same period 2025 Same period 2024
Rank 275 151 119
Rank change year-on-year -124 -32 +11
Permanent jobs citing Visualisation 782 1,028 1,555
As % of all permanent jobs in the UK 0.66% 2.08% 2.14%
As % of the Processes & Methodologies category 0.90% 2.34% 2.60%
Number of salaries quoted 441 475 727
10th Percentile £30,750 £37,500 £39,444
25th Percentile £40,000 £42,500 £48,750
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 £80,625
90th Percentile £91,250 £95,000 £97,500
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 86,418 43,977 59,769
As % of all permanent jobs advertised in the UK 73.19% 88.96% 82.26%
Number of salaries quoted 59,113 24,503 32,039
10th Percentile £31,250 £28,250 £32,500
25th Percentile £41,250 £36,250 £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 £77,500
90th Percentile £100,000 £95,000 £97,500
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 10 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 10 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 -102 704 £52,231 -8.37% 1,735
UK excluding London -131 436 £45,000 -5.26% 858
London -89 298 £62,174 -9.57% 1,018
Work from Home -63 260 £55,000 -4.35% 715
North of England -19 133 £42,500 -10.53% 174
Midlands -39 95 £47,500 +11.76% 140
North West +5 88 £42,500 -11.46% 93
South East -125 79 £45,000 -6.74% 217
South West -77 55 £42,500 -15.00% 81
West Midlands -42 48 £45,000 -10.00% 95
East Midlands -38 47 £70,000 +64.71% 45
Yorkshire -25 32 £52,500 +20.00% 55
East of England -39 25 £44,250 -26.73% 86
Wales -59 25 £45,175 +2.67% 22
Scotland -59 24 £75,000 +30.43% 93
North East -67 13 £41,919 -11.75% 26

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 (3.32%) Apache Spark
2 17 (2.17%) SharePoint
3 7 (0.90%) SAS
4 6 (0.77%) Apache Airflow
5 5 (0.64%) Apache
5 5 (0.64%) WinCC
6 4 (0.51%) ArcGIS
7 3 (0.38%) 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%) govService
9 1 (0.13%) Jupyter
9 1 (0.13%) WordPress
Applications
1 111 (14.19%) Microsoft Excel
2 33 (4.22%) Microsoft Office
3 22 (2.81%) EPLAN
4 6 (0.77%) Chatbot
5 5 (0.64%) 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 (0.26%) Adobe After Effects
8 2 (0.26%) Adobe Illustrator
8 2 (0.26%) AutoCAD
8 2 (0.26%) InDesign
8 2 (0.26%) Microsoft PowerPoint
8 2 (0.26%) SPSS
8 2 (0.26%) Windchill
9 1 (0.13%) CINEMA 4D
Business Applications
1 5 (0.64%) 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
1 422 (53.96%) Power Platform
2 190 (24.30%) Azure
3 126 (16.11%) AWS
4 72 (9.21%) GCP
5 47 (6.01%) Azure DevOps
6 40 (5.12%) Azure Data Factory
6 40 (5.12%) Snowflake
7 38 (4.86%) dbt
8 35 (4.48%) SaaS
9 31 (3.96%) Microsoft Purview
10 30 (3.84%) Google Analytics
11 26 (3.32%) Power Automate
12 25 (3.20%) Microsoft 365
13 21 (2.69%) Azure Machine Learning
13 21 (2.69%) PowerApps
14 14 (1.79%) Amazon S3
14 14 (1.79%) GitHub
15 13 (1.66%) Azure Synapse Analytics
15 13 (1.66%) Dynamics 365
16 12 (1.53%) Azure Databricks
Communications & Networking
1 24 (3.07%) Profibus
2 10 (1.28%) Internet
3 7 (0.90%) Broadband
4 6 (0.77%) 5G
4 6 (0.77%) Modbus
5 5 (0.64%) TCP/IP
5 5 (0.64%) VLAN
6 4 (0.51%) MQTT
7 3 (0.38%) HTTP
7 3 (0.38%) Wireless
8 2 (0.26%) Ethernet
8 2 (0.26%) SD-WAN
8 2 (0.26%) SNMP
8 2 (0.26%) WAN
9 1 (0.13%) DHCP
9 1 (0.13%) DNS
9 1 (0.13%) Intranet
9 1 (0.13%) Remote Desktop
9 1 (0.13%) RTP
9 1 (0.13%) X.509
Database & Business Intelligence
1 422 (53.96%) Power BI
2 178 (22.76%) Tableau
3 87 (11.13%) Data Warehouse
4 56 (7.16%) Looker
5 54 (6.91%) Power Query
6 43 (5.50%) SQL Server
7 35 (4.48%) Data Lake
8 29 (3.71%) Big Data
9 28 (3.58%) Metadata
10 27 (3.45%) Relational Database
11 26 (3.32%) SQL Server Reporting Services
12 25 (3.20%) Data Mining
13 24 (3.07%) SQL Server Integration Services
14 21 (2.69%) Amazon QuickSight
14 21 (2.69%) BigQuery
15 17 (2.17%) Azure SQL Database
16 16 (2.05%) PostgreSQL
17 14 (1.79%) NoSQL
17 14 (1.79%) Star Schema
18 12 (1.53%) QlikView
Development Applications
1 48 (6.14%) Git
2 11 (1.41%) Jenkins
3 6 (0.77%) JIRA
4 5 (0.64%) GitLab
4 5 (0.64%) Visual Studio
5 2 (0.26%) Eclipse
5 2 (0.26%) ERwin
5 2 (0.26%) SQL Server Management Studio (SSMS)
5 2 (0.26%) 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
1 364 (46.55%) Analytical Skills
2 355 (45.40%) Social Skills
3 273 (34.91%) Finance
4 93 (11.89%) Marketing
5 68 (8.70%) Public Sector
6 63 (8.06%) Inclusion and Diversity
7 61 (7.80%) Retail
8 58 (7.42%) Law
9 49 (6.27%) Organisational Skills
10 40 (5.12%) Banking
11 32 (4.09%) Legal
12 30 (3.84%) Manufacturing
13 26 (3.32%) Back Office
14 25 (3.20%) Military
15 23 (2.94%) Influencing Skills
15 23 (2.94%) Presentation Skills
16 22 (2.81%) Telecoms
17 13 (1.66%) Financial Institution
17 13 (1.66%) Local Government
18 11 (1.41%) Advertising
Job Titles
1 216 (27.62%) Analyst
2 132 (16.88%) Senior
3 124 (15.86%) Data Analyst
4 80 (10.23%) Lead
5 79 (10.10%) Developer
6 68 (8.70%) Data Engineer
7 41 (5.24%) Consultant
8 39 (4.99%) Senior Analyst
9 35 (4.48%) Software Engineer
10 30 (3.84%) Data Scientist
11 29 (3.71%) Senior Data Analyst
12 28 (3.58%) Business Intelligence Analyst
12 28 (3.58%) Data Manager
13 27 (3.45%) Analytics Manager
14 24 (3.07%) Automation Engineer
15 20 (2.56%) Data Consultant
15 20 (2.56%) Power BI Analyst
16 18 (2.30%) Business Intelligence Developer
17 17 (2.17%) Financial Analyst
17 17 (2.17%) Team Leader
Libraries, Frameworks & Software Standards
1 33 (4.22%) PySpark
2 26 (3.32%) .NET
3 22 (2.81%) Terraform
4 20 (2.56%) Pandas
4 20 (2.56%) React
5 19 (2.43%) CSS
5 19 (2.43%) Kafka
6 16 (2.05%) REST
7 15 (1.92%) NumPy
8 12 (1.53%) HTML
8 12 (1.53%) PyTorch
8 12 (1.53%) Streamlit
8 12 (1.53%) TensorFlow
9 10 (1.28%) AngularJS
9 10 (1.28%) scikit-learn
9 10 (1.28%) Unreal Engine
10 9 (1.15%) jQuery
10 9 (1.15%) RESTful
11 8 (1.02%) Ajax
11 8 (1.02%) Django
Miscellaneous
1 66 (8.44%) Onboarding
2 62 (7.93%) Management Information System
3 37 (4.73%) Algorithms
4 33 (4.22%) Product Ownership
5 30 (3.84%) SCADA
6 22 (2.81%) Cloud Native
7 21 (2.69%) Blog
8 17 (2.17%) Analytical Mindset
8 17 (2.17%) Data Structures
9 15 (1.92%) Self-Motivation
10 14 (1.79%) Robotics
11 13 (1.66%) AI Agents
12 12 (1.53%) Greenfield Project
13 11 (1.41%) Data Protection Act
14 10 (1.28%) Educational Technology
14 10 (1.28%) NHS
15 9 (1.15%) IoT
16 8 (1.02%) Clustering
16 8 (1.02%) Renewable Energy
17 7 (0.90%) Marketing Technology
Operating Systems
1 14 (1.79%) Linux
2 7 (0.90%) 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%) Mac OS X
4 1 (0.13%) Windows 10
Processes & Methodologies
1 454 (58.06%) Business Intelligence
2 447 (57.16%) Data Visualisation
3 419 (53.58%) Analytics
4 302 (38.62%) Decision-Making
5 257 (32.86%) AI
6 247 (31.59%) Problem-Solving
7 209 (26.73%) Actionable Insight
8 198 (25.32%) Data Analysis
9 189 (24.17%) Data Modelling
10 175 (22.38%) Continuous Improvement
11 170 (21.74%) Agile
11 170 (21.74%) Machine Learning
12 148 (18.93%) Data Science
13 144 (18.41%) Stakeholder Management
14 141 (18.03%) Data Engineering
15 121 (15.47%) Data Governance
16 118 (15.09%) Data Analytics
17 116 (14.83%) Dashboard Development
18 103 (13.17%) Data Pipeline
19 99 (12.66%) ETL
Programming Languages
1 420 (53.71%) SQL
2 336 (42.97%) Python
3 57 (7.29%) Data Analysis Expressions
4 56 (7.16%) R
5 47 (6.01%) C#
6 40 (5.12%) JavaScript
7 26 (3.32%) TypeScript
8 24 (3.07%) Ladder Logic
9 22 (2.81%) C++
9 22 (2.81%) Java
10 18 (2.30%) T-SQL
11 17 (2.17%) Scala
12 8 (1.02%) Kusto Query Language
12 8 (1.02%) PowerShell
13 6 (0.77%) C
14 5 (0.64%) Bash
14 5 (0.64%) Go
14 5 (0.64%) VBA
15 4 (0.51%) Rust
16 2 (0.26%) Kotlin
Qualifications
1 179 (22.89%) Degree
2 94 (12.02%) Security Cleared
3 62 (7.93%) SC Cleared
4 21 (2.69%) DV Cleared
5 18 (2.30%) Computer Science Degree
5 18 (2.30%) HND
5 18 (2.30%) Numerate Degree
6 17 (2.17%) Azure Certification
6 17 (2.17%) Master's Degree
7 15 (1.92%) HNC
7 15 (1.92%) PhD
8 14 (1.79%) Chartered Engineer
9 10 (1.28%) Microsoft Certification
10 9 (1.15%) BPSS Clearance
10 9 (1.15%) Postgraduate
11 7 (0.90%) ACCA
11 7 (0.90%) CIMA
12 5 (0.64%) DBS Check
13 3 (0.38%) AWS Certification
14 2 (0.26%) CSPO
Quality Assurance & Compliance
1 239 (30.56%) Data Quality
2 43 (5.50%) GDPR
3 31 (3.96%) Accessibility
4 24 (3.07%) QA
5 20 (2.56%) IEC 61131
6 17 (2.17%) Actionable Recommendations
7 15 (1.92%) California Consumer Privacy Act
8 6 (0.77%) 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 (0.26%) ISO 19650
10 2 (0.26%) 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 (3.20%) 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 (3.58%) Kubernetes
2 7 (0.90%) EnCase
2 7 (0.90%) FTK
3 5 (0.64%) Ansible
4 2 (0.26%) Kibana
4 2 (0.26%) 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
1 172 (21.99%) Microsoft
2 79 (10.10%) Databricks
3 63 (8.06%) Google
4 29 (3.71%) Siemens
5 21 (2.69%) SAP
6 15 (1.92%) Oracle
7 13 (1.66%) YouTube
8 11 (1.41%) Salesforce
9 8 (1.02%) Informatica
9 8 (1.02%) SYSPRO
10 7 (0.90%) Alteryx
10 7 (0.90%) Cellebrite
10 7 (0.90%) MicroStrategy
10 7 (0.90%) Nuix
10 7 (0.90%) Relativity
11 6 (0.77%) CA Agile Central
11 6 (0.77%) Foundry
11 6 (0.77%) OpenAI
12 5 (0.64%) Anaplan
12 5 (0.64%) AVEVA