Hybrid/Remote Visualisation Job Trends

Visualization
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Visualisation skills. It covers permanent job vacancies from the 6 months leading up to 5 October 2026, with comparisons to the same periods in the previous two years.

6 months to
5 Oct 2026
Same period 2025 Same period 2024
Rank 235 171 114
Rank change year-on-year -64 -57 -9
Permanent jobs citing Visualisation 256 295 628
As % of all permanent jobs with remote/hybrid work options 1.03% 1.76% 2.83%
As % of the Processes & Methodologies category 1.28% 1.87% 3.21%
Number of salaries quoted 134 201 262
10th Percentile £40,345 £38,869 £39,573
25th Percentile £41,750 £45,000 £51,250
Median annual salary (50th Percentile) £55,000 £57,500 £70,000
Median % change year-on-year -4.35% -17.86% +16.67%
75th Percentile £76,875 £76,250 £80,000
90th Percentile £102,500 £88,750 £93,750
UK median annual salary £51,356 £56,500 £65,000
% change year-on-year -9.10% -13.08% +8.33%

All Process & Methodology Skills
Work from Home

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 with remote or hybrid options requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 20,042 15,769 19,580
As % of all permanent jobs with a WFH option 80.69% 93.82% 88.17%
Number of salaries quoted 14,290 8,427 11,609
10th Percentile £33,750 £29,750 £35,250
25th Percentile £44,500 £40,000 £45,000
Median annual salary (50th Percentile) £60,000 £57,500 £60,000
Median % change year-on-year +4.35% -4.17% -4.00%
75th Percentile £80,000 £78,750 £80,000
90th Percentile £100,000 £100,000 £101,250
UK median annual salary £60,000 £55,000 £59,430
% change year-on-year +9.09% -7.45% -0.95%

Visualisation
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Visualisation and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Visualisation job vacancy trend for remote/hybrid jobs

Visualisation
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Visualisation.

Salary distribution trend for jobs with remote/hybrid work options citing Visualisation

Visualisation
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Visualisation over the 6 months to 5 October 2026.

Visualisation salary histogram for jobs with remote/hybrid work options

Visualisation
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs 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 9 (3.52%) Apache Spark
2 7 (2.73%) SAS
2 7 (2.73%) SharePoint
3 1 (0.39%) Apache
3 1 (0.39%) ArcGIS
3 1 (0.39%) CMS
3 1 (0.39%) Confluence
Applications
1 35 (13.67%) Microsoft Excel
2 5 (1.95%) Chatbot
3 4 (1.56%) Blender
4 3 (1.17%) Maya
5 2 (0.78%) 3ds Max
5 2 (0.78%) Adobe After Effects
5 2 (0.78%) Microsoft Office
5 2 (0.78%) Notion
5 2 (0.78%) Photoshop
5 2 (0.78%) Revit
6 1 (0.39%) Adobe Illustrator
6 1 (0.39%) Adobe Premiere
6 1 (0.39%) AutoCAD
6 1 (0.39%) InDesign
6 1 (0.39%) Lightworks
6 1 (0.39%) Microsoft PowerPoint
6 1 (0.39%) Microsoft Project
6 1 (0.39%) Spreadsheet
6 1 (0.39%) SPSS
Business Applications
1 4 (1.56%) Dynamics CRM
2 3 (1.17%) Dynamics GP
3 1 (0.39%) NetSuite
3 1 (0.39%) Sparx Enterprise Architect
Cloud Services
1 155 (60.55%) Power Platform
2 50 (19.53%) Azure
3 29 (11.33%) AWS
4 25 (9.77%) GCP
5 23 (8.98%) SaaS
6 15 (5.86%) Microsoft Purview
7 12 (4.69%) Microsoft 365
8 11 (4.30%) Google Analytics
9 10 (3.91%) dbt
10 9 (3.52%) Snowflake
11 8 (3.13%) Amazon S3
11 8 (3.13%) Serverless
12 7 (2.73%) Power Automate
12 7 (2.73%) PowerApps
13 6 (2.34%) Azure DevOps
13 6 (2.34%) GitHub
14 5 (1.95%) Copilot Studio
14 5 (1.95%) Dynamics 365
14 5 (1.95%) Vertex AI
15 4 (1.56%) Azure Data Factory
Communications & Networking
1 6 (2.34%) 5G
1 6 (2.34%) Broadband
2 2 (0.78%) MQTT
2 2 (0.78%) Network Security
3 1 (0.39%) HTTP
3 1 (0.39%) Modbus
3 1 (0.39%) TCP/IP
3 1 (0.39%) X.509
Database & Business Intelligence
1 155 (60.55%) Power BI
2 58 (22.66%) Tableau
3 24 (9.38%) Looker
4 20 (7.81%) Data Warehouse
5 13 (5.08%) Big Data
5 13 (5.08%) Data Lake
5 13 (5.08%) SQL Server Integration Services
6 11 (4.30%) Power Query
6 11 (4.30%) SQL Server
7 8 (3.13%) BigQuery
7 8 (3.13%) Metadata
8 7 (2.73%) DynamoDB
8 7 (2.73%) PostgreSQL
8 7 (2.73%) SQL Server Reporting Services
9 6 (2.34%) Amazon Athena
9 6 (2.34%) Semantic Layer
10 5 (1.95%) SQL Server Analysis Services
11 4 (1.56%) Data Mining
11 4 (1.56%) NoSQL
11 4 (1.56%) OLAP
Development Applications
1 18 (7.03%) Git
2 4 (1.56%) JIRA
3 2 (0.78%) GitLab
3 2 (0.78%) Jenkins
4 1 (0.39%) ER Studio
4 1 (0.39%) ERwin
General
1 135 (52.73%) Analytical Skills
2 116 (45.31%) Social Skills
3 76 (29.69%) Finance
4 42 (16.41%) Inclusion and Diversity
5 29 (11.33%) Retail
6 25 (9.77%) Marketing
7 23 (8.98%) Public Sector
8 22 (8.59%) Law
9 18 (7.03%) Organisational Skills
10 17 (6.64%) Banking
11 11 (4.30%) Presentation Skills
12 10 (3.91%) Financial Institution
12 10 (3.91%) Influencing Skills
13 7 (2.73%) Legal
13 7 (2.73%) Local Government
14 6 (2.34%) Documentation Skills
14 6 (2.34%) Military
15 4 (1.56%) Advertising
15 4 (1.56%) Aerospace
15 4 (1.56%) Aviation
Job Titles
1 67 (26.17%) Analyst
2 47 (18.36%) Senior
3 41 (16.02%) Data Analyst
4 32 (12.50%) Lead
5 22 (8.59%) Developer
6 21 (8.20%) Data Engineer
7 17 (6.64%) Data Manager
7 17 (6.64%) Senior Analyst
8 14 (5.47%) Data Governance Analyst
8 14 (5.47%) Data Governance Manager
8 14 (5.47%) Governance Manager
9 13 (5.08%) Data Scientist
10 11 (4.30%) Senior Data Analyst
10 11 (4.30%) Software Engineer
11 10 (3.91%) MI Developer
12 9 (3.52%) Consultant
13 8 (3.13%) Insight Executive
14 7 (2.73%) Digital Analyst
15 6 (2.34%) Architect
15 6 (2.34%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 9 (3.52%) Terraform
2 8 (3.13%) PySpark
2 8 (3.13%) REST
3 6 (2.34%) Pandas
3 6 (2.34%) React
3 6 (2.34%) Streamlit
4 5 (1.95%) RESTful
5 4 (1.56%) .NET
5 4 (1.56%) Kafka
6 3 (1.17%) Django
6 3 (1.17%) Express.js
6 3 (1.17%) Godot
6 3 (1.17%) JSON
6 3 (1.17%) Node.js
6 3 (1.17%) NumPy
6 3 (1.17%) Unity (Game Engine)
6 3 (1.17%) Unreal Engine
6 3 (1.17%) WebSockets
6 3 (1.17%) WebXR
7 2 (0.78%) Playwright
Miscellaneous
1 18 (7.03%) Product Ownership
2 17 (6.64%) Algorithms
3 13 (5.08%) Management Information System
4 10 (3.91%) Cloud Native
5 9 (3.52%) Blog
6 8 (3.13%) Clustering
6 8 (3.13%) Data Structures
6 8 (3.13%) Onboarding
7 7 (2.73%) Self-Motivation
8 6 (2.34%) AI Agents
9 5 (1.95%) Credit Risk
9 5 (1.95%) Housing Association
10 4 (1.56%) Cyber Defence
10 4 (1.56%) Cyber Threat
10 4 (1.56%) Driving Licence
10 4 (1.56%) Educational Technology
10 4 (1.56%) FMCG
10 4 (1.56%) NHS
10 4 (1.56%) Security Posture
11 3 (1.17%) Distributed Systems
Operating Systems
1 3 (1.17%) Linux
2 2 (0.78%) Windows
3 1 (0.39%) Apple iOS
3 1 (0.39%) Windows Server
Processes & Methodologies
1 156 (60.94%) Business Intelligence
2 136 (53.13%) Analytics
2 136 (53.13%) Data Visualisation
3 123 (48.05%) Decision-Making
4 95 (37.11%) AI
5 83 (32.42%) Problem-Solving
6 80 (31.25%) Actionable Insight
7 67 (26.17%) Data Analysis
8 66 (25.78%) Data Modelling
9 57 (22.27%) Stakeholder Management
10 55 (21.48%) Continuous Improvement
11 50 (19.53%) Agile
12 43 (16.80%) Machine Learning
13 37 (14.45%) Dashboard Development
13 37 (14.45%) ETL
14 36 (14.06%) Data Governance
15 34 (13.28%) Data Analytics
15 34 (13.28%) Data Engineering
16 32 (12.50%) Data Science
16 32 (12.50%) Stakeholder Engagement
Programming Languages
1 126 (49.22%) SQL
2 69 (26.95%) Python
3 18 (7.03%) R
4 16 (6.25%) Data Analysis Expressions
5 15 (5.86%) C#
6 10 (3.91%) JavaScript
6 10 (3.91%) T-SQL
7 8 (3.13%) Kusto Query Language
8 7 (2.73%) TypeScript
9 6 (2.34%) C++
9 6 (2.34%) PowerShell
10 2 (0.78%) Formula Language
10 2 (0.78%) Scala
11 1 (0.39%) Bash
11 1 (0.39%) C
11 1 (0.39%) Go
11 1 (0.39%) Google Apps Script
11 1 (0.39%) Java
Qualifications
1 35 (13.67%) Security Cleared
2 34 (13.28%) Degree
3 29 (11.33%) SC Cleared
4 6 (2.34%) BPSS Clearance
4 6 (2.34%) Numerate Degree
5 5 (1.95%) DV Cleared
6 4 (1.56%) Azure Certification
6 4 (1.56%) DBS Check
6 4 (1.56%) Postgraduate
7 3 (1.17%) Computer Science Degree
7 3 (1.17%) Master's Degree
7 3 (1.17%) Microsoft Certification
8 2 (0.78%) PhD
9 1 (0.39%) ACCA
9 1 (0.39%) AWS Certification
9 1 (0.39%) CIMA
9 1 (0.39%) HNC
9 1 (0.39%) HND
9 1 (0.39%) OCP
9 1 (0.39%) Oracle Certification
Quality Assurance & Compliance
1 63 (24.61%) Data Quality
2 21 (8.20%) GDPR
3 18 (7.03%) Accessibility
4 15 (5.86%) California Consumer Privacy Act
5 8 (3.13%) Actionable Recommendations
6 4 (1.56%) ISO/IEC 27001
6 4 (1.56%) NIST
6 4 (1.56%) NIST 800
7 3 (1.17%) PMO
7 3 (1.17%) QA
8 1 (0.39%) HIPAA
8 1 (0.39%) PERC
System Software
1 8 (3.13%) Docker
2 1 (0.39%) Active Directory
2 1 (0.39%) VMware Infrastructure
Systems Management
1 6 (2.34%) Kubernetes
2 2 (0.78%) Ansible
3 1 (0.39%) Consul
3 1 (0.39%) Kibana
3 1 (0.39%) logstash
3 1 (0.39%) MOM
3 1 (0.39%) SysTrack
Vendors
1 54 (21.09%) Microsoft
2 19 (7.42%) Databricks
3 16 (6.25%) Google
4 9 (3.52%) Salesforce
5 7 (2.73%) SAP
5 7 (2.73%) YouTube
6 3 (1.17%) Informatica
6 3 (1.17%) Talend
7 2 (0.78%) Adobe
7 2 (0.78%) Dataiku
7 2 (0.78%) Intapp
7 2 (0.78%) OpenAI
7 2 (0.78%) Oracle
8 1 (0.39%) Alteryx
8 1 (0.39%) Braze
8 1 (0.39%) Nexthink
8 1 (0.39%) Red Hat
8 1 (0.39%) Sparx
8 1 (0.39%) VMware
8 1 (0.39%) Zoho