Hybrid/Remote Visualisation Contract Job Trends

Visualization
UK > Work from Home

The table below provides summary statistics and contractor rates for remote or hybrid contract work requiring Visualisation skills. It covers contract job vacancies from the 6 months leading up to 13 December 2025, with comparisons to the same periods in the previous two years.

6 months to
13 Dec 2025
Same period 2024 Same period 2023
Rank 106 73 115
Rank change year-on-year -33 +42 +39
Contract jobs citing Visualisation 256 353 372
As % of all contract jobs with remote/hybrid work options 2.51% 2.91% 2.09%
As % of the Processes & Methodologies category 2.76% 3.29% 2.35%
Number of daily rates quoted 159 228 252
10th Percentile £362 £341 £307
25th Percentile £413 £412 £400
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - -4.76%
75th Percentile £600 £650 £613
90th Percentile £725 £808 £688
UK median daily rate £500 £500 £523
% change year-on-year - -4.31% -2.88%
Number of hourly rates quoted 23 17 25
10th Percentile £18.25 £20.15 £22.65
25th Percentile £55.63 £22.00 £26.00
Median hourly rate £65.00 £31.50 £33.00
Median % change year-on-year +106.35% -4.55% -49.23%
75th Percentile - £65.00 £50.00
90th Percentile - - £72.00
UK median hourly rate £61.25 £49.34 £46.18
% change year-on-year +24.14% +6.84% -28.95%

All Process and 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 contract job vacancies with remote or hybrid options requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 9,282 10,741 15,802
As % of all contract jobs with a WFH option 91.14% 88.53% 88.84%
Number of daily rates quoted 6,142 6,773 10,840
10th Percentile £325 £325 £340
25th Percentile £413 £413 £425
Median daily rate (50th Percentile) £513 £525 £525
Median % change year-on-year -2.38% - -4.55%
75th Percentile £619 £638 £638
90th Percentile £724 £750 £738
UK median daily rate £500 £525 £533
% change year-on-year -4.76% -1.50% -3.09%
Number of hourly rates quoted 326 222 384
10th Percentile £15.18 £17.58 £19.99
25th Percentile £20.25 £22.50 £26.25
Median hourly rate £41.59 £37.50 £52.50
Median % change year-on-year +10.91% -28.57% -4.55%
75th Percentile £65.00 £65.00 £70.00
90th Percentile £70.00 £75.00 £86.50
UK median hourly rate £25.13 £33.00 £42.50
% change year-on-year -23.86% -22.35% +21.43%

Visualisation
Job Vacancy Trend for Remote/Hybrid Jobs

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

Visualisation job vacancy trend for remote/hybrid jobs

Visualisation
Daily Rate Trend for Remote/Hybrid Jobs

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing Visualisation.

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing Visualisation

Visualisation
Daily Rate Histogram for Remote/Hybrid Jobs

Daily rate distribution for jobs with remote/hybrid work options citing Visualisation over the 6 months to 13 December 2025.

Visualisation daily rate histogram for jobs with remote/hybrid work options

Visualisation
Hourly Rate Trend for Remote/Hybrid Jobs

Contractor hourly rate distribution trend for jobs with remote/hybrid work options citing Visualisation.

Contractor hourly rate distribution trend for jobs with remote/hybrid work options citing Visualisation

Visualisation
Hourly Rate Histogram for Remote/Hybrid Jobs

Hourly rate distribution for jobs with remote working options citing Visualisation over the 6 months to 13 December 2025.

Visualisation hourly rate histogram for jobs with remote/hybrid working 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 15 (5.86%) Apache Spark
2 12 (4.69%) Confluence
3 9 (3.52%) Apache
3 9 (3.52%) Apache Airflow
4 5 (1.95%) SharePoint
5 4 (1.56%) Jupyter
6 3 (1.17%) SAS
6 3 (1.17%) WebLogic
7 1 (0.39%) Adobe Experience Manager
7 1 (0.39%) Apache Superset
7 1 (0.39%) CMS
7 1 (0.39%) GeoServer
7 1 (0.39%) Headless CMS
7 1 (0.39%) OpenStack
7 1 (0.39%) PowerFactory
7 1 (0.39%) Sitecore CMS
7 1 (0.39%) Smallworld
Applications
1 38 (14.84%) Microsoft Excel
2 7 (2.73%) Microsoft PowerPoint
3 5 (1.95%) Microsoft Office
4 3 (1.17%) Microsoft Project
4 3 (1.17%) MS Visio
5 2 (0.78%) Navisworks
5 2 (0.78%) Revit
6 1 (0.39%) Adobe After Effects
6 1 (0.39%) Adobe Illustrator
6 1 (0.39%) Blender
6 1 (0.39%) CINEMA 4D
6 1 (0.39%) Oracle Smart View
6 1 (0.39%) Photoshop
6 1 (0.39%) ProjectWise
Business Applications
1 3 (1.17%) SAP S/4HANA
2 2 (0.78%) Salesforce CRM
3 1 (0.39%) Actimize
3 1 (0.39%) Aladdin
3 1 (0.39%) Oracle EBS R12
3 1 (0.39%) Shopify
3 1 (0.39%) Workday HCM
Cloud Services
1 118 (46.09%) Power Platform
2 57 (22.27%) Azure
3 47 (18.36%) AWS
4 18 (7.03%) Snowflake
5 17 (6.64%) GCP
6 14 (5.47%) Azure Data Factory
7 10 (3.91%) Azure Synapse Analytics
8 8 (3.13%) Power Automate
8 8 (3.13%) Serverless
9 7 (2.73%) PowerApps
10 6 (2.34%) Amazon S3
10 6 (2.34%) Azure DevOps
10 6 (2.34%) Cloud Computing
11 5 (1.95%) Amazon SageMaker
11 5 (1.95%) AWS Lambda
12 4 (1.56%) dbt
13 3 (1.17%) Azure Monitor
13 3 (1.17%) GitHub
13 3 (1.17%) Microsoft 365
14 2 (0.78%) Virtual Private Cloud
Communications & Networking
1 19 (7.42%) TCP/IP
2 18 (7.03%) Ethernet
3 2 (0.78%) SNMP
4 1 (0.39%) DNS
4 1 (0.39%) Firewall
4 1 (0.39%) HTTP
4 1 (0.39%) Kerberos
4 1 (0.39%) LAN
4 1 (0.39%) SSH
Database & Business Intelligence
1 118 (46.09%) Power BI
2 47 (18.36%) Tableau
3 31 (12.11%) Data Warehouse
4 17 (6.64%) Big Data
5 15 (5.86%) Power Query
6 13 (5.08%) Hadoop
7 12 (4.69%) Relational Database
8 11 (4.30%) SQL Server
9 10 (3.91%) PostgreSQL
10 8 (3.13%) Azure SQL Database
10 8 (3.13%) Data Lake
11 7 (2.73%) Metadata
11 7 (2.73%) MySQL
12 6 (2.34%) BigQuery
12 6 (2.34%) Snowflake Schema
12 6 (2.34%) SQL Server Reporting Services
13 4 (1.56%) Data Vault
14 3 (1.17%) Geospatial Data
14 3 (1.17%) Looker
14 3 (1.17%) QGIS
Development Applications
1 25 (9.77%) Git
2 18 (7.03%) Eclipse
2 18 (7.03%) JIRA
2 18 (7.03%) Visual Studio
3 5 (1.95%) Jenkins
4 1 (0.39%) git-flow
4 1 (0.39%) GitLab
4 1 (0.39%) Postman
4 1 (0.39%) REST Assured
4 1 (0.39%) Selenium
4 1 (0.39%) Terragrunt
General
1 115 (44.92%) Social Skills
2 72 (28.13%) Analytical Skills
3 57 (22.27%) Finance
4 23 (8.98%) Presentation Skills
5 22 (8.59%) Military
6 18 (7.03%) Public Sector
7 17 (6.64%) Banking
8 10 (3.91%) Marketing
9 8 (3.13%) Organisational Skills
9 8 (3.13%) Retail
10 7 (2.73%) Pharmaceutical
11 6 (2.34%) Manufacturing
12 5 (1.95%) Inclusion and Diversity
12 5 (1.95%) Influencing Skills
12 5 (1.95%) Legal
12 5 (1.95%) Publishing
13 4 (1.56%) Front Office
13 4 (1.56%) Investment Banking
13 4 (1.56%) Telecoms
14 3 (1.17%) Local Government
Job Titles
1 49 (19.14%) Analyst
2 42 (16.41%) Developer
3 29 (11.33%) Data Engineer
4 27 (10.55%) Data Analyst
5 20 (7.81%) Senior
6 17 (6.64%) Architect
6 17 (6.64%) Data Scientist
6 17 (6.64%) Lead
6 17 (6.64%) Software Engineer
7 16 (6.25%) Business Intelligence Developer
7 16 (6.25%) C# Software Engineer
7 16 (6.25%) Consultant
8 13 (5.08%) Business Analyst
8 13 (5.08%) C++ Software Engineer
9 12 (4.69%) Power BI Developer
10 10 (3.91%) Technical Analyst
11 8 (3.13%) Python Data Engineer
11 8 (3.13%) Python Engineer
11 8 (3.13%) Solutions Architect
12 7 (2.73%) Power BI Analyst
Libraries, Frameworks & Software Standards
1 21 (8.20%) Web Services
2 19 (7.42%) Node.js
3 18 (7.03%) Pandas
4 14 (5.47%) NumPy
4 14 (5.47%) scikit-learn
5 10 (3.91%) REST
6 9 (3.52%) CSS
6 9 (3.52%) HTML
7 8 (3.13%) React
8 7 (2.73%) Plotly
9 6 (2.34%) Matplotlib
10 5 (1.95%) PySpark
10 5 (1.95%) Seaborn
11 4 (1.56%) Flask
11 4 (1.56%) Kafka
11 4 (1.56%) OAuth
11 4 (1.56%) PyTorch
11 4 (1.56%) RESTful
11 4 (1.56%) TensorFlow
11 4 (1.56%) Vue
Miscellaneous
1 11 (4.30%) Analytical Mindset
1 11 (4.30%) Cloud Native
2 10 (3.91%) Algorithms
3 8 (3.13%) Product Ownership
4 6 (2.34%) Data Structures
4 6 (2.34%) Reinsurance
5 3 (1.17%) AI Agents
5 3 (1.17%) Animation
5 3 (1.17%) Credit Risk
5 3 (1.17%) Distributed Computing
5 3 (1.17%) Hedge funds
5 3 (1.17%) Life Science
5 3 (1.17%) Management Information System
5 3 (1.17%) Onboarding
6 2 (0.78%) Enterprise Software
6 2 (0.78%) Genomics
6 2 (0.78%) Greenfield Project
6 2 (0.78%) Legacy Systems
6 2 (0.78%) PMI
6 2 (0.78%) Self-Motivation
Operating Systems
1 29 (11.33%) Linux
2 23 (8.98%) Windows
3 5 (1.95%) Unix
Processes & Methodologies
1 132 (51.56%) Business Intelligence
2 120 (46.88%) Data Visualisation
3 93 (36.33%) Analytics
4 76 (29.69%) Data Modelling
5 70 (27.34%) Agile
6 63 (24.61%) Decision-Making
7 61 (23.83%) Data Analysis
8 60 (23.44%) Problem-Solving
9 51 (19.92%) Data Science
10 48 (18.75%) Data Pipeline
11 46 (17.97%) Validation
12 42 (16.41%) AI
12 42 (16.41%) ETL
13 40 (15.63%) Actionable Insight
13 40 (15.63%) CI/CD
14 37 (14.45%) Machine Learning
15 32 (12.50%) Data Governance
16 29 (11.33%) Stakeholder Engagement
16 29 (11.33%) Stakeholder Management
17 28 (10.94%) Data Engineering
Programming Languages
1 128 (50.00%) SQL
2 98 (38.28%) Python
3 28 (10.94%) JavaScript
4 20 (7.81%) C#
4 20 (7.81%) C++
5 18 (7.03%) Data Analysis Expressions
5 18 (7.03%) R
6 5 (1.95%) Java
6 5 (1.95%) Scala
6 5 (1.95%) TypeScript
7 4 (1.56%) Go
7 4 (1.56%) PL/SQL
7 4 (1.56%) PowerShell
8 3 (1.17%) VBA
9 2 (0.78%) Bash
9 2 (0.78%) Google Apps Script
9 2 (0.78%) PHP
9 2 (0.78%) T-SQL
10 1 (0.39%) Apex Code
10 1 (0.39%) MATLAB
Qualifications
1 39 (15.23%) Security Cleared
2 28 (10.94%) SC Cleared
3 26 (10.16%) Degree
4 13 (5.08%) Master's Degree
5 6 (2.34%) DV Cleared
6 4 (1.56%) Azure Certification
6 4 (1.56%) BPSS Clearance
6 4 (1.56%) CISM
6 4 (1.56%) CISSP
6 4 (1.56%) PhD
7 3 (1.17%) Computer Science Degree
7 3 (1.17%) Microsoft Certification
7 3 (1.17%) PMI Certification
8 2 (0.78%) CBAP
8 2 (0.78%) CFA
8 2 (0.78%) TOGAF Certification
9 1 (0.39%) CTC Cleared
9 1 (0.39%) ITIL Certification
9 1 (0.39%) MBA
9 1 (0.39%) Tableau Certification
Quality Assurance & Compliance
1 47 (18.36%) Data Quality
2 16 (6.25%) Accessibility
3 8 (3.13%) QA
4 5 (1.95%) GDPR
5 4 (1.56%) Actionable Recommendations
6 2 (0.78%) GxP
6 2 (0.78%) ISO 19650
6 2 (0.78%) Sarbanes-Oxley
7 1 (0.39%) Cyber Essentials
7 1 (0.39%) Cyber Essentials PLUS
7 1 (0.39%) HIPAA
7 1 (0.39%) ISO/IEC 27001
7 1 (0.39%) PMO
System Software
1 12 (4.69%) Docker
2 3 (1.17%) Active Directory
3 1 (0.39%) HDFS
Systems Management
1 9 (3.52%) Kubernetes
1 9 (3.52%) Terraform
2 5 (1.95%) Kibana
3 4 (1.56%) Grafana
4 3 (1.17%) Ansible
5 2 (0.78%) logstash
5 2 (0.78%) Prometheus
6 1 (0.39%) Cacti
6 1 (0.39%) collectd
6 1 (0.39%) Microsoft Intune
6 1 (0.39%) Single Sign-On
6 1 (0.39%) ZABBIX
Vendors
1 54 (21.09%) Microsoft
2 16 (6.25%) Databricks
2 16 (6.25%) Salesforce
3 13 (5.08%) Oracle
4 9 (3.52%) Google
5 8 (3.13%) Dynatrace
5 8 (3.13%) Foundry
5 8 (3.13%) Palantir
5 8 (3.13%) ServiceNow
6 7 (2.73%) Cisco
6 7 (2.73%) Splunk
7 6 (2.34%) AppDynamics
7 6 (2.34%) OpenAI
8 5 (1.95%) BiZZdesign
9 4 (1.56%) CyberArk
9 4 (1.56%) SAP
10 3 (1.17%) Bloomberg
10 3 (1.17%) Cognos
10 3 (1.17%) IBM
10 3 (1.17%) MicroStrategy