Visualisation Contracts with Hybrid/Remote/WFH Options

Visualization
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work requiring Visualisation skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Visualisation over the 6 months leading up to 2 May 2025, comparing them to the same period in the previous two years.

6 months to
2 May 2025
Same period 2024 Same period 2023
Rank 104 117 156
Rank change year-on-year +13 +39 -15
Contract jobs citing Visualisation 243 290 419
As % of all contract jobs with a WFH option 2.45% 1.89% 1.63%
As % of the Processes & Methodologies category 2.69% 2.15% 1.81%
Number of daily rates quoted 162 187 255
10th Percentile £330 £313 £343
25th Percentile £400 £400 £425
Median daily rate (50th Percentile) £453 £500 £500
Median % change year-on-year -9.45% - -
75th Percentile £554 £579 £625
90th Percentile £663 £675 £723
UK median daily rate £475 £500 £500
% change year-on-year -5.00% - -4.76%
Number of hourly rates quoted 8 5 39
10th Percentile £22.13 £21.45 £30.54
25th Percentile £22.66 £22.87 -
Median hourly rate £32.63 £26.24 £65.00
Median % change year-on-year +24.33% -59.63% +34.02%
75th Percentile £64.06 £61.50 £65.75
90th Percentile £65.00 £63.60 £85.50
UK median hourly rate £33.11 £57.50 £65.00
% change year-on-year -42.42% -11.54% +36.84%

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 9,017 13,465 23,106
As % of all contract jobs with a WFH option 91.06% 87.90% 89.81%
Number of daily rates quoted 6,189 8,984 16,334
10th Percentile £340 £325 £363
25th Percentile £419 £425 £450
Median daily rate (50th Percentile) £525 £525 £540
Median % change year-on-year - -2.78% +2.86%
75th Percentile £638 £638 £650
90th Percentile £763 £750 £750
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 221 579 532
10th Percentile £14.20 £15.17 £19.00
25th Percentile £19.75 £25.25 £30.54
Median hourly rate £39.00 £43.00 £55.00
Median % change year-on-year -9.30% -21.82% +57.14%
75th Percentile £66.50 £60.00 £68.75
90th Percentile £75.00 £75.25 £80.00
UK median hourly rate £29.00 £35.50 £36.42
% change year-on-year -18.31% -2.53% +45.69%

Visualisation
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Visualisation as a proportion of all IT jobs advertised.

Visualisation trend for jobs with Hybrid/Remote/WFH options

Visualisation
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with remote working options citing Visualisation.

Visualisation daily rate for jobs with a WFH option

Visualisation
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with remote working options citing Visualisation over the 6 months to 2 May 2025.

Visualisation daily rate histogram for jobs with a WFH option

Visualisation
Hourly Rate Trend for Jobs with a WFH Option

3-month moving average hourly rate quoted in job vacancies with remote working options citing Visualisation.

Visualisation hourly rate for jobs with a WFH option

Visualisation
Hourly Rate Histogram for Jobs with a WFH Option

Hourly rate distribution for jobs with remote working options citing Visualisation over the 6 months to 2 May 2025.

Visualisation hourly rate histogram for jobs with a WFH option

Visualisation
Co-occurring Skills and Capabilities with WFH Options by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 11 (4.53%) Apache Spark
1 11 (4.53%) SharePoint
2 9 (3.70%) SAS
3 6 (2.47%) Confluence
4 5 (2.06%) Apache Airflow
5 3 (1.23%) Apache
6 2 (0.82%) Jupyter
7 1 (0.41%) TPMS
Applications
1 20 (8.23%) Microsoft Excel
2 7 (2.88%) Microsoft PowerPoint
3 5 (2.06%) Microsoft Office
4 2 (0.82%) Oracle Smart View
5 1 (0.41%) Adobe Creative Suite
5 1 (0.41%) Adobe XD
5 1 (0.41%) Microsoft Project
5 1 (0.41%) MS Visio
5 1 (0.41%) Notepad++
5 1 (0.41%) Sketch
5 1 (0.41%) Trello
Business Applications
1 4 (1.65%) Dynamics CRM
2 2 (0.82%) Payment Gateway
3 1 (0.41%) Aladdin
3 1 (0.41%) Magento
3 1 (0.41%) Oracle ERP
3 1 (0.41%) Shopify
3 1 (0.41%) Sparx Enterprise Architect
Cloud Services
1 109 (44.86%) Power Platform
2 60 (24.69%) AWS
3 58 (23.87%) Azure
4 29 (11.93%) GCP
5 27 (11.11%) Azure Data Factory
6 19 (7.82%) Azure Machine Learning
7 10 (4.12%) Amazon S3
8 9 (3.70%) GitHub
8 9 (3.70%) Serverless
9 8 (3.29%) Adobe Analytics
9 8 (3.29%) AWS Lambda
9 8 (3.29%) Power Automate
9 8 (3.29%) PowerApps
10 6 (2.47%) Azure Synapse Analytics
10 6 (2.47%) dbt
10 6 (2.47%) Dynamics 365
10 6 (2.47%) Snowflake
11 5 (2.06%) Azure DevOps
12 4 (1.65%) Google Tag Manager
12 4 (1.65%) Microsoft 365
Communications & Networking
1 5 (2.06%) TCP/IP
2 3 (1.23%) DNS
2 3 (1.23%) Ethernet
3 2 (0.82%) DHCP
3 2 (0.82%) DOCSIS
3 2 (0.82%) Firewall
3 2 (0.82%) Network Security
3 2 (0.82%) Wi-Fi
4 1 (0.41%) Intrusion Detection
4 1 (0.41%) VLAN
4 1 (0.41%) Wireless
Database & Business Intelligence
1 109 (44.86%) Power BI
2 62 (25.51%) Tableau
3 41 (16.87%) Data Warehouse
4 23 (9.47%) Data Lake
5 21 (8.64%) PostgreSQL
6 18 (7.41%) Neo4j
7 15 (6.17%) Relational Database
8 14 (5.76%) Big Data
9 13 (5.35%) SQL Server
10 11 (4.53%) Looker
11 10 (4.12%) BigQuery
11 10 (4.12%) Data Mining
11 10 (4.12%) Metadata
12 9 (3.70%) SQL Server Integration Services
12 9 (3.70%) SQL Server Reporting Services
13 8 (3.29%) MongoDB
13 8 (3.29%) NoSQL
13 8 (3.29%) Power Query
14 7 (2.88%) Hadoop
15 6 (2.47%) Snowflake Schema
Development Applications
1 12 (4.94%) JIRA
2 9 (3.70%) Git
3 6 (2.47%) Jenkins
4 5 (2.06%) GitLab
5 4 (1.65%) Visual Studio
6 3 (1.23%) Eclipse
7 2 (0.82%) Terragrunt
8 1 (0.41%) Artifactory
8 1 (0.41%) ER Studio
8 1 (0.41%) ERwin
8 1 (0.41%) Flyway
8 1 (0.41%) Liquibase
8 1 (0.41%) MLflow
8 1 (0.41%) Postman
8 1 (0.41%) REST Assured
8 1 (0.41%) RStudio
8 1 (0.41%) SonarQube
8 1 (0.41%) Spinnaker
8 1 (0.41%) Travis CI
8 1 (0.41%) XMLSpy
General
1 91 (37.45%) Social Skills
2 58 (23.87%) Finance
3 52 (21.40%) Analytical Skills
4 36 (14.81%) Public Sector
5 25 (10.29%) Banking
6 20 (8.23%) Marketing
7 16 (6.58%) Inclusion and Diversity
8 14 (5.76%) Presentation Skills
9 10 (4.12%) Front Office
10 7 (2.88%) Retail
11 6 (2.47%) Organisational Skills
12 4 (1.65%) Investment Banking
12 4 (1.65%) Military
12 4 (1.65%) Telecoms
13 3 (1.23%) Aerospace
13 3 (1.23%) Automotive
13 3 (1.23%) Law
14 2 (0.82%) Games
14 2 (0.82%) Local Government
15 1 (0.41%) Retail Banking
Job Titles
1 58 (23.87%) Analyst
2 39 (16.05%) Developer
3 35 (14.40%) Data Analyst
4 28 (11.52%) Data Engineer
5 26 (10.70%) Data Scientist
6 15 (6.17%) Software Engineer
7 14 (5.76%) Consultant
8 13 (5.35%) Architect
8 13 (5.35%) Business Analyst
8 13 (5.35%) Lead
9 12 (4.94%) Senior
10 10 (4.12%) Data Architect
10 10 (4.12%) Data Manager
10 10 (4.12%) Developer/Software Engineer
10 10 (4.12%) Insight Manager
10 10 (4.12%) React Developer
10 10 (4.12%) UI Developer
10 10 (4.12%) UI Engineer
11 9 (3.70%) Data Business Analyst
12 8 (3.29%) Report Analyst
Libraries, Frameworks & Software Standards
1 39 (16.05%) React
2 25 (10.29%) Plotly
3 16 (6.58%) Node.js
4 11 (4.53%) REST
5 10 (4.12%) Redux
6 9 (3.70%) Pandas
7 8 (3.29%) scikit-learn
7 8 (3.29%) SOAP
8 7 (2.88%) NumPy
8 7 (2.88%) Web Services
9 6 (2.47%) PySpark
9 6 (2.47%) TensorFlow
10 5 (2.06%) D3.js
10 5 (2.06%) PyTorch
10 5 (2.06%) XML
11 4 (1.65%) Akka
11 4 (1.65%) MapLibre
11 4 (1.65%) Play Framework
12 3 (1.23%) OAuth2
12 3 (1.23%) Unreal Engine
Miscellaneous
1 12 (4.94%) Algorithms
1 12 (4.94%) Fixed Income
2 7 (2.88%) Data Structures
2 7 (2.88%) Management Information System
2 7 (2.88%) Team-Oriented Environment
3 5 (2.06%) Cloud Native
3 5 (2.06%) NHS
3 5 (2.06%) Product Ownership
3 5 (2.06%) Security Posture
4 4 (1.65%) Cyber Security Posture
4 4 (1.65%) Derivative
4 4 (1.65%) IoT
5 3 (1.23%) Distributed Computing
5 3 (1.23%) Foreign Exchange (FX)
5 3 (1.23%) Pricing Data
6 2 (0.82%) Legacy Systems
6 2 (0.82%) Low-Code
6 2 (0.82%) Onboarding
6 2 (0.82%) Public Cloud
6 2 (0.82%) Virtual Team
Operating Systems
1 8 (3.29%) Linux
2 4 (1.65%) Windows
3 1 (0.41%) Amazon Linux
3 1 (0.41%) Red Hat Enterprise Linux
3 1 (0.41%) Windows Server
Processes & Methodologies
1 152 (62.55%) Data Visualisation
2 102 (41.98%) Business Intelligence
3 85 (34.98%) Analytics
4 66 (27.16%) Problem-Solving
5 65 (26.75%) Data Analysis
6 59 (24.28%) Decision-Making
7 53 (21.81%) Agile
8 52 (21.40%) Data Modelling
9 51 (20.99%) Data Science
10 46 (18.93%) ETL
10 46 (18.93%) Machine Learning
11 39 (16.05%) Data Integration
12 37 (15.23%) Actionable Insight
12 37 (15.23%) Data Pipeline
13 36 (14.81%) Data Governance
14 32 (13.17%) Data Engineering
15 24 (9.88%) CI/CD
16 23 (9.47%) Migration
17 22 (9.05%) Data Analytics
18 21 (8.64%) Software Engineering
Programming Languages
1 123 (50.62%) SQL
2 93 (38.27%) Python
3 47 (19.34%) JavaScript
4 20 (8.23%) R
5 17 (7.00%) TypeScript
6 11 (4.53%) C#
7 10 (4.12%) Data Analysis Expressions
7 10 (4.12%) PowerShell
8 8 (3.29%) Java
8 8 (3.29%) Scala
9 7 (2.88%) C++
10 4 (1.65%) T-SQL
11 3 (1.23%) Go
12 2 (0.82%) Bash
12 2 (0.82%) C
12 2 (0.82%) Shell Script
13 1 (0.41%) VB
Qualifications
1 57 (23.46%) Security Cleared
2 49 (20.16%) SC Cleared
3 36 (14.81%) Degree
4 6 (2.47%) Computer Science Degree
5 4 (1.65%) AWS Certification
5 4 (1.65%) BPSS Clearance
5 4 (1.65%) Numerate Degree
6 2 (0.82%) AWS Certified Solutions Architect
6 2 (0.82%) Master's Degree
6 2 (0.82%) PhD
7 1 (0.41%) Azure Certification
7 1 (0.41%) CEH
7 1 (0.41%) CISSP
7 1 (0.41%) ISTQB
7 1 (0.41%) Microsoft Certification
7 1 (0.41%) SAFe Agilist
7 1 (0.41%) Tableau Certification
Quality Assurance & Compliance
1 39 (16.05%) Data Quality
2 10 (4.12%) Accessibility
2 10 (4.12%) Actionable Recommendations
3 7 (2.88%) GDPR
3 7 (2.88%) QA
4 5 (2.06%) ISO/IEC 27001
5 3 (1.23%) Disclosure Scotland
6 2 (0.82%) Dodd-Frank
6 2 (0.82%) EMIR
6 2 (0.82%) MiFID
6 2 (0.82%) PMO
7 1 (0.41%) GRC
7 1 (0.41%) NIST
System Software
1 5 (2.06%) Docker
2 1 (0.41%) Hyper-V
2 1 (0.41%) Virtual Machines
2 1 (0.41%) VMware Infrastructure
Systems Management
1 8 (3.29%) Terraform
2 7 (2.88%) Kubernetes
3 6 (2.47%) Kibana
4 4 (1.65%) Grafana
5 2 (0.82%) Prometheus
6 1 (0.41%) Ansible
6 1 (0.41%) Argo
6 1 (0.41%) logstash
Vendors
1 32 (13.17%) Microsoft
2 30 (12.35%) Databricks
3 21 (8.64%) Google
4 13 (5.35%) Oracle
5 12 (4.94%) Adobe
6 7 (2.88%) Teradata
7 6 (2.47%) ServiceNow
8 5 (2.06%) Alteryx
9 4 (1.65%) Salesforce
9 4 (1.65%) SAP
10 3 (1.23%) Bloomberg
11 2 (0.82%) Ab Initio
11 2 (0.82%) Mapbox
11 2 (0.82%) MicroStrategy
11 2 (0.82%) Pega
11 2 (0.82%) Splunk
11 2 (0.82%) Virgin Media
12 1 (0.41%) MuleSoft
12 1 (0.41%) Palantir
12 1 (0.41%) WooCommerce