Decision Tree Contracts with Hybrid/Remote/WFH Options

Decision Trees
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work requiring Decision Tree skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Decision Tree over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 299 344 472
Rank change year-on-year +45 +128 +141
Contract jobs citing Decision Tree 5 1 5
As % of all contract jobs with a WFH option 0.050% 0.007% 0.019%
As % of the Processes & Methodologies category 0.055% 0.007% 0.022%
Number of daily rates quoted 0 0 0
Median daily rate (50th Percentile) - - -
UK median daily rate - £575 £750
% change year-on-year - -23.33% +87.50%

All Process and Methodology Skills
Work from Home

Decision Tree 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 9,021 13,483 23,229
As % of all contract jobs with a WFH option 91.08% 87.87% 89.84%
Number of daily rates quoted 6,191 8,996 16,418
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 224 579 532
10th Percentile £14.20 £15.17 £19.00
25th Percentile £19.56 £25.25 £30.54
Median hourly rate £39.52 £43.00 £55.00
Median % change year-on-year -8.09% -21.82% +57.14%
75th Percentile £66.13 £60.00 £68.75
90th Percentile £75.00 £75.25 £80.23
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

Decision Tree
Trend for Jobs with a WFH Option

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

Decision Tree trend for jobs with Hybrid/Remote/WFH options

Decision Tree
Daily Rate Trend for Jobs with a WFH Option

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

Decision Tree daily rate for jobs with a WFH option

Decision Tree
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 4 (80.00%) Apache Spark
Cloud Services
1 1 (20.00%) Amazon SageMaker
1 1 (20.00%) Anthropic Claude
1 1 (20.00%) AWS
1 1 (20.00%) Azure
1 1 (20.00%) Azure AI
1 1 (20.00%) Vertex AI
Communications & Networking
1 1 (20.00%) MQTT
Database & Business Intelligence
1 4 (80.00%) Data Mining
2 1 (20.00%) Pinecone
2 1 (20.00%) Redis
2 1 (20.00%) Weaviate
Development Applications
1 2 (40.00%) Git
1 2 (40.00%) JIRA
General
1 4 (80.00%) Marketing
2 1 (20.00%) Games
Job Titles
1 4 (80.00%) Data Scientist
2 1 (20.00%) Artificial Intelligence Developer
2 1 (20.00%) Developer
Libraries, Frameworks & Software Standards
1 1 (20.00%) Elastic Stack
1 1 (20.00%) Google JAX
1 1 (20.00%) Hugging Face
1 1 (20.00%) JAX
1 1 (20.00%) Kafka
1 1 (20.00%) LangChain
1 1 (20.00%) OpenTelemetry
1 1 (20.00%) PyTorch
1 1 (20.00%) RabbitMQ
1 1 (20.00%) TensorFlow
Miscellaneous
1 5 (100.00%) Algorithms
2 4 (80.00%) Multi-touch
3 1 (20.00%) AI Agents
3 1 (20.00%) Autonomous Agent
3 1 (20.00%) Distributed Systems
Processes & Methodologies
1 5 (100.00%) Machine Learning
1 5 (100.00%) Neural Network
2 4 (80.00%) A/B Testing
2 4 (80.00%) Affinity Analysis
2 4 (80.00%) Bayesian Methods
2 4 (80.00%) Continuous Improvement
2 4 (80.00%) Data Analysis
2 4 (80.00%) Data Science
2 4 (80.00%) Predictive Modelling
2 4 (80.00%) Statistical Modelling
2 4 (80.00%) Statistics
3 2 (40.00%) Actionable Customer Insight
3 2 (40.00%) Actionable Insight
3 2 (40.00%) Agile
3 2 (40.00%) Analytics
3 2 (40.00%) Business Intelligence
3 2 (40.00%) Customer Intelligence
3 2 (40.00%) Data Management
3 2 (40.00%) DevOps
4 1 (20.00%) Event-Driven Architecture
Programming Languages
1 5 (100.00%) Python
2 1 (20.00%) Go
2 1 (20.00%) Java
Quality Assurance & Compliance
1 2 (40.00%) GDPR
Systems Management
1 1 (20.00%) Prometheus
Vendors
1 2 (40.00%) Databricks
2 1 (20.00%) Google
2 1 (20.00%) OpenAI