Random Forest Contracts with Hybrid/Remote/WFH Options

Random Forest
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work requiring Random Forest skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Random Forest 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 300 341 474
Rank change year-on-year +41 +133 +155
Contract jobs citing Random Forest 4 4 3
As % of all contract jobs with a WFH option 0.040% 0.026% 0.012%
As % of the Processes & Methodologies category 0.044% 0.030% 0.013%
Number of daily rates quoted 4 3 1
10th Percentile £527 - -
25th Percentile £548 £725 £425
Median daily rate (50th Percentile) £655 £750 £450
Median % change year-on-year -12.67% +66.67% -35.71%
75th Percentile £775 £775 £475
90th Percentile - - -
UK median daily rate £655 £750 £750
% change year-on-year -12.67% - +66.67%

All Process and Methodology Skills
Work from Home

Random Forest 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%

Random Forest
Trend for Jobs with a WFH Option

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

Random Forest trend for jobs with Hybrid/Remote/WFH options

Random Forest
Daily Rate Trend for Jobs with a WFH Option

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

Random Forest daily rate for jobs with a WFH option

Random Forest
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with remote working options citing Random Forest over the 6 months to 1 May 2025.

Random Forest daily rate histogram for jobs with a WFH option

Random Forest
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 2 (50.00%) Jupyter
Cloud Services
1 2 (50.00%) Vertex AI
2 1 (25.00%) Amazon SageMaker
2 1 (25.00%) AWS
General
1 2 (50.00%) Retail
2 1 (25.00%) Finance
Job Titles
1 2 (50.00%) Data Scientist
1 2 (50.00%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 2 (50.00%) Matplotlib
1 2 (50.00%) scikit-learn
1 2 (50.00%) XGBoost
Miscellaneous
1 2 (50.00%) Algorithms
1 2 (50.00%) Data Structures
2 1 (25.00%) IoT
Processes & Methodologies
1 4 (100.00%) Data Analysis
1 4 (100.00%) Data Science
1 4 (100.00%) Machine Learning
2 2 (50.00%) Artificial Intelligence
2 2 (50.00%) Business Forecasting
2 2 (50.00%) Computer Science
2 2 (50.00%) Data Modelling
2 2 (50.00%) Deep Learning
2 2 (50.00%) Gradient Boosting
2 2 (50.00%) Logistic Regression
2 2 (50.00%) LSTM
2 2 (50.00%) Natural Language Processing
2 2 (50.00%) Software Architecture
2 2 (50.00%) Statistics
2 2 (50.00%) Time Series Forecasting
2 2 (50.00%) Transfer Learning
3 1 (25.00%) Biology
3 1 (25.00%) Mathematics
3 1 (25.00%) Operations Research
3 1 (25.00%) Visualisation
Programming Languages
1 2 (50.00%) Python
1 2 (50.00%) SQL
Qualifications
1 2 (50.00%) Degree
1 2 (50.00%) Master's Degree
2 1 (25.00%) PhD