Random Forest Contracts with Work from Home Options

Random Forest
UK > Work from Home

The table below provides summary statistics for contract job vacancies with an option to work from home (WFH) and a requirement for Random Forest skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Random Forest over the 6 months to 30 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
30 Apr 2024
Same period 2023 Same period 2022
Rank 341 474 629
Rank change year-on-year +133 +155 -161
Contract jobs citing Random Forest 4 3 3
As % of all contract jobs with a WFH option 0.026% 0.012% 0.007%
As % of the Processes & Methodologies category 0.030% 0.013% 0.007%
Number of daily rates quoted 3 1 3
10th Percentile - - £490
25th Percentile £725 £425 £550
Median daily rate (50th Percentile) £750 £450 £700
Median % change year-on-year +66.67% -35.71% +21.74%
75th Percentile £775 £475 £748
90th Percentile - - £749
UK median daily rate £750 £750 £450
% change year-on-year - +66.67% -21.74%

All Process and Methodology Skills
Work from Home

Random Forest is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a WFH option and a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 13,483 23,229 40,650
As % of all contract jobs with a WFH option 87.87% 89.84% 91.14%
Number of daily rates quoted 8,996 16,418 29,502
10th Percentile £325 £363 £360
25th Percentile £425 £450 £431
Median daily rate (50th Percentile) £525 £540 £525
Median % change year-on-year -2.78% +2.86% +8.81%
75th Percentile £638 £650 £625
90th Percentile £750 £750 £719
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +7.69%
Number of hourly rates quoted 579 532 548
10th Percentile £15.17 £19.00 £13.50
25th Percentile £25.25 £30.54 £19.98
Median hourly rate £43.00 £55.00 £35.00
Median % change year-on-year -21.82% +57.14% +34.62%
75th Percentile £60.00 £68.75 £55.00
90th Percentile £75.25 £80.23 £67.50
UK median hourly rate £35.65 £37.30 £25.00
% change year-on-year -4.42% +49.20% -

Random Forest
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Random Forest as a proportion of all IT jobs advertised.

Random Forest trend for jobs with a WFH option

Random Forest
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with a work from home option citing Random Forest.

Random Forest daily rate 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
2 1 (25.00%) Apache
2 1 (25.00%) Apache Airflow
Cloud Services
1 1 (25.00%) AWS
1 1 (25.00%) Azure
1 1 (25.00%) GCP
General
1 1 (25.00%) Manufacturing
1 1 (25.00%) Marketing
1 1 (25.00%) Retail
1 1 (25.00%) Social Skills
Job Titles
1 4 (100.00%) Data Scientist
2 2 (50.00%) Senior
2 2 (50.00%) Senior Data Scientist
3 1 (25.00%) GCP Engineer
3 1 (25.00%) Machine Learning Engineer
3 1 (25.00%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 3 (75.00%) Pandas
1 3 (75.00%) XGBoost
2 2 (50.00%) Matplotlib
2 2 (50.00%) NumPy
2 2 (50.00%) scikit-learn
3 1 (25.00%) SciPy
Miscellaneous
1 3 (75.00%) Algorithms
2 2 (50.00%) Data Structures
3 1 (25.00%) Greenfield Project
Processes & Methodologies
1 4 (100.00%) Artificial Intelligence
1 4 (100.00%) Data Science
1 4 (100.00%) Logistic Regression
1 4 (100.00%) Machine Learning
2 3 (75.00%) Computer Science
2 3 (75.00%) Deep Learning
2 3 (75.00%) E-Commerce
2 3 (75.00%) LSTM
2 3 (75.00%) Natural Language Processing
2 3 (75.00%) Transfer Learning
3 2 (50.00%) Data Analysis
3 2 (50.00%) Data Modelling
3 2 (50.00%) Software Architecture
4 1 (25.00%) Data Visualisation
4 1 (25.00%) Economics
4 1 (25.00%) Mathematics
4 1 (25.00%) Neural Network
4 1 (25.00%) Statistics
4 1 (25.00%) Validation
4 1 (25.00%) Visualisation
Programming Languages
1 4 (100.00%) Python
2 3 (75.00%) SQL
Qualifications
1 1 (25.00%) Degree
Vendors
1 1 (25.00%) Google