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 8 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
8 Jun 2024
Same period 2023 Same period 2022
Rank 335 450 620
Rank change year-on-year +115 +170 -134
Contract jobs citing Random Forest 6 1 3
As % of all contract jobs with a WFH option 0.041% 0.004% 0.007%
As % of the Processes & Methodologies category 0.047% 0.005% 0.007%
Number of daily rates quoted 5 1 3
10th Percentile - - £360
25th Percentile £725 £425 £394
Median daily rate (50th Percentile) £750 £450 £450
Median % change year-on-year +66.67% - -21.74%
75th Percentile £775 £475 £600
90th Percentile - - £690
UK median daily rate £750 £425 £450
% change year-on-year +76.47% -5.56% -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 12,808 21,452 40,398
As % of all contract jobs with a WFH option 87.38% 89.66% 91.07%
Number of daily rates quoted 8,620 15,212 29,410
10th Percentile £325 £363 £363
25th Percentile £425 £450 £438
Median daily rate (50th Percentile) £525 £540 £525
Median % change year-on-year -2.78% +2.86% +6.06%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £734
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 573 498 524
10th Percentile £14.90 £17.50 £14.50
25th Percentile £23.75 £25.75 £20.75
Median hourly rate £43.00 £52.50 £40.00
Median % change year-on-year -18.10% +31.25% +66.67%
75th Percentile £60.00 £67.50 £58.81
90th Percentile £74.40 £78.00 £72.50
UK median hourly rate £36.50 £35.65 £25.68
% change year-on-year +2.38% +38.82% +11.65%

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 3 (50.00%) Jupyter
2 1 (16.67%) Apache
2 1 (16.67%) Apache Airflow
Cloud Services
1 2 (33.33%) AWS
1 2 (33.33%) Azure
1 2 (33.33%) GCP
General
1 2 (33.33%) Retail
2 1 (16.67%) Manufacturing
2 1 (16.67%) Marketing
2 1 (16.67%) Social Skills
Job Titles
1 5 (83.33%) Data Scientist
2 3 (50.00%) Senior
2 3 (50.00%) Senior Data Scientist
3 2 (33.33%) Machine Learning Engineer
4 1 (16.67%) GCP Engineer
4 1 (16.67%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 5 (83.33%) XGBoost
2 4 (66.67%) Pandas
2 4 (66.67%) scikit-learn
3 3 (50.00%) Matplotlib
3 3 (50.00%) NumPy
4 1 (16.67%) PyTorch
4 1 (16.67%) SciPy
4 1 (16.67%) TensorFlow
Miscellaneous
1 5 (83.33%) Algorithms
2 3 (50.00%) Data Structures
3 2 (33.33%) Greenfield Project
Processes & Methodologies
1 6 (100.00%) Artificial Intelligence
1 6 (100.00%) Logistic Regression
1 6 (100.00%) Machine Learning
2 5 (83.33%) Computer Science
2 5 (83.33%) Data Science
2 5 (83.33%) Deep Learning
2 5 (83.33%) E-Commerce
2 5 (83.33%) LSTM
2 5 (83.33%) Natural Language Processing
2 5 (83.33%) Transfer Learning
3 3 (50.00%) Data Analysis
3 3 (50.00%) Data Modelling
3 3 (50.00%) Software Architecture
4 2 (33.33%) Mathematics
5 1 (16.67%) Data Visualisation
5 1 (16.67%) Economics
5 1 (16.67%) Neural Network
5 1 (16.67%) Statistics
5 1 (16.67%) Validation
5 1 (16.67%) Visualisation
Programming Languages
1 6 (100.00%) Python
2 4 (66.67%) SQL
Qualifications
1 2 (33.33%) Degree
Vendors
1 1 (16.67%) Google