scikit-learn Contracts with Work from Home Options

scikit-learn
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 scikit-learn skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited scikit-learn over the 6 months to 5 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 338 457 576
Rank change year-on-year +119 +119 -118
Contract jobs citing scikit-learn 10 19 46
As % of all contract jobs with a WFH option 0.066% 0.074% 0.10%
As % of the Libraries, Frameworks & Software Standards category 0.28% 0.29% 0.35%
Number of daily rates quoted 6 12 30
10th Percentile £513 £457 £513
25th Percentile £538 £472 £541
Median daily rate (50th Percentile) £688 £506 £600
Median % change year-on-year +35.80% -15.63% +4.35%
75th Percentile £775 £556 £638
90th Percentile - £913 £740
UK median daily rate £525 £538 £600
% change year-on-year -2.33% -10.42% +4.35%

All Software Libraries and Frameworks
Work from Home

scikit-learn is in the Software Libraries and Frameworks 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 technical specification, industry standards, software libraries and framework skills.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,622 6,458 13,219
As % of all contract jobs with a WFH option 23.90% 25.29% 29.65%
Number of daily rates quoted 2,541 4,803 9,764
10th Percentile £331 £394 £400
25th Percentile £425 £450 £450
Median daily rate (50th Percentile) £525 £540 £549
Median % change year-on-year -2.78% -1.55% +13.09%
75th Percentile £650 £656 £638
90th Percentile £775 £750 £726
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - +10.00%
Number of hourly rates quoted 93 80 120
10th Percentile £28.00 £22.50 £21.00
25th Percentile - £43.60 £35.00
Median hourly rate £43.00 £62.50 £49.00
Median % change year-on-year -31.20% +27.55% +8.89%
75th Percentile £62.00 £75.00 £61.48
90th Percentile £72.50 £80.25 £67.80
UK median hourly rate £46.84 £65.00 £49.75
% change year-on-year -27.94% +30.65% +10.56%

scikit-learn
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing scikit-learn as a proportion of all IT jobs advertised.

scikit-learn trend for jobs with a WFH option

scikit-learn
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 scikit-learn.

scikit-learn daily rate for jobs with a WFH option

scikit-learn
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with a work from home option citing scikit-learn over the 6 months to 5 May 2024.

scikit-learn daily rate histogram for jobs with a WFH option

scikit-learn
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 (30.00%) Jupyter
Applications
1 3 (30.00%) MS Visio
Business Applications
1 3 (30.00%) Sparx Enterprise Architect
Cloud Services
1 6 (60.00%) Azure
2 4 (40.00%) AWS
3 3 (30.00%) Power Platform
4 1 (10.00%) GCP
Communications & Networking
1 3 (30.00%) Network Security
General
1 4 (40.00%) Analytical Skills
2 3 (30.00%) Social Skills
3 2 (20.00%) Retail
4 1 (10.00%) Finance
Job Titles
1 6 (60.00%) Data Scientist
2 3 (30.00%) Architect
2 3 (30.00%) Lead
2 3 (30.00%) Lead Architect
2 3 (30.00%) Lead Security Architect
2 3 (30.00%) Security Architect
2 3 (30.00%) Senior
2 3 (30.00%) Senior Data Scientist
3 1 (10.00%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 5 (50.00%) PyTorch
1 5 (50.00%) TensorFlow
2 4 (40.00%) Pandas
3 3 (30.00%) Matplotlib
3 3 (30.00%) XGBoost
4 1 (10.00%) NumPy
Miscellaneous
1 10 (100.00%) Algorithms
2 3 (30.00%) Data Structures
2 3 (30.00%) Management Information System
Processes & Methodologies
1 10 (100.00%) Data Science
1 10 (100.00%) Machine Learning
2 9 (90.00%) Artificial Intelligence
3 6 (60.00%) Data Analysis
3 6 (60.00%) Deep Learning
3 6 (60.00%) Software Architecture
4 5 (50.00%) Analytics
4 5 (50.00%) Computer Science
5 4 (40.00%) Mathematics
5 4 (40.00%) Problem-Solving
6 3 (30.00%) Architectural Patterns
6 3 (30.00%) Cloud Security
6 3 (30.00%) Data Management
6 3 (30.00%) Information Security
6 3 (30.00%) Information Security Management
6 3 (30.00%) Logistic Regression
6 3 (30.00%) LSTM
6 3 (30.00%) Neural Network
6 3 (30.00%) Security Management
6 3 (30.00%) Transfer Learning
Programming Languages
1 7 (70.00%) Python
2 5 (50.00%) SQL
3 1 (10.00%) R
3 1 (10.00%) Scala
Qualifications
1 3 (30.00%) DV Cleared
1 3 (30.00%) SC Cleared
1 3 (30.00%) Security Cleared
2 2 (20.00%) Degree
2 2 (20.00%) Master's Degree
2 2 (20.00%) PhD
3 1 (10.00%) Computer Science Degree
Quality Assurance & Compliance
1 3 (30.00%) NCSC
System Software
1 2 (20.00%) Docker
Vendors
1 5 (50.00%) Microsoft
2 3 (30.00%) Oracle
2 3 (30.00%) Sparx