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 13 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
13 May 2024
Same period 2023 Same period 2022
Rank 340 449 578
Rank change year-on-year +109 +129 -119
Contract jobs citing scikit-learn 9 17 42
As % of all contract jobs with a WFH option 0.060% 0.067% 0.095%
As % of the Libraries, Frameworks & Software Standards category 0.25% 0.27% 0.32%
Number of daily rates quoted 5 11 29
10th Percentile - £456 £508
25th Percentile £513 £469 £538
Median daily rate (50th Percentile) £750 £513 £600
Median % change year-on-year +46.34% -14.58% +4.35%
75th Percentile £775 £563 £650
90th Percentile - £950 £743
UK median daily rate £525 £550 £600
% change year-on-year -4.55% -8.33% +9.09%

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 3,613 6,357 13,117
As % of all contract jobs with a WFH option 24.19% 25.24% 29.61%
Number of daily rates quoted 2,530 4,729 9,676
10th Percentile £337 £400 £400
25th Percentile £430 £450 £450
Median daily rate (50th Percentile) £525 £540 £550
Median % change year-on-year -2.78% -1.82% +12.82%
75th Percentile £650 £655 £644
90th Percentile £800 £750 £738
UK median daily rate £535 £550 £550
% change year-on-year -2.73% - +10.00%
Number of hourly rates quoted 92 81 123
10th Percentile £24.23 £22.50 £21.20
25th Percentile - £43.63 £35.00
Median hourly rate £43.00 £62.50 £50.00
Median % change year-on-year -31.20% +25.00% +11.11%
75th Percentile £62.00 £75.00 £65.13
90th Percentile £72.50 £80.25 £75.00
UK median hourly rate £47.50 £65.00 £50.00
% change year-on-year -26.92% +30.00% +11.11%

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 13 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 (33.33%) Jupyter
Applications
1 3 (33.33%) MS Visio
Business Applications
1 3 (33.33%) Sparx Enterprise Architect
Cloud Services
1 5 (55.56%) Azure
2 3 (33.33%) AWS
2 3 (33.33%) Power Platform
Communications & Networking
1 3 (33.33%) Network Security
General
1 4 (44.44%) Analytical Skills
2 3 (33.33%) Social Skills
3 2 (22.22%) Retail
Job Titles
1 6 (66.67%) Data Scientist
2 3 (33.33%) Architect
2 3 (33.33%) Lead
2 3 (33.33%) Lead Architect
2 3 (33.33%) Lead Security Architect
2 3 (33.33%) Security Architect
2 3 (33.33%) Senior
2 3 (33.33%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 4 (44.44%) PyTorch
1 4 (44.44%) TensorFlow
2 3 (33.33%) Matplotlib
2 3 (33.33%) Pandas
2 3 (33.33%) XGBoost
Miscellaneous
1 9 (100.00%) Algorithms
2 3 (33.33%) Data Structures
2 3 (33.33%) Management Information System
Processes & Methodologies
1 9 (100.00%) Artificial Intelligence
1 9 (100.00%) Data Science
1 9 (100.00%) Machine Learning
2 6 (66.67%) Data Analysis
2 6 (66.67%) Deep Learning
2 6 (66.67%) Software Architecture
3 5 (55.56%) Analytics
4 4 (44.44%) Computer Science
4 4 (44.44%) Mathematics
5 3 (33.33%) ArchiMate
5 3 (33.33%) Cybersecurity
5 3 (33.33%) Data Modelling
5 3 (33.33%) E-Commerce
5 3 (33.33%) Information Security Management
5 3 (33.33%) Logistic Regression
5 3 (33.33%) Natural Language Processing
5 3 (33.33%) Neural Network
5 3 (33.33%) Predictive Modelling
5 3 (33.33%) Security Management
5 3 (33.33%) Threat Modelling
Programming Languages
1 6 (66.67%) Python
2 5 (55.56%) SQL
3 1 (11.11%) R
3 1 (11.11%) Scala
Qualifications
1 3 (33.33%) DV Cleared
1 3 (33.33%) SC Cleared
1 3 (33.33%) Security Cleared
2 1 (11.11%) Computer Science Degree
2 1 (11.11%) Degree
2 1 (11.11%) Master's Degree
2 1 (11.11%) PhD
Quality Assurance & Compliance
1 3 (33.33%) NCSC
System Software
1 2 (22.22%) Docker
Vendors
1 5 (55.56%) Microsoft
2 3 (33.33%) Oracle
2 3 (33.33%) Sparx