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

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 333 438 573
Rank change year-on-year +105 +135 -107
Contract jobs citing scikit-learn 12 16 39
As % of all contract jobs with a WFH option 0.081% 0.065% 0.088%
As % of the Libraries, Frameworks & Software Standards category 0.33% 0.26% 0.30%
Number of daily rates quoted 6 10 26
10th Percentile £513 £470 £491
25th Percentile £566 £502 £538
Median daily rate (50th Percentile) £750 £550 £600
Median % change year-on-year +36.36% -8.33% +4.35%
75th Percentile £775 £659 £713
90th Percentile - £955 £750
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 3,634 6,207 13,052
As % of all contract jobs with a WFH option 24.62% 25.19% 29.61%
Number of daily rates quoted 2,549 4,632 9,632
10th Percentile £342 £400 £400
25th Percentile £431 £450 £450
Median daily rate (50th Percentile) £525 £540 £550
Median % change year-on-year -2.78% -1.82% +11.11%
75th Percentile £650 £660 £649
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 75 122
10th Percentile £24.23 £22.35 £21.10
25th Percentile - £41.50 £35.00
Median hourly rate £43.00 £60.00 £49.88
Median % change year-on-year -28.33% +20.30% +10.83%
75th Percentile £62.00 £75.00 £65.25
90th Percentile £72.50 £80.15 £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 18 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 (25.00%) Jupyter
Applications
1 3 (25.00%) MS Visio
Business Applications
1 3 (25.00%) Sparx Enterprise Architect
Cloud Services
1 6 (50.00%) AWS
1 6 (50.00%) Azure
2 3 (25.00%) Power Platform
3 2 (16.67%) Amazon SageMaker
4 1 (8.33%) AWS CloudFormation
4 1 (8.33%) GCP
Communications & Networking
1 3 (25.00%) Network Security
Development Applications
1 2 (16.67%) Git
General
1 4 (33.33%) Analytical Skills
2 3 (25.00%) Social Skills
3 2 (16.67%) Retail
4 1 (8.33%) Finance
Job Titles
1 7 (58.33%) Data Scientist
2 3 (25.00%) Architect
2 3 (25.00%) Lead
2 3 (25.00%) Lead Architect
2 3 (25.00%) Lead Security Architect
2 3 (25.00%) Security Architect
2 3 (25.00%) Senior
2 3 (25.00%) Senior Data Scientist
3 2 (16.67%) Machine Learning Engineer
4 1 (8.33%) AWS Engineer
4 1 (8.33%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 7 (58.33%) PyTorch
1 7 (58.33%) TensorFlow
2 4 (33.33%) XGBoost
3 3 (25.00%) Matplotlib
3 3 (25.00%) NumPy
3 3 (25.00%) Pandas
4 2 (16.67%) Google JAX
Miscellaneous
1 11 (91.67%) Algorithms
2 3 (25.00%) Data Structures
2 3 (25.00%) Management Information System
3 1 (8.33%) Greenfield Project
Processes & Methodologies
1 12 (100.00%) Artificial Intelligence
2 11 (91.67%) Machine Learning
3 10 (83.33%) Data Science
4 7 (58.33%) Deep Learning
5 6 (50.00%) Data Analysis
5 6 (50.00%) Software Architecture
6 5 (41.67%) Analytics
6 5 (41.67%) Computer Science
6 5 (41.67%) Mathematics
7 4 (33.33%) E-Commerce
7 4 (33.33%) Logistic Regression
7 4 (33.33%) LSTM
7 4 (33.33%) Natural Language Processing
7 4 (33.33%) Random Forest
7 4 (33.33%) Transfer Learning
8 3 (25.00%) Architectural Patterns
8 3 (25.00%) Cloud Security
8 3 (25.00%) Data Flow Diagram
8 3 (25.00%) Decision-Making
8 3 (25.00%) Threat Modelling
Programming Languages
1 9 (75.00%) Python
2 5 (41.67%) SQL
3 1 (8.33%) R
3 1 (8.33%) Scala
Qualifications
1 3 (25.00%) DV Cleared
1 3 (25.00%) SC Cleared
1 3 (25.00%) Security Cleared
2 2 (16.67%) Degree
3 1 (8.33%) Computer Science Degree
3 1 (8.33%) Master's Degree
3 1 (8.33%) PhD
Quality Assurance & Compliance
1 3 (25.00%) NCSC
System Software
1 3 (25.00%) Docker
Systems Management
1 1 (8.33%) Kubernetes
1 1 (8.33%) Terraform
Vendors
1 5 (41.67%) Microsoft
2 3 (25.00%) Oracle
2 3 (25.00%) Sparx