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

6 months to
3 Jun 2024
Same period 2023 Same period 2022
Rank 329 447 580
Rank change year-on-year +118 +133 -113
Contract jobs citing scikit-learn 13 17 39
As % of all contract jobs with a WFH option 0.089% 0.070% 0.088%
As % of the Libraries, Frameworks & Software Standards category 0.36% 0.28% 0.30%
Number of daily rates quoted 7 11 25
10th Percentile £513 £475 £455
25th Percentile £519 £503 £538
Median daily rate (50th Percentile) £750 £550 £600
Median % change year-on-year +36.36% -8.33% +4.35%
75th Percentile £775 £631 £738
90th Percentile - £950 £753
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 3,636 6,056 13,209
As % of all contract jobs with a WFH option 24.98% 24.99% 29.70%
Number of daily rates quoted 2,563 4,543 9,818
10th Percentile £341 £400 £400
25th Percentile £431 £450 £454
Median daily rate (50th Percentile) £536 £540 £550
Median % change year-on-year -0.79% -1.82% +10.50%
75th Percentile £650 £658 £650
90th Percentile £800 £750 £743
UK median daily rate £538 £550 £550
% change year-on-year -2.27% - +10.00%
Number of hourly rates quoted 90 77 110
10th Percentile £23.88 £24.45 £22.50
25th Percentile - £46.25 £35.00
Median hourly rate £43.00 £62.50 £52.50
Median % change year-on-year -31.20% +19.05% +16.67%
75th Percentile £61.50 £75.00 £66.64
90th Percentile £72.50 £80.10 £76.64
UK median hourly rate £47.50 £65.00 £52.50
% change year-on-year -26.92% +23.81% +16.67%

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 3 June 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 4 (30.77%) Jupyter
Applications
1 3 (23.08%) MS Visio
Business Applications
1 3 (23.08%) Sparx Enterprise Architect
Cloud Services
1 7 (53.85%) Azure
2 6 (46.15%) AWS
3 3 (23.08%) Power Platform
4 2 (15.38%) Amazon SageMaker
5 1 (7.69%) AWS CloudFormation
5 1 (7.69%) Azure DevOps
5 1 (7.69%) ChatGPT
5 1 (7.69%) GCP
Communications & Networking
1 3 (23.08%) Network Security
Database & Business Intelligence
1 1 (7.69%) NoSQL
Development Applications
1 2 (15.38%) Git
General
1 4 (30.77%) Analytical Skills
2 3 (23.08%) Social Skills
3 2 (15.38%) Retail
4 1 (7.69%) Banking
4 1 (7.69%) Finance
Job Titles
1 7 (53.85%) Data Scientist
2 3 (23.08%) Architect
2 3 (23.08%) Lead
2 3 (23.08%) Lead Architect
2 3 (23.08%) Lead Security Architect
2 3 (23.08%) Security Architect
2 3 (23.08%) Senior
2 3 (23.08%) Senior Data Scientist
3 2 (15.38%) Machine Learning Engineer
4 1 (7.69%) AWS Engineer
4 1 (7.69%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 8 (61.54%) TensorFlow
2 7 (53.85%) PyTorch
3 4 (30.77%) XGBoost
4 3 (23.08%) Matplotlib
4 3 (23.08%) NumPy
4 3 (23.08%) Pandas
5 2 (15.38%) Google JAX
6 1 (7.69%) HTML
6 1 (7.69%) LangChain
6 1 (7.69%) Torch
Miscellaneous
1 11 (84.62%) Algorithms
2 3 (23.08%) Data Structures
2 3 (23.08%) Management Information System
3 1 (7.69%) Greenfield Project
Processes & Methodologies
1 12 (92.31%) Artificial Intelligence
2 11 (84.62%) Machine Learning
3 10 (76.92%) Data Science
4 7 (53.85%) Deep Learning
5 6 (46.15%) Data Analysis
5 6 (46.15%) Software Architecture
6 5 (38.46%) Analytics
6 5 (38.46%) Computer Science
6 5 (38.46%) Mathematics
7 4 (30.77%) E-Commerce
7 4 (30.77%) Logistic Regression
7 4 (30.77%) LSTM
7 4 (30.77%) Natural Language Processing
7 4 (30.77%) Random Forest
7 4 (30.77%) Transfer Learning
8 3 (23.08%) Architectural Patterns
8 3 (23.08%) Cloud Security
8 3 (23.08%) Decision-Making
8 3 (23.08%) Problem-Solving
8 3 (23.08%) Threat Modelling
Programming Languages
1 10 (76.92%) Python
2 6 (46.15%) SQL
3 1 (7.69%) Go
3 1 (7.69%) Java
3 1 (7.69%) JavaScript
3 1 (7.69%) R
3 1 (7.69%) Scala
Qualifications
1 3 (23.08%) DV Cleared
1 3 (23.08%) SC Cleared
1 3 (23.08%) Security Cleared
2 2 (15.38%) Degree
3 1 (7.69%) Computer Science Degree
3 1 (7.69%) Master's Degree
3 1 (7.69%) PhD
Quality Assurance & Compliance
1 3 (23.08%) NCSC
System Software
1 4 (30.77%) Docker
Systems Management
1 2 (15.38%) Kubernetes
2 1 (7.69%) Grafana
2 1 (7.69%) Terraform
Vendors
1 5 (38.46%) Microsoft
2 3 (23.08%) Oracle
2 3 (23.08%) Sparx
3 1 (7.69%) Splunk