scikit-learn Jobs with Hybrid/Remote/WFH Options

scikit-learn
UK > Work from Home

The table below provides summary statistics for permanent remote or hybrid work requiring scikit-learn skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited scikit-learn over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 354 559 602
Rank change year-on-year +205 +43 +38
Permanent jobs citing scikit-learn 43 33 71
As % of all permanent jobs with a WFH option 0.29% 0.098% 0.17%
As % of the Libraries, Frameworks & Software Standards category 1.09% 0.37% 0.49%
Number of salaries quoted 21 5 68
10th Percentile £57,500 £52,000 £53,941
25th Percentile £60,000 £55,000 £60,000
Median annual salary (50th Percentile) £64,000 £60,000 £75,000
Median % change year-on-year +6.67% -20.00% -6.25%
75th Percentile £90,000 £130,000 £87,500
90th Percentile £91,202 £137,500 £107,500
UK median annual salary £85,253 £65,000 £75,000
% change year-on-year +31.16% -13.33% -6.25%

All Software Libraries and Frameworks
Work from Home

scikit-learn falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,931 8,983 14,504
As % of all permanent jobs with a WFH option 26.29% 26.55% 33.92%
Number of salaries quoted 3,184 7,517 10,899
10th Percentile £40,000 £38,900 £41,250
25th Percentile £51,250 £47,500 £50,927
Median annual salary (50th Percentile) £65,000 £60,000 £65,000
Median % change year-on-year +8.33% -7.69% +4.00%
75th Percentile £85,627 £79,500 £86,250
90th Percentile £114,694 £98,750 £102,500
UK median annual salary £65,000 £60,000 £67,500
% change year-on-year +8.33% -11.11% +8.00%

scikit-learn
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing scikit-learn as a proportion of all IT jobs advertised.

scikit-learn trend for jobs with Hybrid/Remote/WFH options

scikit-learn
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with remote working options citing scikit-learn.

scikit-learn salary trend for jobs with a WFH option

scikit-learn
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with remote working options citing scikit-learn over the 6 months to 1 May 2025.

scikit-learn salary 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 7 (16.28%) Apache Airflow
2 4 (9.30%) Apache Spark
3 3 (6.98%) Jupyter
4 2 (4.65%) Apache
Cloud Services
1 19 (44.19%) AWS
2 10 (23.26%) Amazon SageMaker
2 10 (23.26%) GCP
3 7 (16.28%) Azure
4 4 (9.30%) Snowflake
5 3 (6.98%) Azure Machine Learning
5 3 (6.98%) Microsoft Copilot
5 3 (6.98%) Power Platform
5 3 (6.98%) Prefect
6 2 (4.65%) GitHub
6 2 (4.65%) GitHub Actions
6 2 (4.65%) SaaS
7 1 (2.33%) Amazon EC2
7 1 (2.33%) Amazon S3
7 1 (2.33%) AWS Lambda
7 1 (2.33%) Azure Data Factory
7 1 (2.33%) Serverless
7 1 (2.33%) WhatsApp
Database & Business Intelligence
1 11 (25.58%) Tableau
2 3 (6.98%) Big Data
2 3 (6.98%) Power BI
3 2 (4.65%) Data Warehouse
3 2 (4.65%) Relational Database
4 1 (2.33%) BigQuery
4 1 (2.33%) Hadoop
Development Applications
1 14 (32.56%) Git
2 3 (6.98%) Jenkins
2 3 (6.98%) MLflow
3 2 (4.65%) Artifactory
General
1 18 (41.86%) Social Skills
2 10 (23.26%) Manufacturing
3 9 (20.93%) Pharmaceutical
4 5 (11.63%) Finance
5 4 (9.30%) Analytical Skills
5 4 (9.30%) Banking
6 2 (4.65%) Games
6 2 (4.65%) Marketing
7 1 (2.33%) Electronics
7 1 (2.33%) Inclusion and Diversity
7 1 (2.33%) Public Sector
7 1 (2.33%) Retail
7 1 (2.33%) Telecoms
Job Titles
1 16 (37.21%) Data Scientist
1 16 (37.21%) Senior
2 14 (32.56%) Senior Data Scientist
3 9 (20.93%) Principal Data Scientist
4 5 (11.63%) Machine Learning Engineer
5 3 (6.98%) Technical Trainer
5 3 (6.98%) Trainer
6 2 (4.65%) Analyst
6 2 (4.65%) Data Analyst
6 2 (4.65%) Data Manager
6 2 (4.65%) Data Science Analyst
6 2 (4.65%) Data Science Manager
6 2 (4.65%) Engineering Manager
7 1 (2.33%) Artificial Intelligence Engineer
7 1 (2.33%) Lead
Libraries, Frameworks & Software Standards
1 39 (90.70%) TensorFlow
2 30 (69.77%) PyTorch
3 20 (46.51%) Pandas
4 18 (41.86%) NumPy
5 12 (27.91%) Keras
6 11 (25.58%) PySpark
7 3 (6.98%) Hugging Face
7 3 (6.98%) Metaflow
8 2 (4.65%) Anaconda
8 2 (4.65%) Flask
8 2 (4.65%) Google JAX
8 2 (4.65%) JAX
8 2 (4.65%) Matplotlib
8 2 (4.65%) OpenCV
8 2 (4.65%) SciPy
Miscellaneous
1 23 (53.49%) Algorithms
2 9 (20.93%) Credit Risk
3 3 (6.98%) Onboarding
4 2 (4.65%) Distributed Computing
4 2 (4.65%) Linux Command Line
5 1 (2.33%) Cloud Native
5 1 (2.33%) IoT
5 1 (2.33%) Reinsurance
Operating Systems
1 2 (4.65%) Linux
1 2 (4.65%) VMS
1 2 (4.65%) Windows
Processes & Methodologies
1 43 (100.00%) Machine Learning
2 41 (95.35%) Data Science
3 30 (69.77%) Artificial Intelligence
4 24 (55.81%) Visualisation
5 19 (44.19%) Analytics
5 19 (44.19%) Statistics
6 18 (41.86%) Computer Science
6 18 (41.86%) Deep Learning
6 18 (41.86%) Mathematics
6 18 (41.86%) Physics
7 16 (37.21%) Generative AI
7 16 (37.21%) MLOps
8 15 (34.88%) Natural Language Processing
8 15 (34.88%) Predictive Modelling
9 14 (32.56%) Actionable Insight
9 14 (32.56%) Software Engineering
9 14 (32.56%) Storytelling
10 13 (30.23%) Data Engineering
11 11 (25.58%) Data Analytics
11 11 (25.58%) Data Visualisation
Programming Languages
1 43 (100.00%) Python
2 20 (46.51%) SQL
3 4 (9.30%) R
4 2 (4.65%) Bash
4 2 (4.65%) PowerShell
4 2 (4.65%) Shell Script
Qualifications
1 30 (69.77%) Degree
2 19 (44.19%) Master's Degree
3 16 (37.21%) PhD
4 9 (20.93%) DBS Check
5 3 (6.98%) AWS Certification
5 3 (6.98%) BPSS Clearance
5 3 (6.98%) Computer Science Degree
5 3 (6.98%) Security Cleared
Quality Assurance & Compliance
1 5 (11.63%) Data Quality
2 3 (6.98%) Actionable Recommendations
3 1 (2.33%) California Consumer Privacy Act
3 1 (2.33%) GDPR
System Software
1 5 (11.63%) Docker
2 2 (4.65%) Active Directory
2 2 (4.65%) Virtual Machines
Systems Management
1 7 (16.28%) Terraform
2 5 (11.63%) Kubernetes
3 2 (4.65%) Ansible
3 2 (4.65%) Packer
Vendors
1 12 (27.91%) Databricks
2 4 (9.30%) Google
3 3 (6.98%) Microsoft
4 1 (2.33%) SAP