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 2 July 2025, comparing them to the same period in the previous two years.

6 months to
2 Jul 2025
Same period 2024 Same period 2023
Rank 429 531 585
Rank change year-on-year +102 +54 +74
Permanent jobs citing scikit-learn 36 56 27
As % of all permanent jobs with a WFH option 0.18% 0.16% 0.075%
As % of the Libraries, Frameworks & Software Standards category 0.71% 0.61% 0.23%
Number of salaries quoted 17 8 27
10th Percentile £49,550 £48,500 £52,000
25th Percentile £52,500 £53,750 £58,125
Median annual salary (50th Percentile) £65,000 £70,000 £65,000
Median % change year-on-year -7.14% +7.69% -18.75%
75th Percentile £90,000 £100,938 £86,250
90th Percentile £93,750 £127,375 £115,000
UK median annual salary £85,253 £70,000 £72,500
% change year-on-year +21.79% -3.45% -9.38%

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 5,080 9,213 11,773
As % of all permanent jobs with a WFH option 25.05% 26.69% 32.74%
Number of salaries quoted 2,917 7,561 9,267
10th Percentile £37,500 £38,750 £41,250
25th Percentile £51,250 £46,250 £51,104
Median annual salary (50th Percentile) £66,225 £60,000 £65,351
Median % change year-on-year +10.38% -8.19% +4.56%
75th Percentile £86,250 £80,000 £85,000
90th Percentile £115,000 £108,750 £105,000
UK median annual salary £67,500 £60,000 £67,071
% change year-on-year +12.50% -10.54% +4.87%

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 2 July 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 5 (13.89%) Apache Airflow
1 5 (13.89%) Apache Spark
2 3 (8.33%) Apache
Cloud Services
1 16 (44.44%) AWS
2 10 (27.78%) Amazon SageMaker
3 6 (16.67%) Azure
4 3 (8.33%) Azure Machine Learning
4 3 (8.33%) GCP
4 3 (8.33%) Snowflake
5 2 (5.56%) GitHub
5 2 (5.56%) GitHub Actions
6 1 (2.78%) Amazon EC2
6 1 (2.78%) Amazon S3
6 1 (2.78%) AWS Lambda
6 1 (2.78%) Azure Data Factory
6 1 (2.78%) Power Platform
6 1 (2.78%) SaaS
6 1 (2.78%) Serverless
Database & Business Intelligence
1 9 (25.00%) Tableau
2 2 (5.56%) Data Mining
2 2 (5.56%) Data Warehouse
3 1 (2.78%) Big Data
3 1 (2.78%) Hadoop
3 1 (2.78%) MongoDB
3 1 (2.78%) Neo4j
3 1 (2.78%) NoSQL
3 1 (2.78%) Power BI
3 1 (2.78%) Relational Database
3 1 (2.78%) TigerGraph
Development Applications
1 11 (30.56%) Git
2 2 (5.56%) Artifactory
General
1 14 (38.89%) Social Skills
2 10 (27.78%) Manufacturing
3 9 (25.00%) Pharmaceutical
4 4 (11.11%) Finance
5 1 (2.78%) Electronics
5 1 (2.78%) Games
5 1 (2.78%) Inclusion and Diversity
5 1 (2.78%) Legal
5 1 (2.78%) Marketing
5 1 (2.78%) Public Sector
5 1 (2.78%) Telecoms
Job Titles
1 19 (52.78%) Data Scientist
2 17 (47.22%) Senior
3 15 (41.67%) Senior Data Scientist
4 9 (25.00%) Principal Data Scientist
5 5 (13.89%) Machine Learning Engineer
6 1 (2.78%) Artificial Intelligence Engineer
6 1 (2.78%) Engineering Manager
6 1 (2.78%) Head of AI
6 1 (2.78%) Head of Architecture
6 1 (2.78%) Head of Engineering
6 1 (2.78%) Head of Strategy
6 1 (2.78%) Lead
Libraries, Frameworks & Software Standards
1 34 (94.44%) TensorFlow
2 22 (61.11%) PyTorch
3 16 (44.44%) Pandas
4 11 (30.56%) Keras
4 11 (30.56%) NumPy
5 10 (27.78%) PySpark
6 3 (8.33%) Hugging Face
6 3 (8.33%) pytest
6 3 (8.33%) XGBoost
7 2 (5.56%) Anaconda
7 2 (5.56%) OpenCV
8 1 (2.78%) Flask
8 1 (2.78%) Matplotlib
8 1 (2.78%) NLTK
8 1 (2.78%) Regular Expression
8 1 (2.78%) SciPy
8 1 (2.78%) Seaborn
8 1 (2.78%) SpaCy
8 1 (2.78%) SQLAlchemy
Miscellaneous
1 20 (55.56%) Algorithms
2 9 (25.00%) Credit Risk
3 2 (5.56%) Distributed Computing
3 2 (5.56%) Linux Command Line
4 1 (2.78%) AI Agents
4 1 (2.78%) Blog
4 1 (2.78%) Cloud Native
4 1 (2.78%) Greenfield Project
4 1 (2.78%) IoT
4 1 (2.78%) Reinsurance
Operating Systems
1 2 (5.56%) Linux
1 2 (5.56%) VMS
1 2 (5.56%) Windows
Processes & Methodologies
1 36 (100.00%) Machine Learning
2 34 (94.44%) Data Science
3 24 (66.67%) Artificial Intelligence
4 23 (63.89%) Statistics
5 22 (61.11%) Visualisation
6 21 (58.33%) Mathematics
6 21 (58.33%) Physics
7 19 (52.78%) Software Engineering
8 18 (50.00%) MLOps
9 16 (44.44%) Analytics
9 16 (44.44%) Natural Language Processing
10 15 (41.67%) Actionable Insight
11 14 (38.89%) Computer Science
11 14 (38.89%) Deep Learning
11 14 (38.89%) Predictive Modelling
12 12 (33.33%) Generative AI
12 12 (33.33%) Neural Network
12 12 (33.33%) Storytelling
13 11 (30.56%) Data Engineering
13 11 (30.56%) Decision-Making
Programming Languages
1 36 (100.00%) Python
2 21 (58.33%) SQL
3 2 (5.56%) Bash
3 2 (5.56%) PowerShell
3 2 (5.56%) R
3 2 (5.56%) Shell Script
4 1 (2.78%) C++
4 1 (2.78%) Java
4 1 (2.78%) JavaScript
4 1 (2.78%) Julia
Qualifications
1 24 (66.67%) Degree
2 12 (33.33%) Master's Degree
2 12 (33.33%) PhD
3 9 (25.00%) DBS Check
4 3 (8.33%) Computer Science Degree
4 3 (8.33%) Postgraduate
Quality Assurance & Compliance
1 3 (8.33%) Actionable Recommendations
1 3 (8.33%) Data Quality
2 2 (5.56%) GDPR
3 1 (2.78%) California Consumer Privacy Act
System Software
1 3 (8.33%) Docker
2 2 (5.56%) Active Directory
2 2 (5.56%) Virtual Machines
Systems Management
1 4 (11.11%) Terraform
2 2 (5.56%) Kubernetes
2 2 (5.56%) Packer
3 1 (2.78%) Ansible
Vendors
1 12 (33.33%) Databricks
2 1 (2.78%) Google
2 1 (2.78%) Microsoft
2 1 (2.78%) SAP