Hybrid/Remote scikit-learn Job Trends

scikit-learn
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring scikit-learn skills. It covers permanent job vacancies from the 6 months leading up to 4 June 2026, with comparisons to the same periods in the previous two years.

6 months to
4 Jun 2026
Same period 2025 Same period 2024
Rank 399 398 530
Rank change year-on-year -1 +132 +60
Permanent jobs citing scikit-learn 20 32 54
As % of all permanent jobs with remote/hybrid work options 0.10% 0.22% 0.16%
As % of the Libraries, Frameworks & Software Standards category 0.58% 0.75% 0.61%
Number of salaries quoted 6 13 6
10th Percentile £56,625 £47,350 £47,500
25th Percentile £61,563 £62,000 £51,250
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -13.33%
75th Percentile £75,000 £90,000 £87,500
90th Percentile - £91,000 £111,250
UK median annual salary £37,500 £87,500 £65,000
% change year-on-year -57.14% +34.62% -13.33%

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 3,433 4,261 8,797
As % of all permanent jobs with a WFH option 17.84% 28.70% 26.24%
Number of salaries quoted 2,489 2,844 7,627
10th Percentile £41,250 £37,500 £38,750
25th Percentile £50,000 £51,250 £47,125
Median annual salary (50th Percentile) £65,000 £65,000 £60,000
Median % change year-on-year - +8.33% -8.19%
75th Percentile £83,750 £85,000 £79,363
90th Percentile £100,000 £115,000 £100,000
UK median annual salary £65,000 £66,206 £60,000
% change year-on-year -1.82% +10.34% -11.11%

scikit-learn
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing scikit-learn and offering remote or hybrid work options relative to all permanent IT jobs advertised.

scikit-learn job vacancy trend for remote/hybrid jobs

scikit-learn
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing scikit-learn.

Salary distribution trend for jobs with remote/hybrid work options citing scikit-learn

scikit-learn
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing scikit-learn over the 6 months to 4 June 2026.

scikit-learn salary histogram for jobs with remote/hybrid work options

scikit-learn
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 1 (5.00%) Apache Spark
Applications
1 1 (5.00%) Chatbot
1 1 (5.00%) Trello
Cloud Services
1 12 (60.00%) AWS
2 10 (50.00%) Azure
3 8 (40.00%) GCP
4 3 (15.00%) Amazon S3
4 3 (15.00%) Amazon SageMaker
4 3 (15.00%) AWS Lambda
4 3 (15.00%) SaaS
4 3 (15.00%) Serverless
5 1 (5.00%) Azure Data Factory
Communications & Networking
1 4 (20.00%) Broadband
Database & Business Intelligence
1 3 (15.00%) Amazon Athena
2 1 (5.00%) Amazon Redshift
2 1 (5.00%) Big Data
2 1 (5.00%) DynamoDB
2 1 (5.00%) MongoDB
2 1 (5.00%) Pinecone
2 1 (5.00%) PostgreSQL
2 1 (5.00%) SQLPlus
Development Applications
1 4 (20.00%) Git
2 1 (5.00%) JIRA
General
1 10 (50.00%) Finance
2 4 (20.00%) Analytical Skills
3 3 (15.00%) Banking
3 3 (15.00%) Social Skills
4 1 (5.00%) Inclusion and Diversity
4 1 (5.00%) Law
4 1 (5.00%) Manufacturing
4 1 (5.00%) Marketing
Job Titles
1 9 (45.00%) Data Scientist
2 8 (40.00%) Senior Data Scientist
3 6 (30.00%) Machine Learning Engineer
3 6 (30.00%) Senior
4 5 (25.00%) Software Engineer
5 4 (20.00%) Lead
5 4 (20.00%) Lead Data Scientist
6 1 (5.00%) Artificial Intelligence Engineer
6 1 (5.00%) AWS Engineer
6 1 (5.00%) Azure Engineer
6 1 (5.00%) Consulting Manager
6 1 (5.00%) Data Manager
6 1 (5.00%) Full-Stack Engineer
6 1 (5.00%) Machine Learning Scientist
6 1 (5.00%) Python Engineer
6 1 (5.00%) Senior Full-Stack Engineer
6 1 (5.00%) Senior Manager
Libraries, Frameworks & Software Standards
1 13 (65.00%) PyTorch
2 10 (50.00%) Pandas
3 9 (45.00%) TensorFlow
4 8 (40.00%) NumPy
5 7 (35.00%) LangChain
6 6 (30.00%) LangGraph
7 5 (25.00%) XGBoost
8 4 (20.00%) Keras
9 2 (10.00%) Flask
9 2 (10.00%) SciPy
10 1 (5.00%) CSS
10 1 (5.00%) D3.js
10 1 (5.00%) HTML
10 1 (5.00%) Hugging Face
10 1 (5.00%) LightGBM
10 1 (5.00%) Matplotlib
10 1 (5.00%) OpenCV
10 1 (5.00%) pytest
10 1 (5.00%) REST
10 1 (5.00%) RESTful
Miscellaneous
1 7 (35.00%) Cloud Native
2 6 (30.00%) Product Ownership
3 2 (10.00%) AI Agents
4 1 (5.00%) Algorithms
4 1 (5.00%) Clustering
4 1 (5.00%) Life Science
4 1 (5.00%) Social Media
Operating Systems
1 1 (5.00%) Linux
Processes & Methodologies
1 19 (95.00%) Data Science
2 17 (85.00%) Machine Learning
3 13 (65.00%) AI
4 12 (60.00%) Generative AI
5 10 (50.00%) Retrieval-Augmented Generation
6 8 (40.00%) CI/CD
6 8 (40.00%) MLOps
7 7 (35.00%) LLM
7 7 (35.00%) Roadmaps
7 7 (35.00%) Statistics
8 6 (30.00%) Deployment Automation
8 6 (30.00%) Mathematics
8 6 (30.00%) Technical Leadership
9 5 (25.00%) Architectural Design
9 5 (25.00%) Community of Practice
9 5 (25.00%) Conversational UI
9 5 (25.00%) IT Strategy
9 5 (25.00%) Low Latency
9 5 (25.00%) Mentoring
9 5 (25.00%) Technical Debt
Programming Languages
1 20 (100.00%) Python
2 6 (30.00%) SQL
3 1 (5.00%) Bash
3 1 (5.00%) C
3 1 (5.00%) C++
3 1 (5.00%) Java
3 1 (5.00%) JavaScript
3 1 (5.00%) R
Qualifications
1 7 (35.00%) Degree
2 6 (30.00%) PhD
3 5 (25.00%) Master's Degree
System Software
1 4 (20.00%) Docker
Systems Management
1 2 (10.00%) Kubernetes
2 1 (5.00%) Terraform
Vendors
1 1 (5.00%) Cognizant
1 1 (5.00%) Google
1 1 (5.00%) OpenAI