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 25 June 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Jun 2026
Same period 2025 Same period 2024
Rank 408 391 524
Rank change year-on-year -17 +133 +55
Permanent jobs citing scikit-learn 25 35 55
As % of all permanent jobs with remote/hybrid work options 0.12% 0.22% 0.16%
As % of the Libraries, Frameworks & Software Standards category 0.67% 0.82% 0.60%
Number of salaries quoted 9 16 7
10th Percentile £59,400 £49,000 £48,000
25th Percentile £62,500 £52,500 £52,500
Median annual salary (50th Percentile) £70,000 £64,500 £70,000
Median % change year-on-year +8.53% -7.86% +3.70%
75th Percentile £75,000 £90,000 £82,500
90th Percentile £120,000 £90,625 £107,500
UK median annual salary £37,500 £86,376 £65,000
% change year-on-year -56.59% +32.89% -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 3,708 4,268 9,143
As % of all permanent jobs with a WFH option 18.19% 27.29% 26.76%
Number of salaries quoted 2,774 2,879 7,795
10th Percentile £41,250 £37,500 £38,750
25th Percentile £50,000 £51,250 £46,250
Median annual salary (50th Percentile) £65,000 £66,212 £60,000
Median % change year-on-year -1.83% +10.35% -8.19%
75th Percentile £82,500 £86,250 £80,000
90th Percentile £100,000 £115,000 £105,000
UK median annual salary £65,000 £66,367 £60,000
% change year-on-year -2.06% +10.61% -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 25 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 (4.00%) Apache Spark
Applications
1 1 (4.00%) Chatbot
1 1 (4.00%) Trello
Cloud Services
1 17 (68.00%) AWS
2 14 (56.00%) Azure
3 12 (48.00%) GCP
4 3 (12.00%) Amazon S3
4 3 (12.00%) Amazon SageMaker
4 3 (12.00%) AWS Lambda
4 3 (12.00%) SaaS
4 3 (12.00%) Serverless
5 1 (4.00%) Azure Data Factory
Communications & Networking
1 4 (16.00%) Broadband
Database & Business Intelligence
1 3 (12.00%) Amazon Athena
2 1 (4.00%) Amazon Redshift
2 1 (4.00%) Big Data
2 1 (4.00%) DynamoDB
2 1 (4.00%) MongoDB
2 1 (4.00%) Pinecone
2 1 (4.00%) PostgreSQL
2 1 (4.00%) SQLPlus
Development Applications
1 5 (20.00%) Git
2 1 (4.00%) JIRA
General
1 13 (52.00%) Finance
2 5 (20.00%) Analytical Skills
2 5 (20.00%) Banking
3 3 (12.00%) Social Skills
4 1 (4.00%) Inclusion and Diversity
4 1 (4.00%) Influencing Skills
4 1 (4.00%) Law
4 1 (4.00%) Manufacturing
4 1 (4.00%) Marketing
Job Titles
1 10 (40.00%) Data Scientist
2 9 (36.00%) Senior Data Scientist
3 8 (32.00%) Machine Learning Engineer
3 8 (32.00%) Senior
4 7 (28.00%) Software Engineer
5 5 (20.00%) Lead
5 5 (20.00%) Lead Data Scientist
6 3 (12.00%) Artificial Intelligence Engineer
7 2 (8.00%) Principal Engineer
8 1 (4.00%) AWS Engineer
8 1 (4.00%) Azure Engineer
8 1 (4.00%) Consulting Manager
8 1 (4.00%) Data Manager
8 1 (4.00%) Full-Stack Engineer
8 1 (4.00%) Machine Learning Scientist
8 1 (4.00%) Python Engineer
8 1 (4.00%) Senior Full-Stack Engineer
8 1 (4.00%) Senior Manager
Libraries, Frameworks & Software Standards
1 17 (68.00%) PyTorch
2 13 (52.00%) TensorFlow
3 11 (44.00%) Pandas
4 9 (36.00%) LangChain
5 8 (32.00%) LangGraph
5 8 (32.00%) NumPy
6 5 (20.00%) XGBoost
7 4 (16.00%) Keras
8 2 (8.00%) Flask
8 2 (8.00%) SciPy
9 1 (4.00%) CSS
9 1 (4.00%) D3.js
9 1 (4.00%) HTML
9 1 (4.00%) Hugging Face
9 1 (4.00%) LightGBM
9 1 (4.00%) Matplotlib
9 1 (4.00%) OpenCV
9 1 (4.00%) pytest
9 1 (4.00%) REST
9 1 (4.00%) RESTful
Miscellaneous
1 9 (36.00%) Cloud Native
2 8 (32.00%) Product Ownership
3 2 (8.00%) AI Agents
4 1 (4.00%) Algorithms
4 1 (4.00%) Clustering
4 1 (4.00%) Credit Risk
4 1 (4.00%) Life Science
4 1 (4.00%) Social Media
Operating Systems
1 1 (4.00%) Linux
Processes & Methodologies
1 24 (96.00%) Data Science
2 22 (88.00%) Machine Learning
3 17 (68.00%) AI
4 16 (64.00%) Generative AI
5 13 (52.00%) CI/CD
5 13 (52.00%) MLOps
6 12 (48.00%) Retrieval-Augmented Generation
7 10 (40.00%) Roadmaps
8 9 (36.00%) LLM
8 9 (36.00%) Software Engineering
8 9 (36.00%) Technical Leadership
9 8 (32.00%) Deployment Automation
9 8 (32.00%) Mentoring
9 8 (32.00%) Test Automation
9 8 (32.00%) Use Case
10 7 (28.00%) IT Strategy
10 7 (28.00%) Low Latency
10 7 (28.00%) Quality Management
10 7 (28.00%) Statistics
10 7 (28.00%) Technology Strategy
Programming Languages
1 25 (100.00%) Python
2 7 (28.00%) SQL
3 1 (4.00%) Bash
3 1 (4.00%) C
3 1 (4.00%) C++
3 1 (4.00%) Java
3 1 (4.00%) JavaScript
3 1 (4.00%) R
Qualifications
1 7 (28.00%) Degree
2 6 (24.00%) PhD
3 5 (20.00%) Master's Degree
System Software
1 4 (16.00%) Docker
Systems Management
1 2 (8.00%) Kubernetes
2 1 (4.00%) Terraform
Vendors
1 1 (4.00%) Cognizant
1 1 (4.00%) Google
1 1 (4.00%) OpenAI