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 9 March 2026, with comparisons to the same periods in the previous two years.

6 months to
9 Mar 2026
Same period 2025 Same period 2024
Rank 386 379 536
Rank change year-on-year -7 +157 +38
Permanent jobs citing scikit-learn 6 43 20
As % of all permanent jobs with remote/hybrid work options 0.036% 0.31% 0.067%
As % of the Libraries, Frameworks & Software Standards category 0.20% 0.93% 0.23%
Number of salaries quoted 4 20 6
10th Percentile £71,875 £57,500 £56,250
25th Percentile £74,688 £60,000 £57,500
Median annual salary (50th Percentile) £116,250 £67,500 £60,000
Median % change year-on-year +72.22% +12.50% -27.27%
75th Percentile £161,250 £88,125 £113,750
90th Percentile £168,000 £91,831 £136,250
UK median annual salary £37,500 £85,000 £65,000
% change year-on-year -55.88% +30.77% -13.79%

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 2,933 4,619 8,526
As % of all permanent jobs with a WFH option 17.72% 32.87% 28.53%
Number of salaries quoted 2,141 3,353 7,394
10th Percentile £42,500 £41,250 £39,750
25th Percentile £52,500 £51,250 £47,500
Median annual salary (50th Percentile) £67,500 £66,225 £60,000
Median % change year-on-year +1.93% +10.38% -7.69%
75th Percentile £85,000 £85,000 £80,000
90th Percentile £105,000 £110,000 £97,500
UK median annual salary £65,000 £66,000 £60,000
% change year-on-year -1.52% +10.00% -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 9 March 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 2 (33.33%) Apache Airflow
1 2 (33.33%) Apache Spark
Cloud Services
1 4 (66.67%) AWS
1 4 (66.67%) Azure
1 4 (66.67%) GCP
2 1 (16.67%) SaaS
Development Applications
1 1 (16.67%) Git
General
1 4 (66.67%) Social Skills
2 1 (16.67%) Health Technology
2 1 (16.67%) Inclusion and Diversity
Job Titles
1 3 (50.00%) Data Scientist
2 1 (16.67%) Lead
2 1 (16.67%) Lead Data Scientist
2 1 (16.67%) Machine Learning Engineer
2 1 (16.67%) Machine Learning Scientist
2 1 (16.67%) Principal Engineer
2 1 (16.67%) Senior
2 1 (16.67%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 6 (100.00%) PyTorch
1 6 (100.00%) TensorFlow
2 3 (50.00%) Pandas
3 1 (16.67%) Flask
3 1 (16.67%) Hugging Face
3 1 (16.67%) Keras
3 1 (16.67%) LangChain
3 1 (16.67%) Matplotlib
3 1 (16.67%) NumPy
3 1 (16.67%) OpenCV
3 1 (16.67%) SciPy
Miscellaneous
1 2 (33.33%) Algorithms
2 1 (16.67%) Genomics
2 1 (16.67%) Omics
Processes & Methodologies
1 6 (100.00%) AI
1 6 (100.00%) Machine Learning
2 5 (83.33%) Data Science
3 4 (66.67%) Analytics
3 4 (66.67%) LLM
3 4 (66.67%) Mentoring
3 4 (66.67%) MLOps
3 4 (66.67%) Natural Language Processing
3 4 (66.67%) Roadmaps
4 3 (50.00%) Computer Vision
4 3 (50.00%) Generative AI
5 2 (33.33%) Anomaly Detection
5 2 (33.33%) Behavioural Analytics
5 2 (33.33%) Cybersecurity
5 2 (33.33%) Exploratory Analysis
5 2 (33.33%) Observability
5 2 (33.33%) Prototyping
5 2 (33.33%) Statistical Modelling
5 2 (33.33%) Threat Detection
5 2 (33.33%) Validation
Programming Languages
1 6 (100.00%) Python
2 3 (50.00%) SQL
Qualifications
1 5 (83.33%) Degree
2 3 (50.00%) PhD
3 2 (33.33%) Master's Degree
Quality Assurance & Compliance
1 1 (16.67%) GDPR
1 1 (16.67%) ISO 13485
System Software
1 1 (16.67%) Docker
Systems Management
1 1 (16.67%) Kubernetes