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 12 January 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Jan 2026
Same period 2025 Same period 2024
Rank 358 406 463
Rank change year-on-year +48 +57 +130
Permanent jobs citing scikit-learn 13 26 26
As % of all permanent jobs with remote/hybrid work options 0.087% 0.16% 0.12%
As % of the Libraries, Frameworks & Software Standards category 0.49% 0.51% 0.39%
Number of salaries quoted 13 21 10
10th Percentile - £57,500 £57,500
25th Percentile £38,750 £58,750 -
Median annual salary (50th Percentile) £70,000 £65,000 £60,000
Median % change year-on-year +7.69% +8.33% -27.27%
75th Percentile £95,000 £87,500 £79,063
90th Percentile £157,500 £97,500 £86,250
UK median annual salary £70,000 £77,500 £72,500
% change year-on-year -9.68% +6.90% -6.45%

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 2,667 5,068 6,704
As % of all permanent jobs with a WFH option 17.84% 30.84% 30.80%
Number of salaries quoted 2,055 3,235 5,751
10th Percentile £40,584 £41,250 £40,500
25th Percentile £51,250 £51,250 £50,000
Median annual salary (50th Percentile) £66,500 £67,500 £65,000
Median % change year-on-year -1.48% +3.85% -
75th Percentile £85,000 £85,000 £82,500
90th Percentile £110,000 £110,000 £100,000
UK median annual salary £65,000 £65,000 £65,000
% change year-on-year - - -3.70%

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 12 January 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 4 (30.77%) Apache Airflow
2 3 (23.08%) Apache Spark
Business Applications
1 4 (30.77%) Dynamics CRM
Cloud Services
1 10 (76.92%) Azure
2 9 (69.23%) AWS
2 9 (69.23%) GCP
3 6 (46.15%) Power Platform
4 5 (38.46%) dbt
5 4 (30.77%) Amazon SageMaker
5 4 (30.77%) Azure DevOps
5 4 (30.77%) Azure Machine Learning
5 4 (30.77%) Dynamics 365
5 4 (30.77%) Fivetran
5 4 (30.77%) GitHub
5 4 (30.77%) GitHub Actions
5 4 (30.77%) Google Data Studio
5 4 (30.77%) SaaS
5 4 (30.77%) Snowflake
6 1 (7.69%) Google Analytics
Database & Business Intelligence
1 6 (46.15%) Power BI
1 6 (46.15%) Tableau
2 4 (30.77%) Amazon Redshift
2 4 (30.77%) BigQuery
2 4 (30.77%) Data Warehouse
2 4 (30.77%) Looker
2 4 (30.77%) SQL Server
3 1 (7.69%) Mixpanel
3 1 (7.69%) NoSQL
3 1 (7.69%) Relational Database
Development Applications
1 4 (30.77%) Git
General
1 9 (69.23%) Social Skills
2 5 (38.46%) Finance
2 5 (38.46%) Marketing
2 5 (38.46%) Retail
3 2 (15.38%) Analytical Skills
4 1 (7.69%) Banking
4 1 (7.69%) Health Technology
Job Titles
1 5 (38.46%) Data Scientist
2 4 (30.77%) Analyst
2 4 (30.77%) Business Intelligence Analyst
3 2 (15.38%) Senior
4 1 (7.69%) Artificial Intelligence Engineer
4 1 (7.69%) Lead
4 1 (7.69%) Lead Data Scientist
4 1 (7.69%) Machine Learning Engineer
4 1 (7.69%) Machine Learning Scientist
4 1 (7.69%) Principal Engineer
4 1 (7.69%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 10 (76.92%) Pandas
2 6 (46.15%) NumPy
2 6 (46.15%) PyTorch
2 6 (46.15%) TensorFlow
3 5 (38.46%) Hugging Face
4 2 (15.38%) LightGBM
4 2 (15.38%) XGBoost
5 1 (7.69%) LangChain
Miscellaneous
1 1 (7.69%) Algorithms
1 1 (7.69%) Credit Risk
1 1 (7.69%) Genomics
1 1 (7.69%) Legacy Systems
1 1 (7.69%) Omics
Processes & Methodologies
1 12 (92.31%) Machine Learning
2 10 (76.92%) AI
2 10 (76.92%) Analytics
3 9 (69.23%) Data Science
4 8 (61.54%) Natural Language Processing
5 6 (46.15%) Business Intelligence
6 5 (38.46%) A/B Testing
6 5 (38.46%) Actionable Insight
6 5 (38.46%) CRM
6 5 (38.46%) Customer Insight
6 5 (38.46%) Data Pipeline
6 5 (38.46%) Data Transformation
6 5 (38.46%) DevOps
6 5 (38.46%) MLOps
6 5 (38.46%) Use Case
7 4 (30.77%) Behavioural Analytics
7 4 (30.77%) Code Quality
7 4 (30.77%) Data Munging
7 4 (30.77%) LLM
7 4 (30.77%) Mentoring
Programming Languages
1 13 (100.00%) Python
2 11 (84.62%) SQL
3 4 (30.77%) Data Analysis Expressions
4 1 (7.69%) R
Qualifications
1 7 (53.85%) Degree
2 3 (23.08%) Master's Degree
2 3 (23.08%) PhD
3 1 (7.69%) Computer Science Degree
Quality Assurance & Compliance
1 1 (7.69%) GDPR
1 1 (7.69%) ISO 13485
Vendors
1 5 (38.46%) Google
2 4 (30.77%) Alteryx
2 4 (30.77%) HubSpot
2 4 (30.77%) OpenAI
2 4 (30.77%) Salesforce
2 4 (30.77%) Talend
2 4 (30.77%) Zoho
3 1 (7.69%) Amplitude
3 1 (7.69%) Microsoft