scikit-learn Job Trends in England

scikit-learn
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring scikit-learn skills. It covers permanent job vacancies from the 6 months leading up to 19 December 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Dec 2025
Same period 2024 Same period 2023
Rank 512 632 575
Rank change year-on-year +120 -57 +220
Permanent jobs citing scikit-learn 83 56 70
As % of all permanent jobs in England 0.16% 0.11% 0.16%
As % of the Libraries, Frameworks & Software Standards category 1.34% 0.51% 0.62%
Number of salaries quoted 37 41 41
10th Percentile £41,750 £45,000 £53,750
25th Percentile £51,250 £60,000 £60,000
Median annual salary (50th Percentile) £70,000 £85,000 £75,000
Median % change year-on-year -17.65% +13.33% -6.25%
75th Percentile £95,000 £97,500 £83,750
90th Percentile £107,000 £130,000 £101,185
UK median annual salary £70,000 £77,500 £72,250
% change year-on-year -9.68% +7.27% -6.77%

All Software Libraries and Frameworks
England

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 requiring technical specification, industry standards, software libraries and framework skills in England.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 6,214 11,012 11,262
As % of all permanent jobs advertised in England 12.02% 21.59% 26.01%
Number of salaries quoted 4,806 6,645 9,409
10th Percentile £36,125 £40,000 £41,250
25th Percentile £50,000 £50,000 £51,250
Median annual salary (50th Percentile) £65,000 £65,000 £67,250
Median % change year-on-year - -3.35% -0.37%
75th Percentile £86,250 £86,250 £87,500
90th Percentile £113,750 £110,000 £110,000
UK median annual salary £65,000 £65,000 £65,066
% change year-on-year - -0.10% -0.47%

scikit-learn
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing scikit-learn relative to all permanent IT jobs advertised in England.

scikit-learn job vacancy trend in England

scikit-learn
Salary Trend in England

Salary distribution trend for jobs in England citing scikit-learn.

Salary distribution trend for jobs in England citing scikit-learn

scikit-learn
Salary Histogram in England

Salary distribution for jobs citing scikit-learn in England over the 6 months to 19 December 2025.

Salary histogram for scikit-learn in England

scikit-learn
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing scikit-learn within the England region over the 6 months to 19 December 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +74 47 £75,000 -18.92% 24
South East +46 10 £50,000 -20.00% 29
North of England +30 9 £70,000 -17.65% 22
Midlands - 7 £45,000 - 18
East of England +33 6 £56,250 - 20
North West +34 5 £70,000 -1.75% 12
South West +19 4 £42,500 -5.56% 19
East Midlands - 4 - - 8
Yorkshire -17 3 - - 9
West Midlands - 3 £45,000 - 10
North East - 1 - - 1
scikit-learn
UK

scikit-learn
Co-Occurring Skills & Capabilities in England 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 30 (36.14%) Apache Spark
2 12 (14.46%) Apache Airflow
3 9 (10.84%) Appian
4 3 (3.61%) Jupyter
Business Applications
1 4 (4.82%) Dynamics CRM
Cloud Services
1 51 (61.45%) AWS
2 43 (51.81%) Azure
3 31 (37.35%) GCP
4 18 (21.69%) Amazon EKS
4 18 (21.69%) Amazon ELB
4 18 (21.69%) Amazon S3
5 11 (13.25%) Azure Machine Learning
6 8 (9.64%) GitHub
6 8 (9.64%) GitHub Actions
6 8 (9.64%) Prefect
7 7 (8.43%) Azure AI
7 7 (8.43%) Azure DevOps
7 7 (8.43%) Power Platform
8 6 (7.23%) Amazon SageMaker
9 5 (6.02%) Anthropic Claude
9 5 (6.02%) Azure Data Factory
9 5 (6.02%) dbt
9 5 (6.02%) Power Automate
9 5 (6.02%) SaaS
9 5 (6.02%) Snowflake
Database & Business Intelligence
1 18 (21.69%) Delta Lake
1 18 (21.69%) DynamoDB
1 18 (21.69%) Metadata
1 18 (21.69%) Spark SQL
2 9 (10.84%) Pinecone
2 9 (10.84%) SQL Server
3 8 (9.64%) Tableau
4 7 (8.43%) Power BI
5 6 (7.23%) Data Warehouse
5 6 (7.23%) NoSQL
6 5 (6.02%) Big Data
6 5 (6.02%) MySQL
7 4 (4.82%) Amazon Redshift
7 4 (4.82%) BigQuery
7 4 (4.82%) Looker
7 4 (4.82%) Weaviate
8 2 (2.41%) Data Lake
8 2 (2.41%) Relational Database
9 1 (1.20%) Hadoop
9 1 (1.20%) Mixpanel
Development Applications
1 36 (43.37%) MLflow
2 12 (14.46%) Git
General
1 54 (65.06%) Social Skills
2 22 (26.51%) Finance
3 14 (16.87%) Analytical Skills
3 14 (16.87%) Marketing
4 9 (10.84%) Retail
5 7 (8.43%) Manufacturing
6 3 (3.61%) Electronics
6 3 (3.61%) Public Sector
6 3 (3.61%) Telecoms
7 2 (2.41%) Banking
7 2 (2.41%) Financial Institution
7 2 (2.41%) Inclusion and Diversity
7 2 (2.41%) Law
8 1 (1.20%) Digital Economy
8 1 (1.20%) Health Technology
8 1 (1.20%) Investment Banking
8 1 (1.20%) Legal
Job Titles
1 22 (26.51%) Machine Learning Engineer
2 18 (21.69%) Operations Engineer
3 16 (19.28%) Data Scientist
3 16 (19.28%) Senior
4 11 (13.25%) Artificial Intelligence Engineer
5 7 (8.43%) Lead
6 6 (7.23%) Data Engineer
6 6 (7.23%) Developer
6 6 (7.23%) Senior Data Scientist
7 5 (6.02%) Automation Engineer
7 5 (6.02%) Lead Data Engineer
8 4 (4.82%) Analyst
8 4 (4.82%) Business Intelligence Analyst
8 4 (4.82%) Development Manager
8 4 (4.82%) Head of AI
8 4 (4.82%) Senior Developer
9 3 (3.61%) Consultant
9 3 (3.61%) Data Consultant
9 3 (3.61%) Python Developer
9 3 (3.61%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 65 (78.31%) PyTorch
1 65 (78.31%) TensorFlow
2 54 (65.06%) Pandas
3 42 (50.60%) NumPy
4 23 (27.71%) PySpark
5 21 (25.30%) Keras
6 18 (21.69%) Lambda Expressions
6 18 (21.69%) Metaflow
6 18 (21.69%) YAML
7 17 (20.48%) Hugging Face
8 13 (15.66%) LangChain
9 12 (14.46%) FastAPI
9 12 (14.46%) REST
10 9 (10.84%) Django
11 8 (9.64%) Flask
11 8 (9.64%) pytest
12 7 (8.43%) Kafka
13 5 (6.02%) React
13 5 (6.02%) Swagger
13 5 (6.02%) XGBoost
Miscellaneous
1 18 (21.69%) Linux Command Line
2 14 (16.87%) Algorithms
3 9 (10.84%) Cloud Native
4 8 (9.64%) Distributed Systems
5 7 (8.43%) Legacy Systems
6 5 (6.02%) Low-Code
7 4 (4.82%) Hackathon
8 3 (3.61%) Data Structures
8 3 (3.61%) Life Science
9 2 (2.41%) Product Ownership
9 2 (2.41%) Robotics
9 2 (2.41%) Team-Oriented Environment
10 1 (1.20%) AI Agents
10 1 (1.20%) Credit Risk
10 1 (1.20%) Enterprise Software
10 1 (1.20%) Genomics
10 1 (1.20%) Omics
10 1 (1.20%) Social Network
Operating Systems
1 18 (21.69%) Unix
Processes & Methodologies
1 81 (97.59%) Machine Learning
2 70 (84.34%) AI
3 66 (79.52%) Data Science
4 55 (66.27%) MLOps
5 50 (60.24%) CI/CD
6 42 (50.60%) Containerisation
7 35 (42.17%) LLM
8 30 (36.14%) Visualisation
9 28 (33.73%) Analytics
10 27 (32.53%) Natural Language Processing
11 23 (27.71%) Deployment Automation
11 23 (27.71%) OO
12 22 (26.51%) Unit Testing
13 21 (25.30%) Data Pipeline
14 20 (24.10%) Data Engineering
14 20 (24.10%) DevOps
15 19 (22.89%) Information Security
15 19 (22.89%) Validation
16 18 (21.69%) OOP
16 18 (21.69%) Software Engineering
Programming Languages
1 83 (100.00%) Python
2 53 (63.86%) SQL
3 7 (8.43%) Java
3 7 (8.43%) R
4 5 (6.02%) JavaScript
4 5 (6.02%) PHP
5 4 (4.82%) Data Analysis Expressions
5 4 (4.82%) Go
5 4 (4.82%) TypeScript
6 3 (3.61%) Bicep
7 2 (2.41%) Bash
8 1 (1.20%) C
8 1 (1.20%) C++
8 1 (1.20%) MATLAB
8 1 (1.20%) PowerShell
Qualifications
1 24 (28.92%) Degree
2 18 (21.69%) Master's Degree
3 9 (10.84%) PhD
4 4 (4.82%) Computer Science Degree
5 2 (2.41%) SC Cleared
5 2 (2.41%) Security Cleared
6 1 (1.20%) DV Cleared
6 1 (1.20%) Microsoft Certification
Quality Assurance & Compliance
1 7 (8.43%) Data Quality
2 4 (4.82%) SLA
3 2 (2.41%) ISO/IEC 27001
4 1 (1.20%) GDPR
4 1 (1.20%) ISO 13485
System Software
1 51 (61.45%) Docker
Systems Management
1 42 (50.60%) Kubernetes
2 24 (28.92%) Kubeflow
3 23 (27.71%) Terraform
4 4 (4.82%) Ansible
Vendors
1 21 (25.30%) Databricks
2 15 (18.07%) OpenAI
3 5 (6.02%) Alteryx
3 5 (6.02%) Automation Anywhere
3 5 (6.02%) Google
3 5 (6.02%) UiPath
4 4 (4.82%) HubSpot
4 4 (4.82%) Microsoft
4 4 (4.82%) Salesforce
4 4 (4.82%) Talend
4 4 (4.82%) Zoho
5 3 (3.61%) SAP
6 2 (2.41%) Foundry
7 1 (1.20%) Amplitude
7 1 (1.20%) CrowdStrike
7 1 (1.20%) Fortinet
7 1 (1.20%) Palo Alto