scikit-learn
UK

The table below provides summary statistics and salary benchmarking for jobs requiring scikit-learn skills. It covers permanent job vacancies from the 6 months leading up to 29 July 2026, with comparisons to the same periods in the previous two years.

6 months to
29 Jul 2026
Same period 2025 Same period 2024
Rank 623 573 744
Rank change year-on-year -50 +171 +23
Permanent jobs citing scikit-learn 151 101 91
As % of all permanent jobs in the UK 0.15% 0.20% 0.10%
As % of the Libraries, Frameworks & Software Standards category 1.45% 1.16% 0.54%
Number of salaries quoted 82 48 32
10th Percentile - £44,625 £46,625
25th Percentile £33,750 £55,313 £57,500
Median annual salary (50th Percentile) £37,500 £85,253 £71,250
Median % change year-on-year -56.01% +19.65% +1.79%
75th Percentile £66,563 £98,750 £104,375
90th Percentile £113,750 £118,250 £129,625
UK excluding London median annual salary £37,500 £55,000 £63,750
% change year-on-year -31.82% -13.73% +2.00%

All Software Libraries and Frameworks
UK

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.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 10,419 8,722 16,802
As % of all permanent jobs advertised in the UK 10.24% 17.68% 19.29%
Number of salaries quoted 7,720 5,725 12,373
10th Percentile £41,225 £38,175 £37,500
25th Percentile £50,000 £50,750 £46,250
Median annual salary (50th Percentile) £65,000 £67,500 £60,000
Median % change year-on-year -3.70% +12.50% -11.11%
75th Percentile £85,000 £87,500 £80,000
90th Percentile £100,000 £113,888 £105,000
UK excluding London median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -4.35%

scikit-learn
Job Vacancy Trend

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

scikit-learn job vacancy trend in the UK

scikit-learn
Salary Trend

Salary distribution trend for jobs in the UK citing scikit-learn.

Salary distribution trend for jobs in the UK citing scikit-learn

scikit-learn
Salary Histogram

Salary distribution for jobs citing scikit-learn over the 6 months to 29 July 2026.

Salary histogram for scikit-learn in the UK

scikit-learn
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing scikit-learn within the UK over the 6 months to 29 July 2026. 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
England -43 137 £37,500 -56.01% 125
UK excluding London -64 76 £37,500 -31.82% 87
London -9 61 £107,500 +13.16% 61
North of England -16 35 £37,500 -41.41% 22
Work from Home -42 33 £88,750 +43.15% 26
Midlands -24 19 £37,500 -29.91% 12
North West -6 18 £37,500 -42.31% 13
Yorkshire -21 13 £37,500 -36.97% 6
East Midlands -21 10 £39,250 - 7
West Midlands -23 9 £37,500 -29.91% 5
East of England -31 8 £55,000 +29.41% 9
Scotland +11 5 £37,500 - 2
South West -58 5 £37,500 -18.92% 13
North East -48 4 £37,500 - 5
South East -40 3 £70,000 -8.20% 25
Northern Ireland - 1 - - 4

scikit-learn
Co-Occurring Skills & Capabilities 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 50 (33.11%) Jupyter
2 25 (16.56%) Apache Airflow
3 24 (15.89%) Apache Spark
4 1 (0.66%) Appian
Applications
1 52 (34.44%) Chatbot
2 1 (0.66%) Trello
Business Applications
1 1 (0.66%) NetSuite
Cloud Services
1 123 (81.46%) AWS
2 62 (41.06%) Azure
3 54 (35.76%) GCP
4 50 (33.11%) Cloud Computing
5 32 (21.19%) Power Platform
6 27 (17.88%) Snowflake
7 25 (16.56%) dbt
8 23 (15.23%) Azure Synapse Analytics
9 8 (5.30%) Amazon S3
9 8 (5.30%) AWS Lambda
9 8 (5.30%) Serverless
10 6 (3.97%) Amazon OpenSearch
11 5 (3.31%) Amazon SageMaker
12 4 (2.65%) SaaS
13 3 (1.99%) Anthropic Claude
13 3 (1.99%) Azure Machine Learning
13 3 (1.99%) GitHub
14 2 (1.32%) Azure AI
14 2 (1.32%) Azure Data Factory
14 2 (1.32%) Azure DevOps
Communications & Networking
1 4 (2.65%) Broadband
Database & Business Intelligence
1 32 (21.19%) Power BI
2 30 (19.87%) Data Warehouse
3 25 (16.56%) Tableau
4 24 (15.89%) Amazon Redshift
4 24 (15.89%) BigQuery
5 23 (15.23%) Data Lake
5 23 (15.23%) Elasticsearch
5 23 (15.23%) Looker
5 23 (15.23%) Snowflake Schema
6 6 (3.97%) MongoDB
6 6 (3.97%) Pinecone
7 4 (2.65%) Big Data
7 4 (2.65%) NoSQL
7 4 (2.65%) PostgreSQL
8 3 (1.99%) Amazon Athena
8 3 (1.99%) MySQL
9 2 (1.32%) Neo4j
9 2 (1.32%) Redis
9 2 (1.32%) Relational Database
9 2 (1.32%) SQL Server
Development Applications
1 50 (33.11%) Visual Studio Code
2 26 (17.22%) MLflow
3 17 (11.26%) Git
4 8 (5.30%) GitLab
5 2 (1.32%) Jenkins
6 1 (0.66%) JIRA
6 1 (0.66%) NUnit
6 1 (0.66%) Yeoman
General
1 90 (59.60%) Finance
2 56 (37.09%) Retail
3 51 (33.77%) Manufacturing
4 43 (28.48%) Analytical Skills
5 18 (11.92%) Banking
6 13 (8.61%) Social Skills
7 11 (7.28%) Inclusion and Diversity
8 10 (6.62%) Law
9 9 (5.96%) Marketing
10 6 (3.97%) Pharmaceutical
11 5 (3.31%) Retail Banking
12 2 (1.32%) Publishing
13 1 (0.66%) Financial Institution
13 1 (0.66%) Influencing Skills
13 1 (0.66%) Investment Banking
13 1 (0.66%) Legal
Job Titles
1 47 (31.13%) Artificial Intelligence Programmer
1 47 (31.13%) Programmer
1 47 (31.13%) Trainee
1 47 (31.13%) Trainee Programmer
2 34 (22.52%) Senior
3 28 (18.54%) Data Scientist
4 23 (15.23%) Senior Systems Engineer
4 23 (15.23%) Systems Engineer
5 20 (13.25%) Lead
6 17 (11.26%) Senior Data Scientist
7 13 (8.61%) Machine Learning Scientist
8 12 (7.95%) Developer
9 11 (7.28%) Lead Data Scientist
9 11 (7.28%) Software Engineer
10 10 (6.62%) Machine Learning Engineer
11 7 (4.64%) Artificial Intelligence Engineer
12 4 (2.65%) Artificial Intelligence Developer
12 4 (2.65%) Consultant
12 4 (2.65%) Data Consultant
12 4 (2.65%) Security Consultant
Libraries, Frameworks & Software Standards
1 85 (56.29%) Pandas
2 80 (52.98%) PyTorch
3 75 (49.67%) NumPy
4 64 (42.38%) TensorFlow
5 54 (35.76%) Hugging Face
6 53 (35.10%) Matplotlib
7 51 (33.77%) Streamlit
8 40 (26.49%) LangChain
9 31 (20.53%) Kafka
10 26 (17.22%) LlamaIndex
11 25 (16.56%) pgvector
12 13 (8.61%) XGBoost
13 12 (7.95%) LangGraph
14 11 (7.28%) REST
15 8 (5.30%) RabbitMQ
16 7 (4.64%) FastAPI
16 7 (4.64%) Flask
17 6 (3.97%) AngularJS
17 6 (3.97%) OpenTelemetry
18 4 (2.65%) Keras
Miscellaneous
1 54 (35.76%) Algorithms
2 42 (27.81%) Cloud Native
3 24 (15.89%) Clustering
4 23 (15.23%) Public Cloud
5 10 (6.62%) Product Ownership
6 8 (5.30%) Distributed Systems
7 6 (3.97%) Credit Risk
8 5 (3.31%) AI Agents
8 5 (3.31%) Mobile Banking
9 3 (1.99%) Data Structures
9 3 (1.99%) Enterprise Software
10 2 (1.32%) Hackathon
10 2 (1.32%) Legacy Systems
11 1 (0.66%) Acoustics
11 1 (0.66%) Autonomous Agent
11 1 (0.66%) Blog
11 1 (0.66%) Life Science
11 1 (0.66%) Low-Code
11 1 (0.66%) Social Media
Operating Systems
1 1 (0.66%) Linux
Processes & Methodologies
1 143 (94.70%) Machine Learning
2 130 (86.09%) AI
3 96 (63.58%) Retrieval-Augmented Generation
4 86 (56.95%) Prompt Engineering
5 83 (54.97%) Data Science
6 81 (53.64%) LLM
7 63 (41.72%) Visualisation
8 57 (37.75%) Neural Network
9 56 (37.09%) Conversational UI
10 54 (35.76%) Workflow
11 53 (35.10%) Artificial Intelligence Engineering
11 53 (35.10%) Generative AI
11 53 (35.10%) OO
12 52 (34.44%) Analytics
12 52 (34.44%) Data Privacy
13 51 (33.77%) Customer Service
13 51 (33.77%) OOP
14 50 (33.11%) Sentiment Analysis
15 42 (27.81%) Data Pipeline
16 39 (25.83%) Feature Engineering
Programming Languages
1 147 (97.35%) Python
2 59 (39.07%) SQL
3 7 (4.64%) JavaScript
4 3 (1.99%) C++
4 3 (1.99%) Java
4 3 (1.99%) R
5 1 (0.66%) Bash
5 1 (0.66%) C
5 1 (0.66%) C#
5 1 (0.66%) Data Analysis Expressions
5 1 (0.66%) T-SQL
Qualifications
1 50 (33.11%) AWS Certification
1 50 (33.11%) AWS Certified Cloud Practitioner
2 22 (14.57%) Degree
3 13 (8.61%) Security Cleared
4 11 (7.28%) PhD
5 8 (5.30%) Master's Degree
6 6 (3.97%) DBS Check
7 3 (1.99%) Computer Science Degree
8 1 (0.66%) DV Cleared
8 1 (0.66%) SC Cleared
Quality Assurance & Compliance
1 28 (18.54%) GDPR
2 23 (15.23%) California Consumer Privacy Act
3 8 (5.30%) Data Quality
4 5 (3.31%) EU AI Act
System Software
1 17 (11.26%) Docker
Systems Management
1 16 (10.60%) Kubernetes
2 8 (5.30%) Terraform
3 6 (3.97%) Ansible
3 6 (3.97%) Grafana
3 6 (3.97%) Prometheus
4 2 (1.32%) Argo
Vendors
1 52 (34.44%) Microsoft
2 31 (20.53%) Databricks
3 23 (15.23%) Cloudera
3 23 (15.23%) Dell
4 12 (7.95%) Google
5 11 (7.28%) OpenAI
6 1 (0.66%) Automation Anywhere
6 1 (0.66%) Cognizant
6 1 (0.66%) UiPath