scikit-learn Jobs

scikit-learn
UK

The table below provides summary statistics for permanent job vacancies requiring scikit-learn skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited scikit-learn over the 6 months leading up to 5 July 2025, comparing them to the same period in the previous two years.

6 months to
5 Jul 2025
Same period 2024 Same period 2023
Rank 646 821 811
Rank change year-on-year +175 -10 -63
Permanent jobs citing scikit-learn 94 93 86
As % of all permanent jobs advertised in the UK 0.16% 0.087% 0.097%
As % of the Libraries, Frameworks & Software Standards category 0.95% 0.43% 0.34%
Number of salaries quoted 42 32 72
10th Percentile £51,825 £45,125 £53,875
25th Percentile £64,063 £57,500 £58,750
Median annual salary (50th Percentile) £86,376 £70,000 £72,500
Median % change year-on-year +23.39% -3.45% -9.38%
75th Percentile £104,375 £95,000 £85,000
90th Percentile £119,750 £125,625 £104,000
UK excluding London median annual salary £67,500 £63,750 £62,500
% change year-on-year +5.88% +2.00% -3.85%

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 9,907 21,536 25,330
As % of all permanent jobs advertised in the UK 16.64% 20.15% 28.50%
Number of salaries quoted 6,016 15,970 17,277
10th Percentile £38,750 £36,250 £40,500
25th Percentile £51,250 £45,000 £50,000
Median annual salary (50th Percentile) £67,500 £60,000 £67,000
Median % change year-on-year +12.50% -10.45% +4.69%
75th Percentile £87,500 £80,000 £86,250
90th Percentile £112,500 £100,000 £106,250
UK excluding London median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% +4.55%

scikit-learn
Job Vacancy Trend

Job postings citing scikit-learn as a proportion of all IT jobs advertised.

Job vacancy trend for scikit-learn in the UK

scikit-learn
Salary Trend

3-month moving average salary quoted in jobs citing scikit-learn.

Salary trend for scikit-learn in the UK

scikit-learn
Salary Histogram

Salary distribution for jobs citing scikit-learn over the 6 months to 5 July 2025.

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 5 July 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
England +151 85 £87,500 +25.00% 547
UK excluding London +207 58 £67,500 +5.88% 216
Work from Home +98 36 £65,000 -7.14% 286
London +68 36 £95,000 +11.76% 361
North of England +65 20 £64,500 -0.77% 57
East of England +45 13 - - 42
North West +11 11 £72,500 +9.43% 28
Scotland +96 8 £70,000 - 17
Yorkshire +52 8 £64,000 -1.54% 28
Midlands +95 7 £53,500 +7.00% 20
South East +69 6 £110,000 +39.68% 61
East Midlands - 4 - - 10
South West +95 3 £50,000 -23.08% 20
West Midlands +68 3 £53,500 +7.00% 10
Wales - 1 - - 4
North East - 1 - - 1

scikit-learn
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 33 (35.11%) Apache Spark
2 9 (9.57%) Apache
2 9 (9.57%) Apache Airflow
Cloud Services
1 61 (64.89%) AWS
2 23 (24.47%) Azure
3 20 (21.28%) Amazon S3
3 20 (21.28%) GCP
4 19 (20.21%) Amazon EKS
4 19 (20.21%) Amazon ELB
5 14 (14.89%) Amazon SageMaker
6 7 (7.45%) Azure Machine Learning
7 4 (4.26%) Snowflake
8 3 (3.19%) GitHub
8 3 (3.19%) GitHub Actions
9 2 (2.13%) Prefect
10 1 (1.06%) Amazon EC2
10 1 (1.06%) AWS Lambda
10 1 (1.06%) Azure Data Factory
10 1 (1.06%) Cloud Computing
10 1 (1.06%) Power Platform
10 1 (1.06%) Rekognition
10 1 (1.06%) SaaS
10 1 (1.06%) Serverless
Database & Business Intelligence
1 19 (20.21%) Delta Lake
1 19 (20.21%) DynamoDB
1 19 (20.21%) Metadata
1 19 (20.21%) Spark SQL
2 9 (9.57%) Tableau
3 7 (7.45%) Hadoop
4 4 (4.26%) Big Data
4 4 (4.26%) Data Warehouse
4 4 (4.26%) Relational Database
5 3 (3.19%) Data Lake
5 3 (3.19%) Data Mining
5 3 (3.19%) NoSQL
5 3 (3.19%) Pinecone
5 3 (3.19%) Weaviate
6 1 (1.06%) MongoDB
6 1 (1.06%) Neo4j
6 1 (1.06%) Power BI
6 1 (1.06%) TigerGraph
Development Applications
1 24 (25.53%) MLflow
2 22 (23.40%) Git
3 2 (2.13%) Artifactory
General
1 46 (48.94%) Social Skills
2 22 (23.40%) Finance
3 14 (14.89%) Analytical Skills
4 13 (13.83%) Banking
5 11 (11.70%) Pharmaceutical
6 10 (10.64%) Manufacturing
7 9 (9.57%) Inclusion and Diversity
8 6 (6.38%) Law
9 1 (1.06%) Aviation
9 1 (1.06%) Czech Language
9 1 (1.06%) Electronics
9 1 (1.06%) Games
9 1 (1.06%) Legal
9 1 (1.06%) Marketing
9 1 (1.06%) Presentation Skills
9 1 (1.06%) Public Sector
9 1 (1.06%) Telecoms
Job Titles
1 32 (34.04%) Machine Learning Engineer
2 28 (29.79%) Data Scientist
3 25 (26.60%) Senior
4 20 (21.28%) Senior Data Scientist
5 19 (20.21%) Operations Engineer
6 9 (9.57%) Lead
6 9 (9.57%) Principal Data Scientist
7 5 (5.32%) Artificial Intelligence Engineer
7 5 (5.32%) Software Engineer
8 4 (4.26%) Implementation Engineer
8 4 (4.26%) Integration Engineer
8 4 (4.26%) Software Integration Engineer
8 4 (4.26%) Test and Integration Engineer
9 3 (3.19%) Head of AI
10 1 (1.06%) Computational Chemist
10 1 (1.06%) Engineering Manager
10 1 (1.06%) Head of Architecture
10 1 (1.06%) Lead Software Engineer
10 1 (1.06%) Python Data Engineer
10 1 (1.06%) Research Engineer
Libraries, Frameworks & Software Standards
1 76 (80.85%) TensorFlow
2 65 (69.15%) PyTorch
3 49 (52.13%) Pandas
4 41 (43.62%) NumPy
5 34 (36.17%) PySpark
6 32 (34.04%) Keras
7 19 (20.21%) Lambda Expressions
7 19 (20.21%) Metaflow
7 19 (20.21%) YAML
8 6 (6.38%) XGBoost
9 5 (5.32%) Hugging Face
10 4 (4.26%) Kafka
11 3 (3.19%) PyMC3
11 3 (3.19%) pytest
11 3 (3.19%) Statsmodels
12 2 (2.13%) Anaconda
12 2 (2.13%) Google JAX
12 2 (2.13%) JAX
12 2 (2.13%) ONNX
12 2 (2.13%) OpenCV
Miscellaneous
1 43 (45.74%) Algorithms
2 22 (23.40%) Linux Command Line
3 9 (9.57%) Credit Risk
4 3 (3.19%) Sports Betting
5 2 (2.13%) Data Structures
5 2 (2.13%) Distributed Computing
5 2 (2.13%) Distributed Systems
5 2 (2.13%) Public Cloud
5 2 (2.13%) Robotics
6 1 (1.06%) AI Agents
6 1 (1.06%) Biopharmaceutical
6 1 (1.06%) Blog
6 1 (1.06%) Cloud Native
6 1 (1.06%) Data Protection Act
6 1 (1.06%) Greenfield Project
6 1 (1.06%) IoT
6 1 (1.06%) Product Ownership
6 1 (1.06%) Reinsurance
6 1 (1.06%) Team-Oriented Environment
Operating Systems
1 19 (20.21%) Unix
2 3 (3.19%) Linux
2 3 (3.19%) VMS
2 3 (3.19%) Windows
Processes & Methodologies
1 94 (100.00%) Machine Learning
2 82 (87.23%) Data Science
3 73 (77.66%) Artificial Intelligence
4 51 (54.26%) Visualisation
5 50 (53.19%) MLOps
6 35 (37.23%) CI/CD
7 33 (35.11%) Software Engineering
8 32 (34.04%) Statistics
9 30 (31.91%) Analytics
10 29 (30.85%) Containerisation
10 29 (30.85%) Deep Learning
11 27 (28.72%) Mathematics
11 27 (28.72%) Natural Language Processing
11 27 (28.72%) Problem-Solving
12 23 (24.47%) Computer Science
12 23 (24.47%) Generative AI
12 23 (24.47%) Physics
13 22 (23.40%) Time Management
14 20 (21.28%) Unit Testing
15 19 (20.21%) OWASP
Programming Languages
1 94 (100.00%) Python
2 55 (58.51%) SQL
3 12 (12.77%) R
4 9 (9.57%) Java
5 5 (5.32%) C++
6 3 (3.19%) Bash
6 3 (3.19%) C
6 3 (3.19%) PowerShell
7 2 (2.13%) Shell Script
8 1 (1.06%) JavaScript
8 1 (1.06%) Julia
Qualifications
1 39 (41.49%) Degree
2 23 (24.47%) Master's Degree
3 20 (21.28%) PhD
4 9 (9.57%) DBS Check
5 7 (7.45%) Computer Science Degree
6 3 (3.19%) Postgraduate
Quality Assurance & Compliance
1 5 (5.32%) Data Quality
2 3 (3.19%) Actionable Recommendations
3 2 (2.13%) GDPR
4 1 (1.06%) California Consumer Privacy Act
System Software
1 32 (34.04%) Docker
2 3 (3.19%) Virtual Machines
3 2 (2.13%) Active Directory
3 2 (2.13%) HDFS
Systems Management
1 33 (35.11%) Kubernetes
2 25 (26.60%) Terraform
3 24 (25.53%) Kubeflow
4 3 (3.19%) Packer
5 1 (1.06%) Ansible
Vendors
1 31 (32.98%) Databricks
2 5 (5.32%) Google
3 1 (1.06%) Microsoft
3 1 (1.06%) SAP