Jupyter Contracts in England

Jupyter (JupyterHub, JupyterLab)
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Jupyter skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Jupyter over the 6 months leading up to 2 July 2025, comparing them to the same period in the previous two years.

6 months to
2 Jul 2025
Same period 2024 Same period 2023
Rank 474 530 594
Rank change year-on-year +56 +64 +140
Contract jobs citing Jupyter 20 23 40
As % of all contract jobs advertised in England 0.077% 0.062% 0.084%
As % of the Application Platforms category 0.67% 0.61% 0.81%
Number of daily rates quoted 14 15 29
10th Percentile £433 £495 £473
25th Percentile £503 £584 £538
Median daily rate (50th Percentile) £561 £645 £625
Median % change year-on-year -12.98% +3.20% +8.70%
75th Percentile £633 £775 £775
90th Percentile £671 - £915
UK median daily rate £550 £600 £625
% change year-on-year -8.33% -4.00% +8.70%
Number of hourly rates quoted 0 0 9
10th Percentile - - -
25th Percentile - - -
Median hourly rate - - £78.00
75th Percentile - - £90.00
90th Percentile - - -
UK median hourly rate - - £78.00
% change year-on-year - - +26.83%

All Application Platform Skills
England

Jupyter falls under the Application Platforms category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring application platform skills in England.

Contract vacancies with a requirement for application platform skills 2,964 3,780 4,949
As % of all contract IT jobs advertised in England 11.47% 10.13% 10.45%
Number of daily rates quoted 1,943 2,710 3,485
10th Percentile £290 £263 £263
25th Percentile £400 £375 £400
Median daily rate (50th Percentile) £500 £507 £525
Median % change year-on-year -1.38% -3.43% +0.96%
75th Percentile £600 £638 £650
90th Percentile £738 £825 £775
UK median daily rate £488 £500 £510
% change year-on-year -2.50% -1.96% -2.86%
Number of hourly rates quoted 71 143 140
10th Percentile £17.33 £13.50 £16.24
25th Percentile £26.45 £16.13 £21.00
Median hourly rate £52.50 £31.71 £48.00
Median % change year-on-year +65.56% -33.94% +120.69%
75th Percentile £70.75 £51.91 £66.00
90th Percentile £80.00 £70.00 £78.12
UK median hourly rate £52.50 £32.12 £52.50
% change year-on-year +63.48% -38.83% +128.26%

Jupyter
Job Vacancy Trend in England

Job postings citing Jupyter as a proportion of all IT jobs advertised in England.

Job vacancy trend for Jupyter in England

Jupyter
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Jupyter in England.

Daily rate trend for Jupyter in England

Jupyter
Daily Rate Histogram in England

Daily rate distribution for jobs citing Jupyter in England over the 6 months to 2 July 2025.

Daily rate histogram for Jupyter in England

Jupyter
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Jupyter in England.

Hourly rate trend for Jupyter in England

Jupyter
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Jupyter within the England region over the 6 months to 2 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London +39 20 £561 -9.84% 129
Jupyter
UK

Jupyter
Co-occurring Skills and Capabilities in England 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 5 (25.00%) Apache
2 4 (20.00%) Apache Spark
3 3 (15.00%) Apache Airflow
Cloud Services
1 13 (65.00%) AWS
2 11 (55.00%) Azure
3 6 (30.00%) Amazon SageMaker
3 6 (30.00%) GCP
4 5 (25.00%) Power Platform
5 4 (20.00%) Amazon Bedrock
5 4 (20.00%) GitHub
5 4 (20.00%) GitHub Actions
6 2 (10.00%) Amazon EC2
6 2 (10.00%) Amazon EKS
6 2 (10.00%) Amazon S3
6 2 (10.00%) OpenShift
7 1 (5.00%) AWS KMS
7 1 (5.00%) Azure Cognitive Search
7 1 (5.00%) Azure Cosmos DB
7 1 (5.00%) Azure Data Factory
7 1 (5.00%) Azure Monitor
7 1 (5.00%) Azure Synapse Analytics
7 1 (5.00%) Serverless
7 1 (5.00%) Vertex AI
Communications & Networking
1 4 (20.00%) SSH
Database & Business Intelligence
1 5 (25.00%) Data Lake
1 5 (25.00%) PostgreSQL
1 5 (25.00%) Power BI
2 4 (20.00%) Apache Hive
2 4 (20.00%) Azure SQL Database
2 4 (20.00%) Delta Lake
2 4 (20.00%) SQL Server
3 3 (15.00%) Big Data
3 3 (15.00%) Tableau
4 1 (5.00%) Elasticsearch
4 1 (5.00%) MongoDB
4 1 (5.00%) Relational Database
Development Applications
1 9 (45.00%) Git
2 8 (40.00%) MLflow
3 4 (20.00%) JIRA
3 4 (20.00%) RStudio
4 2 (10.00%) GitLab
General
1 7 (35.00%) Analytical Skills
1 7 (35.00%) Social Skills
2 6 (30.00%) Public Sector
3 2 (10.00%) Publishing
4 1 (5.00%) Back Office
4 1 (5.00%) Banking
4 1 (5.00%) Finance
4 1 (5.00%) Investment Banking
4 1 (5.00%) Marketing
Job Titles
1 6 (30.00%) Data Engineer
2 5 (25.00%) Developer
3 4 (20.00%) Architect
3 4 (20.00%) Artificial Intelligence Architect
3 4 (20.00%) Python Developer
4 3 (15.00%) Backend Developer
4 3 (15.00%) Solutions Architect
5 2 (10.00%) Cloud Architect
5 2 (10.00%) DevOps Engineer
5 2 (10.00%) Enterprise Architect
6 1 (5.00%) AWS DevOps
6 1 (5.00%) AWS Engineer
6 1 (5.00%) Azure Engineer
6 1 (5.00%) C# Developer - Investment Banking
6 1 (5.00%) Cloud Engineer
6 1 (5.00%) Cloud Solutions Architect
6 1 (5.00%) Data Scientist
6 1 (5.00%) Enterprise Solutions Architect
6 1 (5.00%) Machine Learning Engineer
6 1 (5.00%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 11 (55.00%) PyTorch
2 10 (50.00%) TensorFlow
3 8 (40.00%) Hugging Face
3 8 (40.00%) pydantic
4 7 (35.00%) FastAPI
4 7 (35.00%) Pandas
5 6 (30.00%) NumPy
6 5 (25.00%) LangChain
6 5 (25.00%) scikit-learn
6 5 (25.00%) SQLAlchemy
7 4 (20.00%) JSON
7 4 (20.00%) Keras
7 4 (20.00%) Lambda Expressions
7 4 (20.00%) OpenTelemetry
7 4 (20.00%) PySpark
7 4 (20.00%) pytest
7 4 (20.00%) YAML
8 2 (10.00%) XGBoost
9 1 (5.00%) Flask
9 1 (5.00%) GraphQL
Miscellaneous
1 4 (20.00%) Data Structures
1 4 (20.00%) Linux Command Line
1 4 (20.00%) Reference Data
2 2 (10.00%) Data Fabric
2 2 (10.00%) Self-Motivation
2 2 (10.00%) Virtual Team
3 1 (5.00%) Product Ownership
3 1 (5.00%) Team-Oriented Environment
Operating Systems
1 4 (20.00%) Linux
Processes & Methodologies
1 13 (65.00%) Data Science
2 12 (60.00%) Artificial Intelligence
2 12 (60.00%) Machine Learning
3 11 (55.00%) Generative AI
4 10 (50.00%) Data Pipeline
5 8 (40.00%) Agile
5 8 (40.00%) Natural Language Processing
6 7 (35.00%) Analytics
6 7 (35.00%) LLM
6 7 (35.00%) Problem-Solving
7 6 (30.00%) Microservices
7 6 (30.00%) Scrum
8 5 (25.00%) Computer Vision
8 5 (25.00%) Deep Learning
8 5 (25.00%) DevOps
9 4 (20.00%) Data Governance
9 4 (20.00%) Data Ingestion
9 4 (20.00%) Data Security
9 4 (20.00%) Scaled Agile Framework
9 4 (20.00%) Technical Leadership
Programming Languages
1 17 (85.00%) Python
2 8 (40.00%) SQL
3 5 (25.00%) Bash
4 4 (20.00%) R
4 4 (20.00%) Scala
5 1 (5.00%) C#
Qualifications
1 5 (25.00%) AWS Certification
1 5 (25.00%) SC Cleared
1 5 (25.00%) Security Cleared
2 3 (15.00%) Degree
2 3 (15.00%) Master's Degree
3 1 (5.00%) Azure Certification
3 1 (5.00%) Computer Science Degree
Quality Assurance & Compliance
1 4 (20.00%) GDPR
1 4 (20.00%) QA
System Software
1 4 (20.00%) Docker
Systems Management
1 6 (30.00%) Kubernetes
1 6 (30.00%) Terraform
2 1 (5.00%) Argo
2 1 (5.00%) Kubeflow
Vendors
1 11 (55.00%) Databricks
2 5 (25.00%) Dataiku
2 5 (25.00%) DataRobot
2 5 (25.00%) Google
3 4 (20.00%) Microsoft
3 4 (20.00%) OpenAI
4 1 (5.00%) VMware