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 3 June 2025, comparing them to the same period in the previous two years.

6 months to
3 Jun 2025
Same period 2024 Same period 2023
Rank 449 523 605
Rank change year-on-year +74 +82 +139
Contract jobs citing Jupyter 20 19 34
As % of all contract jobs advertised in England 0.084% 0.051% 0.071%
As % of the Application Platforms category 0.73% 0.53% 0.67%
Number of daily rates quoted 14 13 23
10th Percentile £433 £485 £426
25th Percentile £503 £569 £477
Median daily rate (50th Percentile) £549 £645 £613
Median % change year-on-year -14.92% +5.31% +6.52%
75th Percentile £641 £700 £838
90th Percentile £671 £775 £915
UK median daily rate £525 £645 £613
% change year-on-year -18.60% +5.31% +6.52%
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 2,738 3,594 5,072
As % of all contract IT jobs advertised in England 11.43% 9.73% 10.62%
Number of daily rates quoted 1,815 2,584 3,619
10th Percentile £284 £258 £263
25th Percentile £400 £363 £400
Median daily rate (50th Percentile) £500 £500 £525
Median % change year-on-year - -4.76% +2.94%
75th Percentile £600 £625 £650
90th Percentile £725 £788 £764
UK median daily rate £490 £500 £513
% change year-on-year -2.00% -2.44% -
Number of hourly rates quoted 56 143 132
10th Percentile £16.17 £13.05 £16.14
25th Percentile £26.45 £15.48 £21.00
Median hourly rate £52.50 £30.00 £46.25
Median % change year-on-year +75.00% -35.14% +124.90%
75th Percentile £70.63 £46.18 £65.81
90th Percentile £79.38 £70.00 £79.07
UK median hourly rate £52.50 £30.08 £51.25
% change year-on-year +74.53% -41.31% +127.78%

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 3 June 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 3 June 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 +55 20 £549 -14.92% 50
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 7 (35.00%) Apache
2 6 (30.00%) Apache Spark
3 3 (15.00%) Apache Airflow
Cloud Services
1 12 (60.00%) AWS
1 12 (60.00%) Azure
2 7 (35.00%) Power Platform
3 6 (30.00%) Amazon SageMaker
4 5 (25.00%) GCP
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%) AWS Lambda
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%) Snowflake
Communications & Networking
1 6 (30.00%) SSH
Database & Business Intelligence
1 7 (35.00%) Power BI
2 6 (30.00%) Apache Hive
2 6 (30.00%) Azure SQL Database
2 6 (30.00%) Delta Lake
2 6 (30.00%) SQL Server
3 5 (25.00%) PostgreSQL
4 4 (20.00%) Data Lake
5 3 (15.00%) Tableau
6 2 (10.00%) Big Data
7 1 (5.00%) Elasticsearch
7 1 (5.00%) MongoDB
7 1 (5.00%) Relational Database
Development Applications
1 10 (50.00%) Git
2 7 (35.00%) MLflow
3 6 (30.00%) JIRA
3 6 (30.00%) RStudio
4 2 (10.00%) GitLab
General
1 9 (45.00%) Analytical Skills
2 7 (35.00%) Public Sector
3 6 (30.00%) Social Skills
4 2 (10.00%) Publishing
5 1 (5.00%) Back Office
5 1 (5.00%) Banking
5 1 (5.00%) Finance
5 1 (5.00%) Investment Banking
Job Titles
1 7 (35.00%) Data Engineer
2 5 (25.00%) Developer
3 4 (20.00%) Python Developer
4 3 (15.00%) Architect
4 3 (15.00%) Artificial Intelligence Architect
4 3 (15.00%) Backend Developer
5 2 (10.00%) DevOps Engineer
5 2 (10.00%) Enterprise Architect
5 2 (10.00%) Solutions Architect
6 1 (5.00%) AWS Engineer
6 1 (5.00%) Azure Data Engineer
6 1 (5.00%) Azure Engineer
6 1 (5.00%) C# Developer
6 1 (5.00%) C# Developer - Investment Banking
6 1 (5.00%) Cloud Architect
6 1 (5.00%) Cloud Engineer
6 1 (5.00%) Enterprise Solutions Architect
6 1 (5.00%) Machine Learning Engineer
6 1 (5.00%) Operations Engineer
6 1 (5.00%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 10 (50.00%) pydantic
2 9 (45.00%) PyTorch
2 9 (45.00%) TensorFlow
3 7 (35.00%) Hugging Face
4 6 (30.00%) FastAPI
4 6 (30.00%) JSON
4 6 (30.00%) NumPy
4 6 (30.00%) Pandas
4 6 (30.00%) PySpark
4 6 (30.00%) YAML
5 5 (25.00%) LangChain
5 5 (25.00%) scikit-learn
5 5 (25.00%) SQLAlchemy
6 4 (20.00%) Lambda Expressions
6 4 (20.00%) OpenTelemetry
6 4 (20.00%) pytest
7 3 (15.00%) Keras
8 2 (10.00%) XGBoost
9 1 (5.00%) GraphQL
9 1 (5.00%) gRPC
Miscellaneous
1 6 (30.00%) Data Structures
1 6 (30.00%) Linux Command Line
1 6 (30.00%) 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 6 (30.00%) Linux
Processes & Methodologies
1 12 (60.00%) Data Pipeline
2 11 (55.00%) Data Science
3 10 (50.00%) Agile
3 10 (50.00%) Artificial Intelligence
3 10 (50.00%) Machine Learning
4 9 (45.00%) Generative AI
4 9 (45.00%) Problem-Solving
5 8 (40.00%) Scrum
6 6 (30.00%) Data Ingestion
6 6 (30.00%) Data Security
6 6 (30.00%) LLM
6 6 (30.00%) Microservices
6 6 (30.00%) Natural Language Processing
6 6 (30.00%) Scaled Agile Framework
7 5 (25.00%) Analytics
7 5 (25.00%) DevOps
8 4 (20.00%) Deep Learning
8 4 (20.00%) OO
9 3 (15.00%) Data Integration
9 3 (15.00%) Technical Architecture
Programming Languages
1 17 (85.00%) Python
2 9 (45.00%) SQL
3 6 (30.00%) Bash
3 6 (30.00%) Scala
4 3 (15.00%) R
5 1 (5.00%) C#
Qualifications
1 7 (35.00%) Security Cleared
2 6 (30.00%) SC Cleared
3 5 (25.00%) AWS Certification
4 3 (15.00%) Degree
4 3 (15.00%) Master's Degree
5 1 (5.00%) Azure Certification
5 1 (5.00%) Computer Science Degree
Quality Assurance & Compliance
1 6 (30.00%) GDPR
2 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 12 (60.00%) Databricks
2 5 (25.00%) Dataiku
2 5 (25.00%) DataRobot
3 4 (20.00%) Google
4 3 (15.00%) Microsoft
4 3 (15.00%) OpenAI
5 1 (5.00%) VMware