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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 462 529 623
Rank change year-on-year +67 +94 +104
Contract jobs citing Jupyter 23 13 30
As % of all contract jobs advertised in England 0.094% 0.035% 0.059%
As % of the Application Platforms category 0.82% 0.38% 0.55%
Number of daily rates quoted 16 10 24
10th Percentile £413 £464 £363
25th Percentile £496 £498 £459
Median daily rate (50th Percentile) £606 £625 £534
Median % change year-on-year -3.00% +17.10% -7.17%
75th Percentile £698 £697 £744
90th Percentile £775 £775 £915
UK median daily rate £561 £600 £525
% change year-on-year -6.46% +14.29% -4.55%
Number of hourly rates quoted 0 0 3
Median hourly rate - - £78.00
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 2,817 3,461 5,453
As % of all contract IT jobs advertised in England 11.57% 9.31% 10.81%
Number of daily rates quoted 1,884 2,471 3,915
10th Percentile £283 £250 £263
25th Percentile £400 £360 £400
Median daily rate (50th Percentile) £500 £500 £525
Median % change year-on-year - -4.76% +2.44%
75th Percentile £625 £608 £650
90th Percentile £750 £750 £754
UK median daily rate £500 £500 £513
% change year-on-year - -2.44% -0.87%
Number of hourly rates quoted 65 139 128
10th Percentile £16.25 £13.00 £15.38
25th Percentile £21.25 £15.00 £18.13
Median hourly rate £52.50 £27.50 £31.25
Median % change year-on-year +90.91% -12.00% +49.59%
75th Percentile £64.50 £45.59 £66.00
90th Percentile £77.50 £65.00 £79.19
UK median hourly rate £41.00 £27.52 £40.00
% change year-on-year +49.01% -31.21% +81.82%

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 1 May 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 1 May 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 +50 21 £606 +1.04% 32
North of England +18 2 - - 2
North East - 2 - -
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 (30.43%) Apache Spark
2 6 (26.09%) Apache
3 2 (8.70%) Apache Airflow
4 1 (4.35%) Confluence
4 1 (4.35%) SharePoint
Cloud Services
1 11 (47.83%) AWS
2 10 (43.48%) Azure
3 8 (34.78%) Power Platform
4 4 (17.39%) Amazon S3
4 4 (17.39%) Amazon SageMaker
5 3 (13.04%) Amazon Bedrock
5 3 (13.04%) AWS Lambda
5 3 (13.04%) GitHub
5 3 (13.04%) GitHub Actions
5 3 (13.04%) Serverless
6 2 (8.70%) Amazon EC2
6 2 (8.70%) Amazon EKS
6 2 (8.70%) Amazon EMR
6 2 (8.70%) Amazon SQS
6 2 (8.70%) GCP
6 2 (8.70%) OpenShift
6 2 (8.70%) Vertex AI
7 1 (4.35%) Azure Cognitive Search
7 1 (4.35%) Azure Monitor
7 1 (4.35%) Snowflake
Communications & Networking
1 6 (26.09%) SSH
2 2 (8.70%) SMS
Database & Business Intelligence
1 8 (34.78%) Power BI
2 6 (26.09%) Apache Hive
2 6 (26.09%) Azure SQL Database
2 6 (26.09%) Delta Lake
2 6 (26.09%) SQL Server
3 5 (21.74%) Tableau
4 4 (17.39%) PostgreSQL
5 3 (13.04%) MongoDB
6 2 (8.70%) Amazon Athena
6 2 (8.70%) Data Lake
6 2 (8.70%) Impala
6 2 (8.70%) Metadata
6 2 (8.70%) Metadata Repository
6 2 (8.70%) Redis
7 1 (4.35%) Amazon QuickSight
7 1 (4.35%) Amazon RDS
7 1 (4.35%) Amazon Redshift
7 1 (4.35%) Elasticsearch
Development Applications
1 12 (52.17%) Git
2 9 (39.13%) JIRA
3 6 (26.09%) RStudio
4 5 (21.74%) MLflow
5 4 (17.39%) GitLab
6 3 (13.04%) Visual Studio Code
7 2 (8.70%) Artifactory
7 2 (8.70%) Bitbucket
7 2 (8.70%) Jenkins
7 2 (8.70%) SonarQube
General
1 10 (43.48%) Analytical Skills
2 7 (30.43%) Public Sector
3 5 (21.74%) Social Skills
4 3 (13.04%) Banking
4 3 (13.04%) Finance
5 2 (8.70%) Financial Institution
5 2 (8.70%) Retail
6 1 (4.35%) Back Office
6 1 (4.35%) Investment Banking
6 1 (4.35%) Marketing
Job Titles
1 8 (34.78%) Data Engineer
2 5 (21.74%) Developer
3 4 (17.39%) Python Developer
4 3 (13.04%) Machine Learning Engineer
4 3 (13.04%) Python Engineer
5 2 (8.70%) Backend Developer
5 2 (8.70%) Data Scientist
5 2 (8.70%) Developer/Software Engineer
5 2 (8.70%) DevOps Engineer
5 2 (8.70%) Python Software Engineer
5 2 (8.70%) Senior
5 2 (8.70%) Software Developer
5 2 (8.70%) Software Engineer
6 1 (4.35%) Analyst
6 1 (4.35%) C# Developer
6 1 (4.35%) Cloud Engineer
6 1 (4.35%) Data Analyst
6 1 (4.35%) Operations Engineer
6 1 (4.35%) Senior Cloud Engineer
6 1 (4.35%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 9 (39.13%) pydantic
2 8 (34.78%) PySpark
3 6 (26.09%) FastAPI
3 6 (26.09%) JSON
3 6 (26.09%) scikit-learn
3 6 (26.09%) YAML
4 5 (21.74%) pytest
4 5 (21.74%) PyTorch
4 5 (21.74%) TensorFlow
5 4 (17.39%) LangChain
5 4 (17.39%) NumPy
5 4 (17.39%) Pandas
5 4 (17.39%) SQLAlchemy
6 3 (13.04%) Hugging Face
6 3 (13.04%) Lambda Expressions
6 3 (13.04%) OpenTelemetry
6 3 (13.04%) XGBoost
7 2 (8.70%) Matplotlib
7 2 (8.70%) React
7 2 (8.70%) Spring Boot
Miscellaneous
1 8 (34.78%) Data Structures
2 6 (26.09%) Linux Command Line
2 6 (26.09%) Reference Data
3 2 (8.70%) Algorithms
4 1 (4.35%) Analytical Mindset
4 1 (4.35%) Data Fabric
4 1 (4.35%) Product Ownership
4 1 (4.35%) Renewable Energy
4 1 (4.35%) Team-Oriented Environment
Operating Systems
1 6 (26.09%) Linux
Processes & Methodologies
1 13 (56.52%) Agile
2 10 (43.48%) Data Pipeline
2 10 (43.48%) Data Science
3 9 (39.13%) Machine Learning
4 8 (34.78%) CI/CD
4 8 (34.78%) Problem-Solving
5 6 (26.09%) Data Ingestion
5 6 (26.09%) Data Modelling
5 6 (26.09%) Data Security
5 6 (26.09%) Scaled Agile Framework
5 6 (26.09%) Scrum
6 5 (21.74%) Artificial Intelligence
6 5 (21.74%) DevOps
6 5 (21.74%) Generative AI
6 5 (21.74%) Microservices
6 5 (21.74%) Natural Language Processing
7 4 (17.39%) Analytics
7 4 (17.39%) Software Architecture
8 3 (13.04%) Data Visualisation
8 3 (13.04%) Visualisation
Programming Languages
1 19 (82.61%) Python
2 11 (47.83%) SQL
3 6 (26.09%) Bash
3 6 (26.09%) Scala
4 2 (8.70%) Java
5 1 (4.35%) C#
5 1 (4.35%) R
Qualifications
1 9 (39.13%) Security Cleared
2 8 (34.78%) SC Cleared
3 4 (17.39%) AWS Certification
4 2 (8.70%) Degree
5 1 (4.35%) Computer Science Degree
5 1 (4.35%) Master's Degree
5 1 (4.35%) Numerate Degree
Quality Assurance & Compliance
1 6 (26.09%) GDPR
2 3 (13.04%) QA
System Software
1 3 (13.04%) Docker
Systems Management
1 7 (30.43%) Terraform
2 5 (21.74%) Kubernetes
3 2 (8.70%) Ansible
4 1 (4.35%) Argo
Vendors
1 10 (43.48%) Databricks
2 3 (13.04%) Dataiku
2 3 (13.04%) DataRobot
3 1 (4.35%) Google
3 1 (4.35%) VMware