Jupyter Contracts

Jupyter (JupyterHub, JupyterLab)
UK

The table below provides summary statistics for contract job vacancies 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 30 April 2025, comparing them to the same period in the previous two years.

6 months to
30 Apr 2025
Same period 2024 Same period 2023
Rank 486 586 678
Rank change year-on-year +100 +92 +100
Contract jobs citing Jupyter 33 14 35
As % of all contract jobs advertised in the UK 0.11% 0.032% 0.059%
As % of the Application Platforms category 1.00% 0.34% 0.53%
Number of daily rates quoted 20 11 25
10th Percentile £423 £410 £365
25th Percentile £458 £475 £463
Median daily rate (50th Percentile) £561 £600 £525
Median % change year-on-year -6.46% +14.29% -4.55%
75th Percentile £658 £694 £725
90th Percentile £775 £775 £915
UK excluding London median daily rate £468 £530 £499
% change year-on-year -11.79% +6.28% -13.27%
Number of hourly rates quoted 0 0 3
Median hourly rate - - £78.00
UK excluding London median hourly rate - - £78.00

All Application Platform Skills
UK

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.

Contract vacancies with a requirement for application platform skills 3,308 4,179 6,556
As % of all contract IT jobs advertised in the UK 11.31% 9.59% 10.98%
Number of daily rates quoted 2,205 2,874 4,603
10th Percentile £275 £250 £263
25th Percentile £400 £363 £400
Median daily rate (50th Percentile) £500 £500 £513
Median % change year-on-year - -2.44% -0.97%
75th Percentile £600 £600 £638
90th Percentile £713 £750 £750
UK excluding London median daily rate £453 £450 £475
% change year-on-year +0.72% -5.26% +5.56%
Number of hourly rates quoted 79 161 147
10th Percentile £16.65 £13.00 £15.50
25th Percentile £22.25 £15.42 £18.50
Median hourly rate £41.00 £27.52 £40.00
Median % change year-on-year +49.01% -31.21% +81.82%
75th Percentile £64.13 £46.18 £66.00
90th Percentile £75.50 £68.00 £78.48
UK excluding London median hourly rate £46.18 £23.75 £26.24
% change year-on-year +94.44% -9.49% +41.84%

Jupyter
Job Vacancy Trend

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

Job vacancy trend for Jupyter in the UK

Jupyter
Contractor Daily Rate Trend

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

Daily rate trend for Jupyter in the UK

Jupyter
Daily Rate Histogram

Daily rate distribution for jobs citing Jupyter over the 6 months to 30 April 2025.

Daily rate histogram for Jupyter in the UK

Jupyter
Contractor Hourly Rate Trend

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

Hourly rate trend for Jupyter in the UK

Jupyter
Top 7 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Jupyter within the UK over the 6 months to 30 April 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
England +73 23 £606 -3.00% 34
London +47 21 £606 +1.04% 27
UK excluding London +59 10 £468 -11.79% 6
Work from Home +55 10 £640 -8.57% 25
Scotland +16 8 £468 +14.02%
North of England +27 2 - - 2
North East - 2 - -

Jupyter
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 7 (21.21%) Apache Spark
2 6 (18.18%) Apache
3 2 (6.06%) Apache Airflow
4 1 (3.03%) Confluence
4 1 (3.03%) SharePoint
Cloud Services
1 13 (39.39%) AWS
2 11 (33.33%) Azure
3 8 (24.24%) Power Platform
4 5 (15.15%) Amazon S3
4 5 (15.15%) Amazon SageMaker
5 4 (12.12%) Amazon Bedrock
5 4 (12.12%) AWS Lambda
5 4 (12.12%) GitHub
5 4 (12.12%) GitHub Actions
5 4 (12.12%) Serverless
6 3 (9.09%) Amazon EMR
6 3 (9.09%) Amazon SQS
7 2 (6.06%) Amazon EC2
7 2 (6.06%) Amazon EKS
7 2 (6.06%) GCP
7 2 (6.06%) OpenShift
7 2 (6.06%) Vertex AI
8 1 (3.03%) AWS KMS
8 1 (3.03%) Azure Cosmos DB
8 1 (3.03%) Azure Monitor
Communications & Networking
1 6 (18.18%) SSH
2 3 (9.09%) SMS
Database & Business Intelligence
1 8 (24.24%) Power BI
2 6 (18.18%) Apache Hive
2 6 (18.18%) Azure SQL Database
2 6 (18.18%) Delta Lake
2 6 (18.18%) SQL Server
3 5 (15.15%) PostgreSQL
3 5 (15.15%) Tableau
4 3 (9.09%) Data Lake
4 3 (9.09%) Metadata
4 3 (9.09%) Metadata Repository
4 3 (9.09%) MongoDB
5 2 (6.06%) Amazon Athena
5 2 (6.06%) Impala
5 2 (6.06%) Redis
6 1 (3.03%) Amazon QuickSight
6 1 (3.03%) Amazon RDS
6 1 (3.03%) Amazon Redshift
6 1 (3.03%) Elasticsearch
Development Applications
1 14 (42.42%) Git
2 9 (27.27%) JIRA
3 6 (18.18%) MLflow
3 6 (18.18%) RStudio
4 5 (15.15%) GitLab
5 3 (9.09%) Visual Studio Code
6 2 (6.06%) Artifactory
6 2 (6.06%) Bitbucket
6 2 (6.06%) Jenkins
6 2 (6.06%) SonarQube
7 1 (3.03%) PyCharm
7 1 (3.03%) Visual Studio
General
1 10 (30.30%) Analytical Skills
2 8 (24.24%) Social Skills
3 7 (21.21%) Banking
3 7 (21.21%) Public Sector
4 6 (18.18%) Finance
5 5 (15.15%) Investment Banking
6 2 (6.06%) Financial Institution
6 2 (6.06%) Retail
7 1 (3.03%) Back Office
7 1 (3.03%) Marketing
7 1 (3.03%) Organisational Skills
Job Titles
1 12 (36.36%) Developer
2 11 (33.33%) Python Developer
3 9 (27.27%) Data Engineer
4 4 (12.12%) Python Engineer
5 3 (9.09%) Data Scientist
5 3 (9.09%) Machine Learning Engineer
6 2 (6.06%) Backend Developer
6 2 (6.06%) Developer/Software Engineer
6 2 (6.06%) DevOps Engineer
6 2 (6.06%) Python Software Engineer
6 2 (6.06%) Senior
6 2 (6.06%) Software Developer
6 2 (6.06%) Software Engineer
7 1 (3.03%) AWS DevOps
7 1 (3.03%) AWS DevOps Engineer
7 1 (3.03%) AWS Engineer
7 1 (3.03%) C# Developer - Investment Banking
7 1 (3.03%) Senior Data Scientist
7 1 (3.03%) SQL Analyst
7 1 (3.03%) Tableau Analyst
Libraries, Frameworks & Software Standards
1 10 (30.30%) pydantic
2 9 (27.27%) PySpark
3 7 (21.21%) FastAPI
3 7 (21.21%) scikit-learn
4 6 (18.18%) JSON
4 6 (18.18%) NumPy
4 6 (18.18%) Pandas
4 6 (18.18%) pytest
4 6 (18.18%) YAML
5 5 (15.15%) LangChain
5 5 (15.15%) PyTorch
5 5 (15.15%) SQLAlchemy
5 5 (15.15%) TensorFlow
6 4 (12.12%) Lambda Expressions
6 4 (12.12%) OpenTelemetry
7 3 (9.09%) Hugging Face
7 3 (9.09%) Kafka
7 3 (9.09%) React
7 3 (9.09%) Spring Boot
7 3 (9.09%) XGBoost
Miscellaneous
1 8 (24.24%) Data Structures
2 6 (18.18%) Linux Command Line
2 6 (18.18%) Reference Data
3 5 (15.15%) Enterprise Software
4 2 (6.06%) Algorithms
4 2 (6.06%) Data Protection Act
5 1 (3.03%) Analytical Mindset
5 1 (3.03%) Data Fabric
5 1 (3.03%) Product Ownership
5 1 (3.03%) Renewable Energy
5 1 (3.03%) Team-Oriented Environment
Operating Systems
1 12 (36.36%) Linux
2 6 (18.18%) Windows
Processes & Methodologies
1 17 (51.52%) Data Science
2 13 (39.39%) Agile
3 11 (33.33%) Machine Learning
4 10 (30.30%) Data Pipeline
5 9 (27.27%) CI/CD
5 9 (27.27%) Containerisation
5 9 (27.27%) Problem-Solving
6 7 (21.21%) Artificial Intelligence
6 7 (21.21%) Data Modelling
6 7 (21.21%) SDLC
7 6 (18.18%) Data Ingestion
7 6 (18.18%) Data Security
7 6 (18.18%) Generative AI
7 6 (18.18%) Microservices
7 6 (18.18%) Scaled Agile Framework
7 6 (18.18%) Scrum
8 5 (15.15%) Analytics
8 5 (15.15%) Data Analysis
8 5 (15.15%) DevOps
8 5 (15.15%) Natural Language Processing
Programming Languages
1 29 (87.88%) Python
2 12 (36.36%) SQL
3 8 (24.24%) R
4 6 (18.18%) Bash
4 6 (18.18%) Scala
5 5 (15.15%) Perl
6 3 (9.09%) Java
7 1 (3.03%) C#
7 1 (3.03%) TypeScript
Qualifications
1 9 (27.27%) Security Cleared
2 8 (24.24%) SC Cleared
3 5 (15.15%) AWS Certification
4 2 (6.06%) Degree
5 1 (3.03%) Computer Science Degree
5 1 (3.03%) Master's Degree
5 1 (3.03%) Numerate Degree
Quality Assurance & Compliance
1 6 (18.18%) GDPR
2 3 (9.09%) QA
System Software
1 10 (30.30%) Docker
Systems Management
1 12 (36.36%) Kubernetes
2 8 (24.24%) Terraform
3 2 (6.06%) Ansible
4 1 (3.03%) Argo
Vendors
1 11 (33.33%) Databricks
2 4 (12.12%) Dataiku
2 4 (12.12%) DataRobot
3 1 (3.03%) Google
3 1 (3.03%) Sage
3 1 (3.03%) VMware