Jupyter Contracts with Hybrid/Remote/WFH Options

Jupyter (JupyterHub, JupyterLab)
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work 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 13 August 2025, comparing them to the same period in the previous two years.

6 months to
13 Aug 2025
Same period 2024 Same period 2023
Rank 308 331 400
Rank change year-on-year +23 +69 +197
Contract jobs citing Jupyter 5 11 28
As % of all contract jobs with a WFH option 0.050% 0.084% 0.13%
As % of the Application Platforms category 0.43% 0.69% 1.21%
Number of daily rates quoted 4 11 22
10th Percentile £433 £450 £594
25th Percentile £444 £500 £625
Median daily rate (50th Percentile) £536 £650 £675
Median % change year-on-year -17.50% -3.70% +1.89%
75th Percentile £593 £775 £800
90th Percentile £602 - £915
UK median daily rate £573 £645 £625
% change year-on-year -11.24% +3.20% +4.17%

All Application Platform Skills
Work from Home

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

Contract vacancies with a requirement for application platform skills 1,157 1,602 2,320
As % of all contract jobs with a WFH option 11.46% 12.30% 10.53%
Number of daily rates quoted 814 1,160 1,599
10th Percentile £300 £315 £325
25th Percentile £400 £413 £422
Median daily rate (50th Percentile) £500 £550 £525
Median % change year-on-year -9.09% +4.76% -
75th Percentile £625 £711 £663
90th Percentile £825 £850 £750
UK median daily rate £480 £518 £513
% change year-on-year -7.25% +0.98% -2.38%
Number of hourly rates quoted 16 24 75
10th Percentile £22.75 £15.58 £20.00
25th Percentile £30.56 £16.50 £22.00
Median hourly rate £56.88 £26.25 £55.00
Median % change year-on-year +116.67% -52.27% +25.00%
75th Percentile £65.25 £44.38 £66.00
90th Percentile £75.10 £74.88 £75.60
UK median hourly rate £43.80 £32.50 £48.50
% change year-on-year +34.75% -32.99% +115.56%

Jupyter
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Jupyter as a proportion of all IT jobs advertised.

Jupyter trend for jobs with Hybrid/Remote/WFH options

Jupyter
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with remote working options citing Jupyter.

Jupyter daily rate for jobs with a WFH option

Jupyter
Co-occurring Skills and Capabilities with WFH Options 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 1 (20.00%) Apache
1 1 (20.00%) Apache Spark
Cloud Services
1 4 (80.00%) Azure
2 3 (60.00%) Serverless
3 2 (40.00%) Amazon SageMaker
3 2 (40.00%) AWS
3 2 (40.00%) AWS Lambda
3 2 (40.00%) GCP
4 1 (20.00%) Amazon Bedrock
4 1 (20.00%) AWS Step Functions
4 1 (20.00%) Azure AKS
4 1 (20.00%) Azure Cosmos DB
4 1 (20.00%) Azure DevOps
4 1 (20.00%) Azure Machine Learning
4 1 (20.00%) Entra ID
4 1 (20.00%) GitHub
4 1 (20.00%) GitHub Actions
4 1 (20.00%) Power Platform
4 1 (20.00%) Vertex AI
Communications & Networking
1 1 (20.00%) HTTP
1 1 (20.00%) SSH
Database & Business Intelligence
1 2 (40.00%) PostgreSQL
2 1 (20.00%) Apache Hive
2 1 (20.00%) Azure SQL Database
2 1 (20.00%) Data Lake
2 1 (20.00%) Delta Lake
2 1 (20.00%) MongoDB
2 1 (20.00%) MySQL
2 1 (20.00%) NoSQL
2 1 (20.00%) Parquet
2 1 (20.00%) Power BI
2 1 (20.00%) SQL Server
Development Applications
1 2 (40.00%) Git
1 2 (40.00%) JIRA
1 2 (40.00%) MLflow
2 1 (20.00%) JUnit
2 1 (20.00%) Mockito
2 1 (20.00%) Postman
2 1 (20.00%) REST Assured
2 1 (20.00%) RStudio
General
1 2 (40.00%) Analytical Skills
1 2 (40.00%) Public Sector
1 2 (40.00%) Social Skills
Job Titles
1 2 (40.00%) Artificial Intelligence Engineer
2 1 (20.00%) Cloud Engineer
2 1 (20.00%) Data Engineer
2 1 (20.00%) Lead
2 1 (20.00%) Machine Learning Engineer
2 1 (20.00%) Python Engineer
2 1 (20.00%) Senior
2 1 (20.00%) Senior Cloud Engineer
2 1 (20.00%) Technical Leader
2 1 (20.00%) Test Engineer
Libraries, Frameworks & Software Standards
1 3 (60.00%) Pandas
1 3 (60.00%) scikit-learn
2 2 (40.00%) JSON
2 2 (40.00%) NumPy
2 2 (40.00%) pydantic
2 2 (40.00%) pytest
2 2 (40.00%) PyTorch
2 2 (40.00%) REST
2 2 (40.00%) TensorFlow
3 1 (20.00%) FastAPI
3 1 (20.00%) Hugging Face
3 1 (20.00%) JWT
3 1 (20.00%) Matplotlib
3 1 (20.00%) Node.js
3 1 (20.00%) OAuth
3 1 (20.00%) OpenAPI
3 1 (20.00%) OpenTelemetry
3 1 (20.00%) RESTful
3 1 (20.00%) SQLAlchemy
3 1 (20.00%) YAML
Miscellaneous
1 1 (20.00%) Cloud Native
1 1 (20.00%) Data Structures
1 1 (20.00%) Distributed Systems
1 1 (20.00%) Linux Command Line
1 1 (20.00%) Reference Data
Operating Systems
1 1 (20.00%) Linux
Processes & Methodologies
1 4 (80.00%) Artificial Intelligence
1 4 (80.00%) Data Pipeline
1 4 (80.00%) Machine Learning
2 3 (60.00%) Agile
2 3 (60.00%) Problem-Solving
3 2 (40.00%) CI/CD
3 2 (40.00%) Data Science
3 2 (40.00%) DevOps
3 2 (40.00%) Infrastructure as Code
3 2 (40.00%) Microservices
3 2 (40.00%) Observability
3 2 (40.00%) Performance Testing
3 2 (40.00%) Scrum
4 1 (20.00%) Continuous Improvement
4 1 (20.00%) CQRS
4 1 (20.00%) Event-Driven Architecture
4 1 (20.00%) Functional Programming
4 1 (20.00%) Natural Language Processing
4 1 (20.00%) Test Strategy
4 1 (20.00%) User Experience
Programming Languages
1 4 (80.00%) Python
2 2 (40.00%) Java
2 2 (40.00%) SQL
3 1 (20.00%) Bash
3 1 (20.00%) Scala
Qualifications
1 2 (40.00%) SC Cleared
1 2 (40.00%) Security Cleared
2 1 (20.00%) AWS Certification
2 1 (20.00%) Degree
2 1 (20.00%) Master's Degree
Quality Assurance & Compliance
1 1 (20.00%) Data Quality
1 1 (20.00%) GDPR
1 1 (20.00%) QA
System Software
1 2 (40.00%) Docker
2 1 (20.00%) Active Directory
Systems Management
1 2 (40.00%) Kubernetes
1 2 (40.00%) Terraform
Vendors
1 2 (40.00%) Databricks
2 1 (20.00%) Microsoft
2 1 (20.00%) Progress