Hybrid/Remote Jupyter Contract Job Trends

Jupyter (JupyterHub, JupyterLab)
UK > Work from Home

The table below provides summary statistics and contractor rates for remote or hybrid contract work requiring Jupyter skills. It covers contract job vacancies from the 6 months leading up to 13 December 2025, with comparisons to the same periods in the previous two years.

6 months to
13 Dec 2025
Same period 2024 Same period 2023
Rank 305 297 362
Rank change year-on-year -8 +65 +184
Contract jobs citing Jupyter 13 19 29
As % of all contract jobs with remote/hybrid work options 0.13% 0.16% 0.16%
As % of the Application Platforms category 1.18% 1.32% 1.66%
Number of daily rates quoted 10 12 23
10th Percentile £532 £434 £586
25th Percentile £545 £563 £606
Median daily rate (50th Percentile) £725 £688 £650
Median % change year-on-year +5.45% +5.77% -10.34%
75th Percentile £738 £775 £738
90th Percentile £764 - £775
UK median daily rate £547 £630 £625
% change year-on-year -13.25% +0.80% -

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 1,100 1,443 1,743
As % of all contract jobs with a WFH option 10.80% 11.89% 9.80%
Number of daily rates quoted 745 943 1,192
10th Percentile £300 £313 £300
25th Percentile £400 £400 £400
Median daily rate (50th Percentile) £500 £525 £500
Median % change year-on-year -4.76% +5.00% -4.76%
75th Percentile £600 £675 £638
90th Percentile £738 £850 £713
UK median daily rate £500 £500 £500
% change year-on-year - - -4.76%
Number of hourly rates quoted 38 17 38
10th Percentile £17.50 £16.65 £15.27
25th Percentile £18.58 £21.25 £22.00
Median hourly rate £22.50 £37.50 £55.00
Median % change year-on-year -40.00% -31.82% +14.58%
75th Percentile £43.00 £55.25 £70.00
90th Percentile £65.25 £65.10 £72.88
UK median hourly rate £30.00 £37.25 £27.00
% change year-on-year -19.46% +37.96% +38.46%

Jupyter
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of contract IT job postings citing Jupyter and offering remote or hybrid work options relative to all contract IT jobs advertised.

Jupyter job vacancy trend for remote/hybrid jobs

Jupyter
Daily Rate Trend for Remote/Hybrid Jobs

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing Jupyter.

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing Jupyter

Jupyter
Daily Rate Histogram for Remote/Hybrid Jobs

Daily rate distribution for jobs with remote/hybrid work options citing Jupyter over the 6 months to 13 December 2025.

Jupyter daily rate histogram for jobs with remote/hybrid work options

Jupyter
Hourly Rate Trend for Remote/Hybrid Jobs

Contractor hourly rate distribution trend for jobs with remote/hybrid work options citing Jupyter.

Contractor hourly rate distribution trend for jobs with remote/hybrid work options citing Jupyter

Jupyter
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 1 (7.69%) Apache Airflow
Cloud Services
1 7 (53.85%) AWS
2 6 (46.15%) Vertex AI
3 4 (30.77%) Azure
4 3 (23.08%) Amazon SageMaker
4 3 (23.08%) GCP
4 3 (23.08%) Power Platform
4 3 (23.08%) Serverless
5 2 (15.38%) AWS Lambda
5 2 (15.38%) Azure Pipelines
5 2 (15.38%) Cloud Computing
6 1 (7.69%) Amazon Bedrock
6 1 (7.69%) Amazon CloudWatch
6 1 (7.69%) Amazon ECS
6 1 (7.69%) Apigee
6 1 (7.69%) AWS Data Pipeline
6 1 (7.69%) AWS Fargate
6 1 (7.69%) AWS Step Functions
6 1 (7.69%) Azure AKS
6 1 (7.69%) Azure DevOps
6 1 (7.69%) dbt
Communications & Networking
1 1 (7.69%) HTTP
Database & Business Intelligence
1 3 (23.08%) Power BI
1 3 (23.08%) Relational Database
2 1 (7.69%) Amazon Athena
2 1 (7.69%) Amazon RDS
2 1 (7.69%) Amazon Redshift
2 1 (7.69%) Data Lake
2 1 (7.69%) Parquet
Development Applications
1 5 (38.46%) Git
2 2 (15.38%) RStudio
3 1 (7.69%) Jenkins
3 1 (7.69%) JIRA
3 1 (7.69%) JUnit
3 1 (7.69%) Maven
3 1 (7.69%) Mockito
3 1 (7.69%) Postman
3 1 (7.69%) REST Assured
General
1 4 (30.77%) Analytical Skills
1 4 (30.77%) Retail
2 3 (23.08%) Social Skills
3 1 (7.69%) Public Sector
Job Titles
1 5 (38.46%) Machine Learning Engineer
2 3 (23.08%) Developer
2 3 (23.08%) Python Developer
3 2 (15.38%) Senior
3 2 (15.38%) Senior Developer
3 2 (15.38%) Senior Python Developer
4 1 (7.69%) Architect
4 1 (7.69%) Artificial Intelligence Architect
4 1 (7.69%) Artificial Intelligence Engineer
4 1 (7.69%) AWS Architect
4 1 (7.69%) AWS Solution Architect
4 1 (7.69%) Data Engineer
4 1 (7.69%) Data Science Engineer
4 1 (7.69%) Lead
4 1 (7.69%) Operations Engineer
4 1 (7.69%) Solutions Architect
4 1 (7.69%) Technical Leader
4 1 (7.69%) Test Engineer
Libraries, Frameworks & Software Standards
1 8 (61.54%) scikit-learn
2 7 (53.85%) REST
3 6 (46.15%) Matplotlib
4 5 (38.46%) Pandas
4 5 (38.46%) XGBoost
5 4 (30.77%) NumPy
6 3 (23.08%) Plotly
6 3 (23.08%) Web Services
7 2 (15.38%) FastAPI
7 2 (15.38%) SciPy
7 2 (15.38%) Statsmodels
8 1 (7.69%) Flask
8 1 (7.69%) JSON
8 1 (7.69%) pytest
8 1 (7.69%) PyTorch
8 1 (7.69%) RAML
8 1 (7.69%) Seaborn
8 1 (7.69%) Swagger
8 1 (7.69%) TensorFlow
8 1 (7.69%) WireMock
Miscellaneous
1 5 (38.46%) Algorithms
2 4 (30.77%) Data Structures
3 2 (15.38%) Cloud Native
3 2 (15.38%) Hedge funds
4 1 (7.69%) Distributed Systems
4 1 (7.69%) Product Ownership
4 1 (7.69%) Synthetic Data
Operating Systems
1 1 (7.69%) Linux
Processes & Methodologies
1 11 (84.62%) Data Science
2 9 (69.23%) Machine Learning
3 8 (61.54%) Data Analysis
4 7 (53.85%) Computer Science
4 7 (53.85%) Time Series Forecasting
5 6 (46.15%) AI
5 6 (46.15%) Natural Language Processing
6 5 (38.46%) Deep Learning
6 5 (38.46%) Logistic Regression
6 5 (38.46%) LSTM
6 5 (38.46%) Problem-Solving
6 5 (38.46%) Random Forest
6 5 (38.46%) Transfer Learning
7 4 (30.77%) Data Modelling
7 4 (30.77%) Design Patterns
7 4 (30.77%) Software Architecture
7 4 (30.77%) Unit Testing
7 4 (30.77%) Visualisation
8 3 (23.08%) Business Intelligence
8 3 (23.08%) OOP
Programming Languages
1 6 (46.15%) Python
1 6 (46.15%) SQL
2 2 (15.38%) Java
3 1 (7.69%) R
Qualifications
1 2 (15.38%) Degree
2 1 (7.69%) Computer Science Degree
2 1 (7.69%) Master's Degree
2 1 (7.69%) SC Cleared
2 1 (7.69%) Security Cleared
Quality Assurance & Compliance
1 1 (7.69%) Data Quality
1 1 (7.69%) QA
System Software
1 1 (7.69%) Active Directory
1 1 (7.69%) Docker
Systems Management
1 1 (7.69%) Kubeflow
1 1 (7.69%) Kubernetes
1 1 (7.69%) Progress Chef
1 1 (7.69%) Terraform
Vendors
1 2 (15.38%) Dataiku
2 1 (7.69%) Microsoft
2 1 (7.69%) Progress