Jupyter Contract Job Trends in England

Jupyter (JupyterHub, JupyterLab)
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring Jupyter skills. It covers contract job vacancies from the 6 months leading up to 4 April 2026, with comparisons to the same periods in the previous two years.

6 months to
4 Apr 2026
Same period 2025 Same period 2024
Rank 531 458 529
Rank change year-on-year -73 +71 +111
Contract jobs citing Jupyter 49 21 11
As % of all contract jobs in England 0.13% 0.086% 0.029%
As % of the Application Platforms category 1.32% 0.74% 0.32%
Number of daily rates quoted 38 15 9
10th Percentile £412 £410 £443
25th Percentile £450 £481 £475
Median daily rate (50th Percentile) £513 £640 £633
Median % change year-on-year -19.92% +1.19% +22.22%
75th Percentile £700 £763 £688
90th Percentile £738 £775 £715
UK median daily rate £531 £550 £610
% change year-on-year -3.55% -9.84% +17.03%

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 3,704 2,828 3,489
As % of all contract IT jobs advertised in England 9.59% 11.61% 9.29%
Number of daily rates quoted 2,598 1,902 2,472
10th Percentile £307 £275 £239
25th Percentile £406 £400 £356
Median daily rate (50th Percentile) £500 £500 £495
Median % change year-on-year - +1.01% -5.71%
75th Percentile £588 £625 £600
90th Percentile £700 £745 £750
UK median daily rate £500 £500 £498
% change year-on-year - +0.50% -2.45%
Number of hourly rates quoted 128 64 147
10th Percentile £15.35 £17.00 £13.40
25th Percentile £18.88 £24.52 £15.46
Median hourly rate £28.30 £52.50 £28.50
Median % change year-on-year -46.10% +84.21% +26.67%
75th Percentile £74.26 £65.00 £45.59
90th Percentile £82.30 £77.50 £65.00
UK median hourly rate £35.50 £44.64 £29.00
% change year-on-year -20.47% +53.91% +24.84%

Jupyter
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings citing Jupyter relative to all contract IT jobs advertised in England.

Jupyter job vacancy trend in England

Jupyter
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing Jupyter.

Contractor daily rate distribution trend for jobs in England citing Jupyter

Jupyter
Daily Rate Histogram in England

Daily rate distribution for jobs citing Jupyter in England over the 6 months to 4 April 2026.

Daily rate histogram for Jupyter in England

Jupyter
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing Jupyter.

Contractor hourly rate distribution trend for jobs in England citing Jupyter

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 4 April 2026. 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 -52 23 £578 -9.77% 20
Midlands - 16 £459 - 18
East Midlands - 13 £650 - 14
North of England -71 4 £538 - 23
North West - 4 £538 - 10
South West - 3 £500 - 10
West Midlands - 3 £420 - 4
South East - 1 £500 - 26
Jupyter
UK

Jupyter
Co-Occurring Skills & Capabilities in England 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 8 (16.33%) Apache Airflow
2 3 (6.12%) Apache
2 3 (6.12%) Apache Spark
3 1 (2.04%) Luigi
Applications
1 3 (6.12%) LaTeX
2 1 (2.04%) Chatbot
Cloud Services
1 17 (34.69%) AWS
2 9 (18.37%) Azure
3 6 (12.24%) Amazon SageMaker
4 5 (10.20%) Amazon Bedrock
4 5 (10.20%) GCP
4 5 (10.20%) Power Platform
4 5 (10.20%) Vertex AI
5 4 (8.16%) Cloud Computing
6 3 (6.12%) Amazon ECS
6 3 (6.12%) Amazon OpenSearch
6 3 (6.12%) AWS Fargate
6 3 (6.12%) Azure Pipelines
6 3 (6.12%) Azure Synapse Analytics
6 3 (6.12%) dbt
7 2 (4.08%) Amazon EKS
7 2 (4.08%) AWS Lambda
7 2 (4.08%) Serverless
8 1 (2.04%) Amazon CloudWatch
8 1 (2.04%) Amazon EMR
8 1 (2.04%) Amazon SQS
Communications & Networking
1 1 (2.04%) SMS
Database & Business Intelligence
1 5 (10.20%) Power BI
1 5 (10.20%) Relational Database
2 3 (6.12%) Delta Lake
3 1 (2.04%) Amazon Athena
3 1 (2.04%) Amazon RDS
3 1 (2.04%) Amazon Redshift
3 1 (2.04%) Big Data
3 1 (2.04%) Data Lake
3 1 (2.04%) Data Warehouse
3 1 (2.04%) Metadata
3 1 (2.04%) Metadata Repository
3 1 (2.04%) PostgreSQL
Development Applications
1 10 (20.41%) Git
2 4 (8.16%) RStudio
3 2 (4.08%) GitLab
4 1 (2.04%) Jenkins
4 1 (2.04%) Maven
4 1 (2.04%) MLflow
General
1 10 (20.41%) Analytical Skills
2 3 (6.12%) Manufacturing
2 3 (6.12%) Public Sector
2 3 (6.12%) Social Skills
3 2 (4.08%) Banking
3 2 (4.08%) Finance
3 2 (4.08%) Inclusion and Diversity
3 2 (4.08%) Retail
4 1 (2.04%) Aerospace
4 1 (2.04%) Front Office
4 1 (2.04%) Influencing Skills
4 1 (2.04%) Investment Banking
4 1 (2.04%) Presentation Skills
Job Titles
1 8 (16.33%) Senior
2 6 (12.24%) Consultant
2 6 (12.24%) Developer
2 6 (12.24%) Python Developer
3 5 (10.20%) Data Engineer
4 4 (8.16%) Kubernetes Consultant
4 4 (8.16%) Machine Learning Engineer
4 4 (8.16%) Performance Consultant
4 4 (8.16%) Senior Developer
4 4 (8.16%) Senior Python Developer
5 3 (6.12%) Analyst
5 3 (6.12%) Architect
5 3 (6.12%) Business Analyst
5 3 (6.12%) Data Scientist
5 3 (6.12%) Senior Analyst
5 3 (6.12%) Senior Business Analyst
5 3 (6.12%) Senior Technical Analyst
5 3 (6.12%) Senior Technical Business Analyst
5 3 (6.12%) Technical Analyst
5 3 (6.12%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 15 (30.61%) Pandas
2 10 (20.41%) NumPy
3 9 (18.37%) REST
3 9 (18.37%) scikit-learn
4 6 (12.24%) Matplotlib
4 6 (12.24%) Plotly
4 6 (12.24%) PySpark
5 5 (10.20%) FastAPI
5 5 (10.20%) Web Services
5 5 (10.20%) XGBoost
6 3 (6.12%) SciPy
6 3 (6.12%) Statsmodels
7 2 (4.08%) Middleware
7 2 (4.08%) PyTorch
8 1 (2.04%) Flask
8 1 (2.04%) Hugging Face
8 1 (2.04%) Spring
8 1 (2.04%) Spring Boot
8 1 (2.04%) SQLAlchemy
8 1 (2.04%) TensorFlow
Miscellaneous
1 14 (28.57%) Beowulf
2 11 (22.45%) Algorithms
3 6 (12.24%) Cloud Native
4 5 (10.20%) Contract for Difference
5 4 (8.16%) Product Ownership
6 2 (4.08%) Data Structures
6 2 (4.08%) Hedge funds
7 1 (2.04%) Acoustics
7 1 (2.04%) Data Protection Act
7 1 (2.04%) Distributed Computing
7 1 (2.04%) Greenfield Project
7 1 (2.04%) Industry 4.0
Operating Systems
1 1 (2.04%) Linux
Processes & Methodologies
1 37 (75.51%) Data Science
2 31 (63.27%) AI
2 31 (63.27%) Machine Learning
3 15 (30.61%) Use Case
4 13 (26.53%) Analytics
4 13 (26.53%) SDLC
5 11 (22.45%) Containerisation
6 10 (20.41%) Decision-Making
7 9 (18.37%) Mathematics
7 9 (18.37%) Validation
8 8 (16.33%) Natural Language Processing
8 8 (16.33%) Problem-Solving
8 8 (16.33%) Time Series Forecasting
9 7 (14.29%) Architectural Patterns
9 7 (14.29%) Data Analysis
10 6 (12.24%) Computer Science
10 6 (12.24%) Data Pipeline
10 6 (12.24%) GAP Analysis
10 6 (12.24%) Visualisation
11 5 (10.20%) Microservices
Programming Languages
1 27 (55.10%) Python
2 19 (38.78%) SQL
3 3 (6.12%) MATLAB
4 2 (4.08%) AWK
4 2 (4.08%) R
5 1 (2.04%) Java
Qualifications
1 21 (42.86%) Security Cleared
2 19 (38.78%) SC Cleared
3 1 (2.04%) Computer Science Degree
3 1 (2.04%) Degree
Quality Assurance & Compliance
1 1 (2.04%) Data Quality
1 1 (2.04%) QA
System Software
1 14 (28.57%) Slurm Workload Manager
2 10 (20.41%) Docker
Systems Management
1 17 (34.69%) Kubernetes
2 14 (28.57%) Podman
3 3 (6.12%) Kubeflow
3 3 (6.12%) Terraform
4 1 (2.04%) Progress Chef
Vendors
1 4 (8.16%) Databricks
1 4 (8.16%) Dataiku
1 4 (8.16%) NVIDIA
2 3 (6.12%) Microsoft
3 2 (4.08%) ServiceNow
4 1 (2.04%) Google
4 1 (2.04%) OpenAI
4 1 (2.04%) Trend Micro