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 25 April 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Apr 2026
Same period 2025 Same period 2024
Rank 531 453 525
Rank change year-on-year -78 +72 +103
Contract jobs citing Jupyter 43 23 11
As % of all contract jobs in England 0.11% 0.094% 0.030%
As % of the Application Platforms category 1.17% 0.81% 0.32%
Number of daily rates quoted 35 16 9
10th Percentile £413 £413 £453
25th Percentile £475 £496 £475
Median daily rate (50th Percentile) £555 £606 £650
Median % change year-on-year -8.45% -6.73% +21.78%
75th Percentile £700 £698 £700
90th Percentile £745 £775 £775
UK median daily rate £565 £561 £619
% change year-on-year +0.67% -9.29% +17.86%

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 3,665 2,850 3,459
As % of all contract IT jobs advertised in England 9.19% 11.59% 9.29%
Number of daily rates quoted 2,536 1,908 2,478
10th Percentile £313 £281 £250
25th Percentile £405 £400 £360
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - -4.76%
75th Percentile £588 £625 £608
90th Percentile £700 £740 £750
UK median daily rate £500 £500 £500
% change year-on-year - - -2.15%
Number of hourly rates quoted 133 71 140
10th Percentile £15.52 £16.26 £13.00
25th Percentile £19.00 £22.90 £15.00
Median hourly rate £28.00 £52.50 £27.51
Median % change year-on-year -46.67% +90.86% -15.36%
75th Percentile £74.00 £64.50 £45.30
90th Percentile £81.00 £77.50 £65.00
UK median hourly rate £32.50 £41.91 £28.01
% change year-on-year -22.45% +49.64% -29.98%

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 25 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 25 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 -68 18 £600 -1.03% 18
Midlands - 16 £459 - 4
East Midlands - 13 £650 - 1
North of England -66 5 £500 - 10
North West - 4 £538 - 3
South West - 3 £500 - 7
West Midlands - 3 £420 - 3
North East -19 1 £500 - 4
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 (18.60%) Apache Airflow
2 4 (9.30%) Apache
2 4 (9.30%) Apache Spark
3 1 (2.33%) Luigi
Applications
1 4 (9.30%) Microsoft Excel
2 3 (6.98%) LaTeX
Cloud Services
1 8 (18.60%) AWS
2 5 (11.63%) Azure
3 4 (9.30%) Amazon OpenSearch
3 4 (9.30%) GCP
4 3 (6.98%) Amazon Bedrock
4 3 (6.98%) Amazon SageMaker
4 3 (6.98%) Azure Synapse Analytics
4 3 (6.98%) dbt
4 3 (6.98%) Vertex AI
5 2 (4.65%) Amazon EKS
6 1 (2.33%) Amazon EMR
6 1 (2.33%) Amazon S3
6 1 (2.33%) Amazon SQS
6 1 (2.33%) Anthropic Claude
6 1 (2.33%) AWS Lambda
6 1 (2.33%) Azure AI
6 1 (2.33%) Azure Machine Learning
6 1 (2.33%) ChatGPT
6 1 (2.33%) Prefect
6 1 (2.33%) Serverless
Communications & Networking
1 1 (2.33%) SMS
Database & Business Intelligence
1 4 (9.30%) BigQuery
2 3 (6.98%) Delta Lake
3 1 (2.33%) Big Data
3 1 (2.33%) Data Lake
3 1 (2.33%) Data Warehouse
3 1 (2.33%) Metadata
3 1 (2.33%) Metadata Repository
Development Applications
1 3 (6.98%) GitLab
2 1 (2.33%) Git
2 1 (2.33%) MLflow
General
1 7 (16.28%) Finance
2 6 (13.95%) Analytical Skills
3 4 (9.30%) Games
4 2 (4.65%) Front Office
4 2 (4.65%) Inclusion and Diversity
4 2 (4.65%) Influencing Skills
4 2 (4.65%) Manufacturing
4 2 (4.65%) Presentation Skills
4 2 (4.65%) Public Sector
4 2 (4.65%) Social Skills
5 1 (2.33%) Aerospace
5 1 (2.33%) Banking
5 1 (2.33%) Investment Banking
Job Titles
1 8 (18.60%) Data Engineer
2 6 (13.95%) Consultant
3 4 (9.30%) Analyst
3 4 (9.30%) Architect
3 4 (9.30%) Business Analyst
3 4 (9.30%) Kubernetes Consultant
3 4 (9.30%) Performance Consultant
3 4 (9.30%) Senior
4 3 (6.98%) Automation Engineer
4 3 (6.98%) Developer
4 3 (6.98%) Machine Learning Engineer
4 3 (6.98%) Mathematician
4 3 (6.98%) Principal Architect
4 3 (6.98%) Principal Solutions Architect
4 3 (6.98%) Python Developer
4 3 (6.98%) Python Engineer
4 3 (6.98%) Senior Business Analyst
4 3 (6.98%) Senior Technical Business Analyst
4 3 (6.98%) Solutions Architect
4 3 (6.98%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 9 (20.93%) Pandas
2 5 (11.63%) NumPy
3 4 (9.30%) Matplotlib
3 4 (9.30%) PySpark
3 4 (9.30%) scikit-learn
4 3 (6.98%) XGBoost
5 2 (4.65%) Middleware
6 1 (2.33%) Plotly
6 1 (2.33%) PyTorch
6 1 (2.33%) Spring
6 1 (2.33%) Spring Boot
6 1 (2.33%) TensorFlow
Miscellaneous
1 14 (32.56%) Beowulf
2 6 (13.95%) Algorithms
2 6 (13.95%) Cloud Native
3 5 (11.63%) Contract for Difference
4 4 (9.30%) Product Ownership
5 2 (4.65%) Data Protection Act
6 1 (2.33%) Acoustics
6 1 (2.33%) Distributed Computing
Processes & Methodologies
1 28 (65.12%) Data Science
2 26 (60.47%) AI
3 25 (58.14%) Machine Learning
4 15 (34.88%) Analytics
4 15 (34.88%) Use Case
5 13 (30.23%) SDLC
6 11 (25.58%) Containerisation
7 9 (20.93%) Validation
8 7 (16.28%) Architectural Patterns
8 7 (16.28%) Decision-Making
9 6 (13.95%) Data Pipeline
9 6 (13.95%) Financial Modelling
9 6 (13.95%) GAP Analysis
10 5 (11.63%) Data Engineering
10 5 (11.63%) Data Transformation
10 5 (11.63%) Mathematics
10 5 (11.63%) Workflow
11 4 (9.30%) Stakeholder Engagement
11 4 (9.30%) Statistical Modelling
11 4 (9.30%) User Stories
Programming Languages
1 24 (55.81%) Python
2 12 (27.91%) SQL
3 3 (6.98%) MATLAB
4 2 (4.65%) AWK
4 2 (4.65%) R
5 1 (2.33%) Java
Qualifications
1 21 (48.84%) Security Cleared
2 20 (46.51%) SC Cleared
Quality Assurance & Compliance
1 1 (2.33%) Data Quality
1 1 (2.33%) QA
System Software
1 14 (32.56%) Slurm Workload Manager
2 10 (23.26%) Docker
Systems Management
1 16 (37.21%) Kubernetes
2 14 (32.56%) Podman
3 3 (6.98%) Kubeflow
3 3 (6.98%) Terraform
Vendors
1 4 (9.30%) Databricks
1 4 (9.30%) NVIDIA
2 3 (6.98%) Microsoft
3 2 (4.65%) ServiceNow
3 2 (4.65%) Trend Micro
4 1 (2.33%) Google
4 1 (2.33%) OpenAI