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

6 months to
18 Apr 2026
Same period 2025 Same period 2024
Rank 532 453 522
Rank change year-on-year -79 +69 +118
Contract jobs citing Jupyter 47 22 10
As % of all contract jobs in England 0.12% 0.090% 0.027%
As % of the Application Platforms category 1.26% 0.77% 0.29%
Number of daily rates quoted 38 15 8
10th Percentile £413 £410 £441
25th Percentile £475 £481 £545
Median daily rate (50th Percentile) £565 £640 £663
Median % change year-on-year -11.72% -3.40% +24.12%
75th Percentile £700 £715 £719
90th Percentile £741 £775 £775
UK median daily rate £588 £550 £650
% change year-on-year +6.82% -15.38% +23.81%

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 3,725 2,858 3,460
As % of all contract IT jobs advertised in England 9.45% 11.67% 9.29%
Number of daily rates quoted 2,581 1,917 2,485
10th Percentile £313 £279 £250
25th Percentile £410 £400 £356
Median daily rate (50th Percentile) £500 £500 £498
Median % change year-on-year - +0.50% -5.24%
75th Percentile £588 £623 £600
90th Percentile £700 £738 £750
UK median daily rate £500 £500 £500
% change year-on-year - - -2.44%
Number of hourly rates quoted 136 71 142
10th Percentile £15.25 £16.26 £13.00
25th Percentile £18.88 £22.90 £15.03
Median hourly rate £29.44 £50.00 £28.75
Median % change year-on-year -41.12% +73.91% +9.57%
75th Percentile £74.00 £64.50 £46.18
90th Percentile £81.00 £77.50 £65.00
UK median hourly rate £35.25 £41.91 £29.50
% change year-on-year -15.89% +42.07% -1.67%

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 18 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 18 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 -43 21 £613 -4.30% 20
Midlands - 16 £459 - 5
East Midlands - 13 £650 - 2
North of England -65 5 £500 - 10
North West - 4 £538 - 4
South West - 3 £500 - 3
West Midlands - 3 £420 - 3
North East -14 1 £500 - 3
South East - 1 £500 - 15
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 (17.02%) Apache Airflow
2 4 (8.51%) Apache
2 4 (8.51%) Apache Spark
3 1 (2.13%) Luigi
Applications
1 4 (8.51%) Microsoft Excel
2 3 (6.38%) LaTeX
Cloud Services
1 10 (21.28%) AWS
2 6 (12.77%) Azure
2 6 (12.77%) GCP
3 5 (10.64%) Vertex AI
4 4 (8.51%) Amazon OpenSearch
5 3 (6.38%) Amazon Bedrock
5 3 (6.38%) Amazon SageMaker
5 3 (6.38%) Azure Synapse Analytics
5 3 (6.38%) dbt
6 2 (4.26%) Amazon EKS
6 2 (4.26%) Power Platform
7 1 (2.13%) Amazon S3
7 1 (2.13%) Anthropic Claude
7 1 (2.13%) AWS Lambda
7 1 (2.13%) Azure AI
7 1 (2.13%) Azure Machine Learning
7 1 (2.13%) Azure Pipelines
7 1 (2.13%) ChatGPT
7 1 (2.13%) Prefect
7 1 (2.13%) Serverless
Communications & Networking
1 1 (2.13%) SMS
Database & Business Intelligence
1 4 (8.51%) BigQuery
2 3 (6.38%) Delta Lake
3 2 (4.26%) Power BI
3 2 (4.26%) Relational Database
4 1 (2.13%) Big Data
4 1 (2.13%) Data Lake
4 1 (2.13%) Data Warehouse
4 1 (2.13%) Metadata
4 1 (2.13%) Metadata Repository
Development Applications
1 3 (6.38%) Git
1 3 (6.38%) GitLab
2 1 (2.13%) MLflow
General
1 8 (17.02%) Analytical Skills
2 7 (14.89%) Finance
3 4 (8.51%) Games
4 3 (6.38%) Social Skills
5 2 (4.26%) Front Office
5 2 (4.26%) Inclusion and Diversity
5 2 (4.26%) Influencing Skills
5 2 (4.26%) Manufacturing
5 2 (4.26%) Presentation Skills
5 2 (4.26%) Public Sector
5 2 (4.26%) Retail
6 1 (2.13%) Aerospace
6 1 (2.13%) Banking
6 1 (2.13%) Investment Banking
Job Titles
1 8 (17.02%) Data Engineer
2 6 (12.77%) Consultant
2 6 (12.77%) Senior
3 5 (10.64%) Developer
3 5 (10.64%) Python Developer
4 4 (8.51%) Analyst
4 4 (8.51%) Architect
4 4 (8.51%) Business Analyst
4 4 (8.51%) Kubernetes Consultant
4 4 (8.51%) Machine Learning Engineer
4 4 (8.51%) Performance Consultant
5 3 (6.38%) Automation Engineer
5 3 (6.38%) Data Scientist
5 3 (6.38%) Mathematician
5 3 (6.38%) Principal Solutions Architect
5 3 (6.38%) Python Engineer
5 3 (6.38%) Senior Analyst
5 3 (6.38%) Senior Business Analyst
5 3 (6.38%) Senior Technical Business Analyst
5 3 (6.38%) Solutions Architect
Libraries, Frameworks & Software Standards
1 12 (25.53%) Pandas
2 7 (14.89%) NumPy
2 7 (14.89%) scikit-learn
3 6 (12.77%) Matplotlib
4 5 (10.64%) XGBoost
5 4 (8.51%) PySpark
6 3 (6.38%) Plotly
7 2 (4.26%) Middleware
7 2 (4.26%) REST
7 2 (4.26%) Web Services
8 1 (2.13%) PyTorch
8 1 (2.13%) SciPy
8 1 (2.13%) Spring
8 1 (2.13%) Spring Boot
8 1 (2.13%) Statsmodels
8 1 (2.13%) TensorFlow
Miscellaneous
1 14 (29.79%) Beowulf
2 8 (17.02%) Algorithms
3 7 (14.89%) Cloud Native
4 5 (10.64%) Contract for Difference
5 4 (8.51%) Product Ownership
6 2 (4.26%) Data Protection Act
6 2 (4.26%) Data Structures
7 1 (2.13%) Acoustics
7 1 (2.13%) Distributed Computing
7 1 (2.13%) Hedge funds
Processes & Methodologies
1 31 (65.96%) Data Science
2 27 (57.45%) AI
2 27 (57.45%) Machine Learning
3 16 (34.04%) Analytics
4 15 (31.91%) Use Case
5 13 (27.66%) SDLC
6 11 (23.40%) Containerisation
7 9 (19.15%) Validation
8 8 (17.02%) Decision-Making
9 7 (14.89%) Architectural Patterns
10 6 (12.77%) Data Pipeline
10 6 (12.77%) Financial Modelling
10 6 (12.77%) GAP Analysis
10 6 (12.77%) Mathematics
10 6 (12.77%) Natural Language Processing
10 6 (12.77%) Time Series Forecasting
11 5 (10.64%) Computer Science
11 5 (10.64%) Data Engineering
11 5 (10.64%) Data Transformation
11 5 (10.64%) Deep Learning
Programming Languages
1 27 (57.45%) Python
2 15 (31.91%) SQL
3 3 (6.38%) MATLAB
4 2 (4.26%) AWK
4 2 (4.26%) R
5 1 (2.13%) Java
Qualifications
1 21 (44.68%) Security Cleared
2 20 (42.55%) SC Cleared
Quality Assurance & Compliance
1 1 (2.13%) Data Quality
1 1 (2.13%) QA
System Software
1 14 (29.79%) Slurm Workload Manager
2 10 (21.28%) Docker
Systems Management
1 16 (34.04%) Kubernetes
2 14 (29.79%) Podman
3 3 (6.38%) Kubeflow
3 3 (6.38%) Terraform
Vendors
1 4 (8.51%) Databricks
1 4 (8.51%) NVIDIA
2 3 (6.38%) Microsoft
3 2 (4.26%) Google
3 2 (4.26%) ServiceNow
3 2 (4.26%) Trend Micro
4 1 (2.13%) Dataiku
4 1 (2.13%) OpenAI