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 11 November 2025, with comparisons to the same periods in the previous two years.

6 months to
11 Nov 2025
Same period 2024 Same period 2023
Rank 509 478 525
Rank change year-on-year -31 +47 +188
Contract jobs citing Jupyter 32 34 61
As % of all contract jobs in England 0.11% 0.11% 0.15%
As % of the Application Platforms category 0.97% 1.01% 1.52%
Number of daily rates quoted 23 22 43
10th Percentile £400 £434 £467
25th Percentile £450 £559 £581
Median daily rate (50th Percentile) £543 £645 £633
Median % change year-on-year -15.81% +1.98% +1.20%
75th Percentile £738 £775 £688
90th Percentile - £825 £775
UK median daily rate £543 £645 £633
% change year-on-year -15.81% +1.98% +1.20%
Number of hourly rates quoted 0 0 6
10th Percentile - - -
25th Percentile - - -
Median hourly rate - - £78.00
75th Percentile - - £87.00
90th Percentile - - £90.00
UK median hourly rate - - £78.00

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 3,294 3,381 4,006
As % of all contract IT jobs advertised in England 11.09% 11.03% 10.04%
Number of daily rates quoted 2,245 2,150 2,733
10th Percentile £288 £263 £250
25th Percentile £400 £400 £381
Median daily rate (50th Percentile) £500 £515 £500
Median % change year-on-year -2.91% +3.00% -4.76%
75th Percentile £600 £638 £638
90th Percentile £720 £810 £713
UK median daily rate £498 £507 £500
% change year-on-year -1.85% +1.37% -4.76%
Number of hourly rates quoted 90 70 136
10th Percentile £17.16 £20.10 £15.19
25th Percentile £21.25 £29.63 £18.45
Median hourly rate £39.25 £42.21 £27.00
Median % change year-on-year -7.00% +56.31% +41.18%
75th Percentile £69.33 £66.77 £65.00
90th Percentile £80.00 £74.00 £75.55
UK median hourly rate £35.00 £38.25 £27.50
% change year-on-year -8.50% +39.09% +40.27%

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 11 November 2025.

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 11 November 2025. 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 -5 24 £550 -21.15% 14
South East +7 2 £550 +37.50% 9
North of England -31 2 - - 2
North West - 2 - - 2
South West - 1 - -
East of England - 1 £475 -
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 6 (18.75%) Apache Airflow
2 4 (12.50%) Apache
3 3 (9.38%) Apache Spark
4 1 (3.13%) IIS
4 1 (3.13%) nginx
Applications
1 3 (9.38%) Chatbot
Cloud Services
1 22 (68.75%) AWS
2 8 (25.00%) Azure
3 7 (21.88%) Amazon SageMaker
3 7 (21.88%) Vertex AI
4 6 (18.75%) GCP
4 6 (18.75%) Power Platform
5 4 (12.50%) Amazon Bedrock
5 4 (12.50%) Cloud Computing
6 3 (9.38%) Amazon ECS
6 3 (9.38%) AWS Fargate
6 3 (9.38%) Azure Pipelines
6 3 (9.38%) Serverless
7 2 (6.25%) Amazon EKS
7 2 (6.25%) Amazon OpenSearch
8 1 (3.13%) Apigee
8 1 (3.13%) AWS Lambda
8 1 (3.13%) Azure AKS
8 1 (3.13%) dbt
8 1 (3.13%) Entra ID
8 1 (3.13%) GitHub Actions
Communications & Networking
1 1 (3.13%) TCP/IP
Database & Business Intelligence
1 6 (18.75%) Power BI
1 6 (18.75%) Relational Database
2 4 (12.50%) PostgreSQL
3 3 (9.38%) Big Data
3 3 (9.38%) Data Lake
4 1 (3.13%) Amazon Athena
4 1 (3.13%) Amazon RDS
4 1 (3.13%) Amazon Redshift
4 1 (3.13%) Apache Hive
4 1 (3.13%) Elasticsearch
4 1 (3.13%) Impala
4 1 (3.13%) NoSQL
4 1 (3.13%) OLTP
4 1 (3.13%) Tableau
Development Applications
1 11 (34.38%) Git
2 5 (15.63%) MLflow
3 4 (12.50%) RStudio
4 2 (6.25%) Jenkins
5 1 (3.13%) GitLab
5 1 (3.13%) JUnit
5 1 (3.13%) Maven
5 1 (3.13%) Mockito
General
1 6 (18.75%) Social Skills
2 5 (15.63%) Analytical Skills
2 5 (15.63%) Retail
3 4 (12.50%) Public Sector
4 2 (6.25%) Inclusion and Diversity
5 1 (3.13%) Banking
5 1 (3.13%) Finance
5 1 (3.13%) Manufacturing
5 1 (3.13%) Marketing
5 1 (3.13%) Telecoms
Job Titles
1 7 (21.88%) Developer
1 7 (21.88%) Python Developer
2 5 (15.63%) Machine Learning Engineer
2 5 (15.63%) Senior
3 4 (12.50%) Architect
3 4 (12.50%) Artificial Intelligence Architect
3 4 (12.50%) Data Engineer
3 4 (12.50%) Senior Developer
3 4 (12.50%) Senior Python Developer
4 3 (9.38%) Data Scientist
4 3 (9.38%) Operations Engineer
5 2 (6.25%) AWS Engineer
5 2 (6.25%) Support Engineer
5 2 (6.25%) Technical Architect
6 1 (3.13%) Backend Developer
6 1 (3.13%) Big Data Engineer
6 1 (3.13%) Data Science Engineer
6 1 (3.13%) Lead
6 1 (3.13%) Senior Technical Architect
6 1 (3.13%) Solutions Architect
Libraries, Frameworks & Software Standards
1 14 (43.75%) Pandas
2 11 (34.38%) NumPy
2 11 (34.38%) scikit-learn
3 10 (31.25%) FastAPI
3 10 (31.25%) REST
4 8 (25.00%) PyTorch
5 6 (18.75%) Hugging Face
5 6 (18.75%) Matplotlib
5 6 (18.75%) XGBoost
6 5 (15.63%) Plotly
6 5 (15.63%) Web Services
7 4 (12.50%) SQLAlchemy
7 4 (12.50%) TensorFlow
8 3 (9.38%) Flask
8 3 (9.38%) Middleware
8 3 (9.38%) PySpark
8 3 (9.38%) SciPy
8 3 (9.38%) Statsmodels
9 2 (6.25%) LangChain
9 2 (6.25%) OpenTelemetry
Miscellaneous
1 10 (31.25%) Algorithms
2 5 (15.63%) Data Structures
3 3 (9.38%) Cloud Native
4 2 (6.25%) Hedge funds
4 2 (6.25%) Product Ownership
5 1 (3.13%) Distributed Systems
5 1 (3.13%) Educational Technology
5 1 (3.13%) Genomics
5 1 (3.13%) Greenfield Project
5 1 (3.13%) Hybrid Cloud
5 1 (3.13%) Industry 4.0
Operating Systems
1 2 (6.25%) Linux
Processes & Methodologies
1 24 (75.00%) Data Science
1 24 (75.00%) Machine Learning
2 18 (56.25%) AI
3 14 (43.75%) Natural Language Processing
4 10 (31.25%) Analytics
4 10 (31.25%) Data Analysis
5 9 (28.13%) Deep Learning
5 9 (28.13%) Generative AI
5 9 (28.13%) Microservices
5 9 (28.13%) Time Series Forecasting
6 8 (25.00%) MLOps
7 7 (21.88%) Computer Science
7 7 (21.88%) DevOps
7 7 (21.88%) Problem-Solving
8 6 (18.75%) Agile
8 6 (18.75%) Business Intelligence
8 6 (18.75%) Data Modelling
8 6 (18.75%) Logistic Regression
8 6 (18.75%) OO
8 6 (18.75%) Unit Testing
Programming Languages
1 21 (65.63%) Python
2 15 (46.88%) SQL
3 2 (6.25%) AWK
3 2 (6.25%) Java
3 2 (6.25%) R
4 1 (3.13%) Bash
4 1 (3.13%) Scala
Qualifications
1 5 (15.63%) Security Cleared
2 3 (9.38%) AWS Certification
2 3 (9.38%) SC Cleared
3 1 (3.13%) Computer Science Degree
3 1 (3.13%) Degree
Quality Assurance & Compliance
1 2 (6.25%) QA
2 1 (3.13%) EU AI Act
2 1 (3.13%) GDPR
2 1 (3.13%) NIST
System Software
1 3 (9.38%) Docker
2 1 (3.13%) Active Directory
2 1 (3.13%) Virtual Machines
Systems Management
1 7 (21.88%) Kubernetes
2 6 (18.75%) Terraform
3 2 (6.25%) Kubeflow
4 1 (3.13%) Kibana
4 1 (3.13%) Progress Chef
Vendors
1 6 (18.75%) Dataiku
2 4 (12.50%) Google
2 4 (12.50%) Microsoft
3 3 (9.38%) Databricks
3 3 (9.38%) OpenAI
4 2 (6.25%) DataRobot