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 28 October 2025, with comparisons to the same periods in the previous two years.

6 months to
28 Oct 2025
Same period 2024 Same period 2023
Rank 483 473 517
Rank change year-on-year -10 +44 +203
Contract jobs citing Jupyter 33 35 65
As % of all contract jobs in England 0.11% 0.11% 0.16%
As % of the Application Platforms category 1.02% 1.03% 1.59%
Number of daily rates quoted 23 23 45
10th Percentile £400 £443 £486
25th Percentile £450 £568 £581
Median daily rate (50th Percentile) £543 £645 £650
Median % change year-on-year -15.81% -0.77% +4.00%
75th Percentile £669 £775 £695
90th Percentile £738 £825 £775
UK median daily rate £543 £645 £650
% change year-on-year -15.81% -0.77% +4.00%
Number of hourly rates quoted 0 0 8
10th Percentile - - -
25th Percentile - - £78.00
Median hourly rate - - £84.00
75th Percentile - - £90.00
90th Percentile - - -
UK median hourly rate - - £84.00

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 3,221 3,402 4,080
As % of all contract IT jobs advertised in England 11.19% 10.92% 10.12%
Number of daily rates quoted 2,189 2,169 2,761
10th Percentile £281 £264 £250
25th Percentile £400 £400 £391
Median daily rate (50th Percentile) £500 £525 £510
Median % change year-on-year -4.76% +2.94% -2.86%
75th Percentile £594 £650 £638
90th Percentile £708 £825 £730
UK median daily rate £492 £515 £500
% change year-on-year -4.47% +3.00% -4.76%
Number of hourly rates quoted 81 67 140
10th Percentile £15.60 £19.17 £15.44
25th Percentile £22.00 £27.40 £18.45
Median hourly rate £37.50 £42.50 £27.00
Median % change year-on-year -11.76% +57.41% +35.00%
75th Percentile £67.84 £70.00 £65.00
90th Percentile £74.26 £74.18 £76.53
UK median hourly rate £35.00 £37.00 £28.75
% change year-on-year -5.41% +28.70% +43.75%

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 28 October 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 28 October 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 +16 27 £550 -26.67% 17
South East +3 2 £550 +37.50% 14
South West - 1 - -
East of England - 1 £475 - 1
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 3 (9.09%) Apache Airflow
2 2 (6.06%) Apache
3 1 (3.03%) Apache Spark
3 1 (3.03%) IIS
3 1 (3.03%) nginx
Applications
1 3 (9.09%) Chatbot
Cloud Services
1 23 (69.70%) AWS
2 12 (36.36%) Azure
3 8 (24.24%) Amazon SageMaker
3 8 (24.24%) GCP
4 7 (21.21%) Vertex AI
5 6 (18.18%) Power Platform
6 4 (12.12%) Amazon Bedrock
6 4 (12.12%) Cloud Computing
7 3 (9.09%) Amazon ECS
7 3 (9.09%) AWS Fargate
7 3 (9.09%) Azure Pipelines
7 3 (9.09%) Serverless
8 1 (3.03%) Amazon CloudWatch
8 1 (3.03%) Apigee
8 1 (3.03%) AWS Lambda
8 1 (3.03%) Azure AKS
8 1 (3.03%) Azure Data Factory
8 1 (3.03%) Azure DevOps
8 1 (3.03%) Entra ID
8 1 (3.03%) GitHub Actions
Communications & Networking
1 1 (3.03%) TCP/IP
Database & Business Intelligence
1 7 (21.21%) Data Lake
2 6 (18.18%) Power BI
2 6 (18.18%) Relational Database
3 5 (15.15%) Big Data
4 4 (12.12%) PostgreSQL
5 1 (3.03%) Amazon Athena
5 1 (3.03%) Amazon RDS
5 1 (3.03%) Amazon Redshift
5 1 (3.03%) Apache Hive
5 1 (3.03%) Elasticsearch
5 1 (3.03%) Impala
5 1 (3.03%) NoSQL
5 1 (3.03%) OLTP
5 1 (3.03%) Tableau
Development Applications
1 11 (33.33%) Git
2 6 (18.18%) MLflow
3 4 (12.12%) RStudio
4 2 (6.06%) Jenkins
5 1 (3.03%) GitLab
5 1 (3.03%) JUnit
5 1 (3.03%) Maven
5 1 (3.03%) Mockito
General
1 8 (24.24%) Social Skills
2 7 (21.21%) Analytical Skills
3 5 (15.15%) Retail
4 4 (12.12%) Public Sector
5 2 (6.06%) Publishing
6 1 (3.03%) Banking
6 1 (3.03%) Finance
6 1 (3.03%) Manufacturing
6 1 (3.03%) Marketing
6 1 (3.03%) Telecoms
Job Titles
1 7 (21.21%) Architect
1 7 (21.21%) Artificial Intelligence Architect
1 7 (21.21%) Developer
1 7 (21.21%) Python Developer
2 5 (15.15%) Senior
3 4 (12.12%) Data Engineer
3 4 (12.12%) Machine Learning Engineer
3 4 (12.12%) Senior Developer
3 4 (12.12%) Senior Python Developer
4 3 (9.09%) Data Scientist
4 3 (9.09%) Operations Engineer
4 3 (9.09%) Solutions Architect
5 2 (6.06%) Cloud Architect
5 2 (6.06%) Enterprise Architect
5 2 (6.06%) Technical Architect
6 1 (3.03%) Cloud Solutions Architect
6 1 (3.03%) Enterprise Solutions Architect
6 1 (3.03%) Security Architect
6 1 (3.03%) Senior Technical Architect
6 1 (3.03%) Technical Leader
Libraries, Frameworks & Software Standards
1 13 (39.39%) Pandas
2 11 (33.33%) NumPy
2 11 (33.33%) PyTorch
3 10 (30.30%) FastAPI
3 10 (30.30%) REST
3 10 (30.30%) scikit-learn
4 9 (27.27%) Hugging Face
5 7 (21.21%) TensorFlow
6 6 (18.18%) XGBoost
7 5 (15.15%) Matplotlib
7 5 (15.15%) Plotly
7 5 (15.15%) Web Services
8 4 (12.12%) SQLAlchemy
9 3 (9.09%) Flask
9 3 (9.09%) Keras
9 3 (9.09%) PySpark
9 3 (9.09%) SciPy
9 3 (9.09%) Statsmodels
10 2 (6.06%) LangChain
10 2 (6.06%) OpenTelemetry
Miscellaneous
1 9 (27.27%) Algorithms
2 5 (15.15%) Data Structures
3 3 (9.09%) Cloud Native
4 2 (6.06%) Hedge funds
4 2 (6.06%) Product Ownership
4 2 (6.06%) Self-Motivation
4 2 (6.06%) Virtual Team
5 1 (3.03%) Data Fabric
5 1 (3.03%) Distributed Systems
5 1 (3.03%) Educational Technology
5 1 (3.03%) Genomics
5 1 (3.03%) Greenfield Project
5 1 (3.03%) Hybrid Cloud
5 1 (3.03%) Industry 4.0
Operating Systems
1 2 (6.06%) Linux
Processes & Methodologies
1 27 (81.82%) Machine Learning
2 26 (78.79%) Data Science
3 21 (63.64%) AI
4 17 (51.52%) Natural Language Processing
5 13 (39.39%) Analytics
6 12 (36.36%) Generative AI
7 11 (33.33%) Deep Learning
8 10 (30.30%) Data Analysis
8 10 (30.30%) LLM
9 9 (27.27%) Microservices
9 9 (27.27%) Problem-Solving
10 8 (24.24%) Agile
10 8 (24.24%) DevOps
10 8 (24.24%) MLOps
10 8 (24.24%) Time Series Forecasting
11 7 (21.21%) Data Integration
11 7 (21.21%) Data Pipeline
12 6 (18.18%) Conversational UI
12 6 (18.18%) Design Patterns
12 6 (18.18%) Visualisation
Programming Languages
1 23 (69.70%) Python
2 14 (42.42%) SQL
3 4 (12.12%) R
4 2 (6.06%) Java
5 1 (3.03%) Bash
5 1 (3.03%) Scala
Qualifications
1 3 (9.09%) AWS Certification
1 3 (9.09%) Degree
1 3 (9.09%) Security Cleared
2 2 (6.06%) Master's Degree
3 1 (3.03%) Azure Certification
3 1 (3.03%) Computer Science Degree
3 1 (3.03%) SC Cleared
Quality Assurance & Compliance
1 2 (6.06%) QA
2 1 (3.03%) EU AI Act
2 1 (3.03%) GDPR
2 1 (3.03%) NIST
System Software
1 3 (9.09%) Docker
2 1 (3.03%) Active Directory
2 1 (3.03%) Virtual Machines
Systems Management
1 7 (21.21%) Kubernetes
2 6 (18.18%) Terraform
3 2 (6.06%) Kubeflow
4 1 (3.03%) Kibana
4 1 (3.03%) Progress Chef
Vendors
1 7 (21.21%) Databricks
1 7 (21.21%) Dataiku
1 7 (21.21%) Google
1 7 (21.21%) Microsoft
2 6 (18.18%) OpenAI
3 3 (9.09%) DataRobot