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 vacancies from the 6 months leading up to 18 September 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Sep 2025
Same period 2024 Same period 2023
Rank 489 495 531
Rank change year-on-year +6 +36 +214
Contract jobs citing Jupyter 23 33 59
As % of all contract jobs advertised in England 0.083% 0.10% 0.14%
As % of the Application Platforms category 0.75% 0.93% 1.37%
Number of daily rates quoted 15 25 40
10th Percentile £443 £445 £469
25th Percentile £513 £550 £538
Median daily rate (50th Percentile) £600 £645 £638
Median % change year-on-year -6.98% +1.18% +2.00%
75th Percentile £660 £775 £728
90th Percentile £738 £825 £808
UK median daily rate £600 £628 £638
% change year-on-year -4.38% -1.57% +2.00%
Number of hourly rates quoted 0 0 10
10th Percentile - - -
25th Percentile - - -
Median hourly rate - - £78.00
75th Percentile - - £90.00
90th Percentile - - -
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 3,080 3,545 4,302
As % of all contract IT jobs advertised in England 11.08% 10.76% 10.26%
Number of daily rates quoted 2,046 2,384 2,944
10th Percentile £275 £275 £256
25th Percentile £388 £400 £400
Median daily rate (50th Percentile) £498 £525 £525
Median % change year-on-year -5.24% - -
75th Percentile £600 £650 £650
90th Percentile £720 £850 £743
UK median daily rate £483 £525 £501
% change year-on-year -8.10% +4.90% -4.67%
Number of hourly rates quoted 77 79 144
10th Percentile £16.60 £17.08 £16.17
25th Percentile £25.75 £23.80 £20.38
Median hourly rate £41.45 £47.50 £45.50
Median % change year-on-year -12.74% +4.40% +116.67%
75th Percentile £65.00 £70.00 £70.00
90th Percentile £77.50 £74.55 £78.00
UK median hourly rate £36.50 £38.00 £52.50
% change year-on-year -3.95% -27.62% +138.64%

Jupyter
Job Vacancy Trend in England

Job postings citing Jupyter as a proportion of all IT jobs advertised in England.

Job vacancy trend for Jupyter 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 September 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 18 September 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 +14 20 £600 -6.98% 16
South East +19 1 £600 +50.00% 7
East of England - 1 £475 -
Jupyter
UK

Jupyter
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (26.09%) Apache
2 5 (21.74%) Apache Spark
3 1 (4.35%) Apache Airflow
3 1 (4.35%) IIS
3 1 (4.35%) nginx
Cloud Services
1 12 (52.17%) AWS
1 12 (52.17%) Azure
2 7 (30.43%) GCP
3 6 (26.09%) Amazon SageMaker
4 4 (17.39%) Amazon Bedrock
4 4 (17.39%) GitHub
4 4 (17.39%) GitHub Actions
4 4 (17.39%) Power Platform
4 4 (17.39%) Vertex AI
5 2 (8.70%) Serverless
6 1 (4.35%) AWS Lambda
6 1 (4.35%) Azure AKS
6 1 (4.35%) Azure Data Factory
6 1 (4.35%) Azure DevOps
6 1 (4.35%) Azure Synapse Analytics
6 1 (4.35%) Entra ID
Communications & Networking
1 4 (17.39%) SSH
Database & Business Intelligence
1 7 (30.43%) Data Lake
2 4 (17.39%) Apache Hive
2 4 (17.39%) Azure SQL Database
2 4 (17.39%) Big Data
2 4 (17.39%) Delta Lake
2 4 (17.39%) PostgreSQL
2 4 (17.39%) Power BI
2 4 (17.39%) SQL Server
3 1 (4.35%) OLTP
3 1 (4.35%) Relational Database
Development Applications
1 9 (39.13%) Git
2 8 (34.78%) MLflow
3 4 (17.39%) JIRA
3 4 (17.39%) RStudio
4 1 (4.35%) GitLab
4 1 (4.35%) Jenkins
4 1 (4.35%) JUnit
4 1 (4.35%) Mockito
General
1 6 (26.09%) Analytical Skills
1 6 (26.09%) Public Sector
2 5 (21.74%) Social Skills
3 2 (8.70%) Publishing
3 2 (8.70%) Retail
4 1 (4.35%) Finance
4 1 (4.35%) Marketing
4 1 (4.35%) Telecoms
Job Titles
1 7 (30.43%) Architect
1 7 (30.43%) Artificial Intelligence Architect
1 7 (30.43%) Data Engineer
2 4 (17.39%) Developer
2 4 (17.39%) Python Developer
3 3 (13.04%) Backend Developer
3 3 (13.04%) Solutions Architect
4 2 (8.70%) Cloud Architect
4 2 (8.70%) Data Scientist
4 2 (8.70%) Enterprise Architect
4 2 (8.70%) Machine Learning Engineer
4 2 (8.70%) Senior
4 2 (8.70%) Technical Architect
5 1 (4.35%) Azure Engineer
5 1 (4.35%) Cloud Engineer
5 1 (4.35%) Cloud Solutions Architect
5 1 (4.35%) Enterprise Solutions Architect
5 1 (4.35%) Security Architect
5 1 (4.35%) Senior Architect
5 1 (4.35%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 11 (47.83%) PyTorch
2 10 (43.48%) Hugging Face
3 9 (39.13%) TensorFlow
4 8 (34.78%) pydantic
5 7 (30.43%) Pandas
5 7 (30.43%) scikit-learn
6 6 (26.09%) FastAPI
6 6 (26.09%) NumPy
7 5 (21.74%) OpenTelemetry
8 4 (17.39%) JSON
8 4 (17.39%) LangChain
8 4 (17.39%) PySpark
8 4 (17.39%) pytest
8 4 (17.39%) SQLAlchemy
8 4 (17.39%) YAML
9 3 (13.04%) Keras
9 3 (13.04%) Lambda Expressions
9 3 (13.04%) XGBoost
10 2 (8.70%) Flask
10 2 (8.70%) Matplotlib
Miscellaneous
1 6 (26.09%) Data Structures
2 4 (17.39%) Linux Command Line
2 4 (17.39%) Reference Data
3 2 (8.70%) Algorithms
3 2 (8.70%) Cloud Native
3 2 (8.70%) Self-Motivation
3 2 (8.70%) Virtual Team
4 1 (4.35%) Data Fabric
4 1 (4.35%) Distributed Systems
4 1 (4.35%) Genomics
Operating Systems
1 4 (17.39%) Linux
Processes & Methodologies
1 18 (78.26%) Machine Learning
2 15 (65.22%) Artificial Intelligence
3 14 (60.87%) Data Science
4 12 (52.17%) Generative AI
5 11 (47.83%) Data Pipeline
5 11 (47.83%) Natural Language Processing
6 9 (39.13%) Agile
6 9 (39.13%) Analytics
7 8 (34.78%) Deep Learning
8 7 (30.43%) LLM
8 7 (30.43%) Problem-Solving
8 7 (30.43%) Scrum
9 6 (26.09%) Data Governance
9 6 (26.09%) Data Integration
10 5 (21.74%) DevOps
10 5 (21.74%) Microservices
11 4 (17.39%) Data Ingestion
11 4 (17.39%) Data Security
11 4 (17.39%) OO
11 4 (17.39%) Technical Leadership
Programming Languages
1 19 (82.61%) Python
2 6 (26.09%) SQL
3 5 (21.74%) Bash
3 5 (21.74%) Scala
4 3 (13.04%) R
5 2 (8.70%) Java
Qualifications
1 4 (17.39%) AWS Certification
1 4 (17.39%) SC Cleared
1 4 (17.39%) Security Cleared
2 2 (8.70%) Degree
2 2 (8.70%) Master's Degree
3 1 (4.35%) Azure Certification
Quality Assurance & Compliance
1 4 (17.39%) GDPR
2 3 (13.04%) QA
3 1 (4.35%) EU AI Act
3 1 (4.35%) NIST
System Software
1 5 (21.74%) Docker
2 1 (4.35%) Active Directory
2 1 (4.35%) Virtual Machines
Systems Management
1 7 (30.43%) Kubernetes
2 6 (26.09%) Terraform
3 2 (8.70%) Kubeflow
Vendors
1 11 (47.83%) Databricks
2 7 (30.43%) Microsoft
3 6 (26.09%) Google
3 6 (26.09%) OpenAI
4 4 (17.39%) Dataiku
4 4 (17.39%) DataRobot