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 29 August 2026, with comparisons to the same periods in the previous two years.

6 months to
29 Aug 2026
Same period 2025 Same period 2024
Rank 546 484 502
Rank change year-on-year -62 +18 +43
Contract jobs citing Jupyter 76 24 28
As % of all contract jobs in England 0.17% 0.086% 0.085%
As % of the Application Platforms category 1.87% 0.77% 0.80%
Number of daily rates quoted 57 16 20
10th Percentile £362 £431 £520
25th Percentile £363 £488 £600
Median daily rate (50th Percentile) £500 £588 £738
Median % change year-on-year -14.89% -20.34% +18.00%
75th Percentile £701 £651 £784
90th Percentile £750 £738 £838
UK median daily rate £500 £575 £650
% change year-on-year -13.04% -11.54% +4.00%
Number of hourly rates quoted 3 0 0
10th Percentile - - -
25th Percentile £46.25 - -
Median hourly rate £47.50 - -
75th Percentile £49.38 - -
90th Percentile £49.75 - -
UK median hourly rate £47.50 - -

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 4,071 3,113 3,518
As % of all contract IT jobs advertised in England 8.87% 11.22% 10.67%
Number of daily rates quoted 2,659 2,069 2,449
10th Percentile £287 £275 £290
25th Percentile £405 £390 £406
Median daily rate (50th Percentile) £500 £500 £525
Median % change year-on-year - -4.76% -
75th Percentile £600 £600 £663
90th Percentile £688 £725 £850
UK median daily rate £500 £475 £525
% change year-on-year +5.26% -9.52% +2.44%
Number of hourly rates quoted 177 82 84
10th Percentile £16.15 £17.33 £16.00
25th Percentile £18.50 £26.00 £23.73
Median hourly rate £32.50 £42.27 £38.00
Median % change year-on-year -23.11% +11.24% -20.00%
75th Percentile £60.33 £68.81 £70.00
90th Percentile £75.00 £78.75 £74.31
UK median hourly rate £32.50 £41.45 £33.07
% change year-on-year -21.59% +25.34% -38.76%

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 29 August 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 29 August 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 -60 37 £700 +19.15% 52
North of England - 29 £385 - 20
North East - 25 £385 - 6
South West - 5 £555 - 12
Midlands - 5 £420 - 10
West Midlands - 3 £420 - 3
North West - 3 £500 - 10
East Midlands - 2 £750 - 7
Yorkshire - 1 £375 - 5
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 35 (46.05%) Apache Airflow
2 31 (40.79%) Apache
3 28 (36.84%) Apache Spark
4 3 (3.95%) Palantir Foundry
5 1 (1.32%) Confluence
Applications
1 7 (9.21%) Microsoft Excel
2 1 (1.32%) Chatbot
2 1 (1.32%) Microsoft PowerPoint
2 1 (1.32%) Microsoft Project
2 1 (1.32%) Spreadsheet
Cloud Services
1 32 (42.11%) AWS
2 10 (13.16%) Amazon S3
3 9 (11.84%) Amazon EMR
4 7 (9.21%) Amazon EC2
5 5 (6.58%) Amazon CloudWatch
5 5 (6.58%) Amazon ECR
5 5 (6.58%) Azure
5 5 (6.58%) GCP
6 4 (5.26%) dbt
6 4 (5.26%) Textract
6 4 (5.26%) Vertex AI
7 3 (3.95%) Amazon Bedrock
7 3 (3.95%) Amazon SageMaker
7 3 (3.95%) AWS Lambda
7 3 (3.95%) GitHub
7 3 (3.95%) Serverless
8 2 (2.63%) Amazon OpenSearch
8 2 (2.63%) Anthropic Claude
8 2 (2.63%) Azure Synapse Analytics
9 1 (1.32%) Azure AI
Communications & Networking
1 1 (1.32%) SMS
Database & Business Intelligence
1 8 (10.53%) Amazon Athena
2 6 (7.89%) BigQuery
3 3 (3.95%) Amazon RDS
3 3 (3.95%) Big Data
3 3 (3.95%) DynamoDB
3 3 (3.95%) Tableau
4 2 (2.63%) Data Warehouse
4 2 (2.63%) Delta Lake
4 2 (2.63%) PostgreSQL
4 2 (2.63%) SQL Server
5 1 (1.32%) Data Lake
5 1 (1.32%) Data Mining
5 1 (1.32%) Electronic Patient Records
5 1 (1.32%) Metadata
5 1 (1.32%) Metadata Repository
5 1 (1.32%) NoSQL
Development Applications
1 30 (39.47%) GitLab
2 5 (6.58%) JIRA
3 4 (5.26%) Git
4 2 (2.63%) RStudio
5 1 (1.32%) SonarQube
General
1 20 (26.32%) Public Sector
2 16 (21.05%) Analytical Skills
3 14 (18.42%) Finance
3 14 (18.42%) Social Skills
4 6 (7.89%) Games
5 5 (6.58%) Banking
6 3 (3.95%) Presentation Skills
7 2 (2.63%) Documentation Skills
7 2 (2.63%) Front Office
7 2 (2.63%) Influencing Skills
7 2 (2.63%) Manufacturing
7 2 (2.63%) Publishing
8 1 (1.32%) Aerospace
8 1 (1.32%) Inclusion and Diversity
8 1 (1.32%) Investment Banking
8 1 (1.32%) Marketing
Job Titles
1 17 (22.37%) DevOps Engineer
2 15 (19.74%) Platform Engineer
3 13 (17.11%) Developer
4 12 (15.79%) Senior
5 11 (14.47%) Data Engineer
5 11 (14.47%) Python Developer
6 10 (13.16%) Lead
7 8 (10.53%) Analyst
8 6 (7.89%) Python Engineer
8 6 (7.89%) Senior Platform Engineer
9 5 (6.58%) Business Analyst
9 5 (6.58%) Software Developer
10 4 (5.26%) Architect
10 4 (5.26%) Automation Engineer
10 4 (5.26%) Machine Learning Engineer
10 4 (5.26%) Technical Analyst
10 4 (5.26%) Technical Business Analyst
10 4 (5.26%) Test Engineer
11 3 (3.95%) Automation Developer
11 3 (3.95%) Lead DevOps Engineer
Libraries, Frameworks & Software Standards
1 44 (57.89%) Terraform
2 15 (19.74%) vLLM
3 9 (11.84%) Pandas
4 7 (9.21%) PySpark
5 6 (7.89%) XGBoost
6 5 (6.58%) NumPy
7 4 (5.26%) JSON
7 4 (5.26%) Matplotlib
7 4 (5.26%) scikit-learn
8 2 (2.63%) PyTorch
9 1 (1.32%) .NET
9 1 (1.32%) LangChain
9 1 (1.32%) LlamaIndex
9 1 (1.32%) OLE
9 1 (1.32%) pytest
9 1 (1.32%) REST
9 1 (1.32%) Semantic Kernel
9 1 (1.32%) Spring
9 1 (1.32%) Spring Boot
9 1 (1.32%) XML
Miscellaneous
1 9 (11.84%) Cloud Native
2 6 (7.89%) Data Structures
2 6 (7.89%) Product Ownership
3 5 (6.58%) Algorithms
4 3 (3.95%) AI Agents
4 3 (3.95%) Distributed Systems
5 2 (2.63%) Data Protection Act
5 2 (2.63%) Foreign Exchange (FX)
6 1 (1.32%) Beowulf
6 1 (1.32%) Enterprise Software
6 1 (1.32%) Equities
6 1 (1.32%) Market Risk
6 1 (1.32%) Reference Data
6 1 (1.32%) Spread Betting
Processes & Methodologies
1 43 (56.58%) Infrastructure as Code
2 35 (46.05%) DevOps
3 33 (43.42%) Machine Learning
4 30 (39.47%) AI
4 30 (39.47%) Analytics
5 29 (38.16%) Data Science
6 28 (36.84%) CI/CD
7 26 (34.21%) Containerisation
8 22 (28.95%) Data Engineering
9 19 (25.00%) Agile
9 19 (25.00%) LLM
10 17 (22.37%) MLOps
11 15 (19.74%) Platform Engineering
12 12 (15.79%) Data Analysis
12 12 (15.79%) Data Modelling
12 12 (15.79%) Vulnerability Management
13 11 (14.47%) Data Pipeline
13 11 (14.47%) Validation
13 11 (14.47%) Workflow
14 9 (11.84%) Incident Response
Programming Languages
1 53 (69.74%) Python
2 27 (35.53%) SQL
3 5 (6.58%) Java
4 4 (5.26%) Bash
5 3 (3.95%) R
6 1 (1.32%) C#
6 1 (1.32%) JavaScript
Qualifications
1 31 (40.79%) Security Cleared
2 30 (39.47%) SC Cleared
3 1 (1.32%) Degree
3 1 (1.32%) Master's Degree
Quality Assurance & Compliance
1 3 (3.95%) Data Quality
2 1 (1.32%) QA
System Software
1 28 (36.84%) Docker
2 1 (1.32%) Slurm Workload Manager
Systems Management
1 19 (25.00%) Kubeflow
2 17 (22.37%) Kubernetes
3 1 (1.32%) Podman
Vendors
1 15 (19.74%) Trend Micro
2 3 (3.95%) Databricks
2 3 (3.95%) Foundry
2 3 (3.95%) Palantir
3 2 (2.63%) Google
3 2 (2.63%) Microsoft
3 2 (2.63%) OpenAI
3 2 (2.63%) ServiceNow
4 1 (1.32%) UiPath