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 2 September 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Sep 2026
Same period 2025 Same period 2024
Rank 552 491 500
Rank change year-on-year -61 +9 +35
Contract jobs citing Jupyter 74 24 28
As % of all contract jobs in England 0.16% 0.088% 0.085%
As % of the Application Platforms category 1.83% 0.78% 0.79%
Number of daily rates quoted 55 16 20
10th Percentile £361 £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 £650 £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 4,054 3,072 3,530
As % of all contract IT jobs advertised in England 8.89% 11.22% 10.68%
Number of daily rates quoted 2,647 2,044 2,452
10th Percentile £288 £275 £288
25th Percentile £405 £390 £406
Median daily rate (50th Percentile) £500 £500 £525
Median % change year-on-year - -4.76% -
75th Percentile £600 £600 £660
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 176 80 83
10th Percentile £16.13 £17.15 £16.00
25th Percentile £18.44 £25.94 £23.65
Median hourly rate £32.50 £43.80 £37.50
Median % change year-on-year -25.79% +16.79% -19.94%
75th Percentile £60.08 £70.36 £70.00
90th Percentile £75.00 £78.88 £74.35
UK median hourly rate £32.50 £43.09 £33.07
% change year-on-year -24.58% +30.30% -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 2 September 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 2 September 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 -56 36 £700 +19.15% 53
North of England - 29 £385 - 20
North East - 25 £385 - 4
South West - 5 £555 - 12
Midlands - 4 £420 - 10
North West - 3 £500 - 11
East Midlands - 2 £750 - 7
West Midlands - 2 £398 - 3
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 34 (45.95%) Apache Airflow
2 31 (41.89%) Apache
3 28 (37.84%) Apache Spark
4 3 (4.05%) Palantir Foundry
5 1 (1.35%) Confluence
Applications
1 7 (9.46%) Microsoft Excel
2 1 (1.35%) Chatbot
2 1 (1.35%) Microsoft PowerPoint
2 1 (1.35%) Microsoft Project
2 1 (1.35%) Spreadsheet
Cloud Services
1 32 (43.24%) AWS
2 10 (13.51%) Amazon S3
3 9 (12.16%) Amazon EMR
4 7 (9.46%) Amazon EC2
5 5 (6.76%) Amazon CloudWatch
5 5 (6.76%) Amazon ECR
6 4 (5.41%) Azure
6 4 (5.41%) GCP
6 4 (5.41%) Textract
7 3 (4.05%) Amazon Bedrock
7 3 (4.05%) Amazon SageMaker
7 3 (4.05%) AWS Lambda
7 3 (4.05%) dbt
7 3 (4.05%) GitHub
7 3 (4.05%) Serverless
7 3 (4.05%) Vertex AI
8 2 (2.70%) Amazon OpenSearch
8 2 (2.70%) Anthropic Claude
9 1 (1.35%) Azure AI
9 1 (1.35%) Google Gemini
Communications & Networking
1 1 (1.35%) SMS
Database & Business Intelligence
1 8 (10.81%) Amazon Athena
2 6 (8.11%) BigQuery
3 3 (4.05%) Amazon RDS
3 3 (4.05%) Big Data
3 3 (4.05%) DynamoDB
3 3 (4.05%) Tableau
4 2 (2.70%) Data Warehouse
4 2 (2.70%) PostgreSQL
4 2 (2.70%) SQL Server
5 1 (1.35%) Data Lake
5 1 (1.35%) Data Mining
5 1 (1.35%) Delta Lake
5 1 (1.35%) Electronic Patient Records
5 1 (1.35%) Metadata
5 1 (1.35%) Metadata Repository
5 1 (1.35%) NoSQL
Development Applications
1 30 (40.54%) GitLab
2 5 (6.76%) JIRA
3 4 (5.41%) Git
4 2 (2.70%) RStudio
5 1 (1.35%) SonarQube
General
1 20 (27.03%) Public Sector
2 16 (21.62%) Analytical Skills
3 14 (18.92%) Finance
3 14 (18.92%) Social Skills
4 6 (8.11%) Games
5 5 (6.76%) Banking
6 3 (4.05%) Presentation Skills
7 2 (2.70%) Documentation Skills
7 2 (2.70%) Front Office
7 2 (2.70%) Influencing Skills
7 2 (2.70%) Publishing
8 1 (1.35%) Aerospace
8 1 (1.35%) Inclusion and Diversity
8 1 (1.35%) Investment Banking
8 1 (1.35%) Manufacturing
8 1 (1.35%) Marketing
Job Titles
1 17 (22.97%) DevOps Engineer
2 15 (20.27%) Platform Engineer
3 13 (17.57%) Developer
4 12 (16.22%) Senior
5 11 (14.86%) Python Developer
6 10 (13.51%) Data Engineer
6 10 (13.51%) Lead
7 8 (10.81%) Analyst
8 6 (8.11%) Python Engineer
8 6 (8.11%) Senior Platform Engineer
9 5 (6.76%) Business Analyst
9 5 (6.76%) Software Developer
10 4 (5.41%) Architect
10 4 (5.41%) Automation Engineer
10 4 (5.41%) Technical Analyst
10 4 (5.41%) Technical Business Analyst
10 4 (5.41%) Test Engineer
11 3 (4.05%) Automation Developer
11 3 (4.05%) Senior Data Engineer
11 3 (4.05%) Senior Technical Business Analyst
Libraries, Frameworks & Software Standards
1 44 (59.46%) Terraform
2 15 (20.27%) vLLM
3 8 (10.81%) Pandas
4 6 (8.11%) PySpark
5 5 (6.76%) NumPy
5 5 (6.76%) XGBoost
6 4 (5.41%) JSON
7 3 (4.05%) Matplotlib
7 3 (4.05%) scikit-learn
8 2 (2.70%) PyTorch
9 1 (1.35%) .NET
9 1 (1.35%) LangChain
9 1 (1.35%) LlamaIndex
9 1 (1.35%) OLE
9 1 (1.35%) pytest
9 1 (1.35%) REST
9 1 (1.35%) Semantic Kernel
9 1 (1.35%) Spring
9 1 (1.35%) Spring Boot
9 1 (1.35%) XML
Miscellaneous
1 9 (12.16%) Cloud Native
2 6 (8.11%) Data Structures
2 6 (8.11%) Product Ownership
3 4 (5.41%) Algorithms
4 3 (4.05%) AI Agents
4 3 (4.05%) Distributed Systems
5 2 (2.70%) Data Protection Act
5 2 (2.70%) Foreign Exchange (FX)
6 1 (1.35%) Beowulf
6 1 (1.35%) Enterprise Software
6 1 (1.35%) Equities
6 1 (1.35%) Market Risk
6 1 (1.35%) Reference Data
6 1 (1.35%) Spread Betting
Processes & Methodologies
1 43 (58.11%) Infrastructure as Code
2 35 (47.30%) DevOps
3 32 (43.24%) Machine Learning
4 29 (39.19%) AI
4 29 (39.19%) Analytics
5 28 (37.84%) CI/CD
5 28 (37.84%) Data Science
6 26 (35.14%) Containerisation
7 21 (28.38%) Data Engineering
8 19 (25.68%) Agile
8 19 (25.68%) LLM
9 17 (22.97%) MLOps
10 15 (20.27%) Platform Engineering
11 12 (16.22%) Data Analysis
11 12 (16.22%) Data Modelling
11 12 (16.22%) Vulnerability Management
12 11 (14.86%) Data Pipeline
12 11 (14.86%) Workflow
13 10 (13.51%) Validation
14 9 (12.16%) Use Case
Programming Languages
1 51 (68.92%) Python
2 25 (33.78%) SQL
3 5 (6.76%) Java
4 4 (5.41%) Bash
5 3 (4.05%) R
6 1 (1.35%) C#
6 1 (1.35%) JavaScript
Qualifications
1 31 (41.89%) Security Cleared
2 30 (40.54%) SC Cleared
3 1 (1.35%) Degree
3 1 (1.35%) Master's Degree
Quality Assurance & Compliance
1 3 (4.05%) Data Quality
2 1 (1.35%) QA
System Software
1 28 (37.84%) Docker
2 1 (1.35%) Slurm Workload Manager
Systems Management
1 18 (24.32%) Kubeflow
2 17 (22.97%) Kubernetes
3 1 (1.35%) Podman
Vendors
1 15 (20.27%) Trend Micro
2 3 (4.05%) Foundry
2 3 (4.05%) Palantir
3 2 (2.70%) Databricks
3 2 (2.70%) Google
3 2 (2.70%) OpenAI
4 1 (1.35%) Microsoft
4 1 (1.35%) ServiceNow
4 1 (1.35%) UiPath