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

6 months to
28 Sep 2026
Same period 2025 Same period 2024
Rank 560 494 498
Rank change year-on-year -66 +4 +50
Contract jobs citing Jupyter 77 23 37
As % of all contract jobs in England 0.17% 0.083% 0.11%
As % of the Application Platforms category 1.87% 0.75% 1.04%
Number of daily rates quoted 53 15 25
10th Percentile £361 £415 £445
25th Percentile £363 £513 £550
Median daily rate (50th Percentile) £450 £600 £645
Median % change year-on-year -25.00% -6.98% -0.77%
75th Percentile £600 £689 £775
90th Percentile £750 £738 £825
UK median daily rate £456 £600 £645
% change year-on-year -23.96% -6.98% -0.77%
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 4,108 3,063 3,558
As % of all contract IT jobs advertised in England 8.90% 11.04% 10.91%
Number of daily rates quoted 2,655 2,027 2,341
10th Percentile £284 £275 £278
25th Percentile £405 £385 £400
Median daily rate (50th Percentile) £500 £493 £525
Median % change year-on-year +1.52% -6.19% +0.96%
75th Percentile £600 £600 £650
90th Percentile £688 £715 £838
UK median daily rate £500 £475 £525
% change year-on-year +5.26% -9.52% +5.00%
Number of hourly rates quoted 175 71 70
10th Percentile £14.91 £15.50 £17.08
25th Percentile £16.60 £24.00 £23.80
Median hourly rate £29.00 £35.00 £42.50
Median % change year-on-year -17.14% -17.65% -5.56%
75th Percentile £55.75 £63.75 £70.00
90th Percentile £80.87 £73.75 £74.44
UK median hourly rate £28.70 £34.99 £35.00
% change year-on-year -17.98% -0.03% -27.38%

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 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 28 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 -60 40 £600 - 32
North of England - 29 £385 - 6
North East - 25 £385 - 3
South West -33 5 £555 - 3
North West - 3 £500 - 2
Midlands - 2 £375 - 2
West Midlands - 1 £375 - 1
Yorkshire - 1 £375 - 1
East Midlands - 1 - - 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 34 (44.16%) Apache Airflow
2 32 (41.56%) Apache
3 28 (36.36%) Apache Spark
4 3 (3.90%) Palantir Foundry
5 1 (1.30%) Confluence
Applications
1 7 (9.09%) Microsoft Excel
2 1 (1.30%) Chatbot
2 1 (1.30%) Microsoft PowerPoint
2 1 (1.30%) Microsoft Project
2 1 (1.30%) Spreadsheet
Cloud Services
1 34 (44.16%) AWS
2 10 (12.99%) Amazon EMR
2 10 (12.99%) Amazon S3
3 7 (9.09%) Amazon EC2
4 5 (6.49%) Amazon CloudWatch
4 5 (6.49%) Amazon ECR
5 4 (5.19%) AWS Lambda
5 4 (5.19%) GitHub
5 4 (5.19%) Serverless
5 4 (5.19%) Textract
6 3 (3.90%) GCP
7 2 (2.60%) Amazon Bedrock
7 2 (2.60%) Amazon OpenSearch
7 2 (2.60%) Amazon SageMaker
7 2 (2.60%) Azure
7 2 (2.60%) dbt
7 2 (2.60%) Vertex AI
8 1 (1.30%) Anthropic Claude
8 1 (1.30%) GitHub Actions
8 1 (1.30%) Google Gemini
Communications & Networking
1 1 (1.30%) SMS
Database & Business Intelligence
1 8 (10.39%) Amazon Athena
2 6 (7.79%) BigQuery
3 3 (3.90%) Amazon RDS
3 3 (3.90%) Big Data
3 3 (3.90%) DynamoDB
3 3 (3.90%) PostgreSQL
3 3 (3.90%) Tableau
4 2 (2.60%) Data Warehouse
4 2 (2.60%) SQL Server
5 1 (1.30%) Apache Hudi
5 1 (1.30%) Data Lake
5 1 (1.30%) Data Mining
5 1 (1.30%) Electronic Patient Records
5 1 (1.30%) Metadata
5 1 (1.30%) Metadata Repository
5 1 (1.30%) NoSQL
Development Applications
1 30 (38.96%) GitLab
2 6 (7.79%) Git
3 5 (6.49%) JIRA
4 2 (2.60%) RStudio
5 1 (1.30%) Jenkins
5 1 (1.30%) SonarQube
General
1 20 (25.97%) Public Sector
2 17 (22.08%) Analytical Skills
3 15 (19.48%) Finance
3 15 (19.48%) Social Skills
4 6 (7.79%) Banking
4 6 (7.79%) Games
5 3 (3.90%) Presentation Skills
5 3 (3.90%) Publishing
6 2 (2.60%) Documentation Skills
6 2 (2.60%) Front Office
6 2 (2.60%) Influencing Skills
7 1 (1.30%) Aerospace
7 1 (1.30%) Inclusion and Diversity
7 1 (1.30%) Investment Banking
7 1 (1.30%) Marketing
Job Titles
1 19 (24.68%) Platform Engineer
2 17 (22.08%) DevOps Engineer
3 15 (19.48%) Senior
4 13 (16.88%) Developer
5 12 (15.58%) Data Engineer
5 12 (15.58%) Lead
6 11 (14.29%) Python Developer
7 8 (10.39%) Python Engineer
7 8 (10.39%) Senior Platform Engineer
8 7 (9.09%) Analyst
9 5 (6.49%) Software Developer
10 4 (5.19%) Automation Engineer
10 4 (5.19%) Business Analyst
10 4 (5.19%) Gen AI Engineer
10 4 (5.19%) Senior Data Engineer
10 4 (5.19%) Test Engineer
11 3 (3.90%) Data Analyst
11 3 (3.90%) Data Scientist
11 3 (3.90%) Lead DevOps
11 3 (3.90%) Technical Analyst
Libraries, Frameworks & Software Standards
1 49 (63.64%) Terraform
2 19 (24.68%) vLLM
3 7 (9.09%) Pandas
4 5 (6.49%) NumPy
4 5 (6.49%) PySpark
4 5 (6.49%) XGBoost
5 4 (5.19%) JSON
5 4 (5.19%) PyTorch
6 3 (3.90%) scikit-learn
7 2 (2.60%) Matplotlib
7 2 (2.60%) pytest
8 1 (1.30%) .NET
8 1 (1.30%) FastAPI
8 1 (1.30%) Hugging Face
8 1 (1.30%) LangChain
8 1 (1.30%) OpenTelemetry
8 1 (1.30%) pydantic
8 1 (1.30%) REST
8 1 (1.30%) Semantic Kernel
8 1 (1.30%) SQLAlchemy
Miscellaneous
1 9 (11.69%) Cloud Native
2 6 (7.79%) Data Structures
3 5 (6.49%) Product Ownership
4 4 (5.19%) AI Agents
5 3 (3.90%) Algorithms
5 3 (3.90%) Distributed Systems
6 2 (2.60%) Data Protection Act
6 2 (2.60%) Foreign Exchange (FX)
7 1 (1.30%) Enterprise Software
7 1 (1.30%) Equities
7 1 (1.30%) Market Risk
7 1 (1.30%) Reference Data
7 1 (1.30%) Spread Betting
Processes & Methodologies
1 47 (61.04%) Infrastructure as Code
2 40 (51.95%) DevOps
3 34 (44.16%) Machine Learning
4 33 (42.86%) Data Science
5 32 (41.56%) AI
6 29 (37.66%) CI/CD
7 28 (36.36%) Analytics
8 25 (32.47%) Containerisation
9 24 (31.17%) LLM
10 22 (28.57%) MLOps
11 21 (27.27%) Agile
11 21 (27.27%) Data Engineering
12 19 (24.68%) Platform Engineering
13 13 (16.88%) Data Analysis
13 13 (16.88%) Data Modelling
14 12 (15.58%) Data Pipeline
14 12 (15.58%) Vulnerability Management
15 11 (14.29%) Incident Response
15 11 (14.29%) Technical Leadership
15 11 (14.29%) Validation
Programming Languages
1 52 (67.53%) Python
2 26 (33.77%) SQL
3 5 (6.49%) Java
4 4 (5.19%) Bash
5 3 (3.90%) R
6 1 (1.30%) C#
6 1 (1.30%) JavaScript
Qualifications
1 32 (41.56%) Security Cleared
2 31 (40.26%) SC Cleared
3 1 (1.30%) Degree
3 1 (1.30%) Master's Degree
Quality Assurance & Compliance
1 4 (5.19%) Data Quality
2 2 (2.60%) QA
System Software
1 29 (37.66%) Docker
Systems Management
1 21 (27.27%) Kubeflow
2 20 (25.97%) Kubernetes
3 1 (1.30%) Grafana
3 1 (1.30%) Kibana
Vendors
1 15 (19.48%) Trend Micro
2 3 (3.90%) Foundry
2 3 (3.90%) Palantir
3 2 (2.60%) Google
4 1 (1.30%) Databricks
4 1 (1.30%) OpenAI
4 1 (1.30%) UiPath