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

6 months to
21 Mar 2026
Same period 2025 Same period 2024
Rank 532 449 525
Rank change year-on-year -83 +76 +141
Contract jobs citing Jupyter 45 22 23
As % of all contract jobs in England 0.12% 0.090% 0.061%
As % of the Application Platforms category 1.23% 0.77% 0.66%
Number of daily rates quoted 34 13 18
10th Percentile £410 £410 £471
25th Percentile £422 £511 £585
Median daily rate (50th Percentile) £500 £640 £650
Median % change year-on-year -21.88% -1.54% +21.78%
75th Percentile £694 £775 £688
90th Percentile £738 - £723
UK median daily rate £518 £550 £650
% change year-on-year -5.82% -15.38% +23.81%

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 3,647 2,854 3,474
As % of all contract IT jobs advertised in England 9.74% 11.65% 9.22%
Number of daily rates quoted 2,557 1,864 2,440
10th Percentile £310 £275 £225
25th Percentile £410 £400 £356
Median daily rate (50th Percentile) £500 £500 £495
Median % change year-on-year - +1.01% -5.71%
75th Percentile £588 £625 £600
90th Percentile £695 £738 £738
UK median daily rate £500 £500 £498
% change year-on-year - +0.50% -3.30%
Number of hourly rates quoted 125 60 149
10th Percentile £15.20 £16.98 £13.45
25th Percentile £18.27 £23.80 £15.46
Median hourly rate £27.21 £52.50 £25.50
Median % change year-on-year -48.17% +105.88% +15.07%
75th Percentile £72.50 £64.50 £45.00
90th Percentile £81.60 £75.25 £67.65
UK median hourly rate £27.71 £41.91 £26.50
% change year-on-year -33.88% +58.15% +17.78%

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 21 March 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 21 March 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 -55 19 £555 -13.28% 20
Midlands - 16 £459 - 18
East Midlands - 13 £650 - 14
South West - 4 £500 - 10
North of England -67 3 £575 - 21
West Midlands - 3 £420 - 4
North West - 3 £575 - 8
South East - 1 £500 - 25
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 8 (17.78%) Apache Airflow
2 3 (6.67%) Apache
2 3 (6.67%) Apache Spark
3 1 (2.22%) Luigi
Applications
1 3 (6.67%) LaTeX
2 2 (4.44%) Chatbot
Cloud Services
1 16 (35.56%) AWS
2 7 (15.56%) Azure
3 6 (13.33%) Power Platform
4 5 (11.11%) Vertex AI
5 4 (8.89%) Amazon SageMaker
5 4 (8.89%) Cloud Computing
5 4 (8.89%) GCP
6 3 (6.67%) Amazon Bedrock
6 3 (6.67%) Amazon ECS
6 3 (6.67%) AWS Fargate
6 3 (6.67%) Azure Pipelines
6 3 (6.67%) Azure Synapse Analytics
7 2 (4.44%) Amazon EKS
7 2 (4.44%) Amazon OpenSearch
7 2 (4.44%) dbt
8 1 (2.22%) Amazon CloudWatch
8 1 (2.22%) Apigee
8 1 (2.22%) AWS Lambda
8 1 (2.22%) Prefect
8 1 (2.22%) Serverless
Communications & Networking
1 1 (2.22%) TCP/IP
Database & Business Intelligence
1 6 (13.33%) Power BI
2 5 (11.11%) Relational Database
3 3 (6.67%) Delta Lake
4 2 (4.44%) Big Data
4 2 (4.44%) PostgreSQL
5 1 (2.22%) Amazon Athena
5 1 (2.22%) Amazon RDS
5 1 (2.22%) Amazon Redshift
5 1 (2.22%) Apache Hive
5 1 (2.22%) Data Warehouse
5 1 (2.22%) Elasticsearch
5 1 (2.22%) Impala
5 1 (2.22%) NoSQL
5 1 (2.22%) Tableau
Development Applications
1 10 (22.22%) Git
2 4 (8.89%) RStudio
3 1 (2.22%) GitLab
3 1 (2.22%) Jenkins
3 1 (2.22%) Maven
3 1 (2.22%) MLflow
General
1 7 (15.56%) Analytical Skills
2 4 (8.89%) Public Sector
3 3 (6.67%) Manufacturing
3 3 (6.67%) Retail
3 3 (6.67%) Social Skills
4 2 (4.44%) Banking
4 2 (4.44%) Inclusion and Diversity
5 1 (2.22%) Aerospace
5 1 (2.22%) Finance
5 1 (2.22%) Investment Banking
Job Titles
1 6 (13.33%) Consultant
1 6 (13.33%) Data Engineer
1 6 (13.33%) Developer
1 6 (13.33%) Python Developer
2 5 (11.11%) Senior
3 4 (8.89%) Kubernetes Consultant
3 4 (8.89%) Machine Learning Engineer
3 4 (8.89%) Performance Consultant
3 4 (8.89%) Senior Developer
3 4 (8.89%) Senior Python Developer
4 3 (6.67%) Data Scientist
4 3 (6.67%) Mathematician
5 2 (4.44%) AWS Engineer
5 2 (4.44%) Operations Engineer
5 2 (4.44%) Principal Consultant
5 2 (4.44%) Support Engineer
6 1 (2.22%) Analytics Developer
6 1 (2.22%) Big Data Engineer
6 1 (2.22%) Data Science Engineer
6 1 (2.22%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 12 (26.67%) Pandas
2 9 (20.00%) REST
2 9 (20.00%) scikit-learn
3 8 (17.78%) NumPy
4 6 (13.33%) FastAPI
4 6 (13.33%) Matplotlib
4 6 (13.33%) Plotly
4 6 (13.33%) PySpark
5 5 (11.11%) Web Services
5 5 (11.11%) XGBoost
6 3 (6.67%) PyTorch
6 3 (6.67%) SciPy
6 3 (6.67%) Statsmodels
7 2 (4.44%) Middleware
7 2 (4.44%) SQLAlchemy
8 1 (2.22%) Apache NiFi
8 1 (2.22%) Flask
8 1 (2.22%) NLTK
8 1 (2.22%) SpaCy
8 1 (2.22%) TensorFlow
Miscellaneous
1 14 (31.11%) Beowulf
2 12 (26.67%) Algorithms
3 5 (11.11%) Contract for Difference
4 4 (8.89%) Cloud Native
5 3 (6.67%) Data Structures
6 2 (4.44%) Hedge funds
7 1 (2.22%) Acoustics
7 1 (2.22%) Distributed Computing
7 1 (2.22%) Educational Technology
7 1 (2.22%) Greenfield Project
7 1 (2.22%) Hybrid Cloud
7 1 (2.22%) Industry 4.0
7 1 (2.22%) Product Ownership
Operating Systems
1 2 (4.44%) Linux
Processes & Methodologies
1 35 (77.78%) Data Science
2 30 (66.67%) AI
3 28 (62.22%) Machine Learning
4 14 (31.11%) Use Case
5 13 (28.89%) SDLC
6 11 (24.44%) Containerisation
7 9 (20.00%) Analytics
7 9 (20.00%) Natural Language Processing
8 8 (17.78%) Data Analysis
8 8 (17.78%) Mathematics
8 8 (17.78%) Problem-Solving
8 8 (17.78%) Time Series Forecasting
8 8 (17.78%) Validation
9 7 (15.56%) Architectural Patterns
9 7 (15.56%) Decision-Making
9 7 (15.56%) Visualisation
10 6 (13.33%) Business Intelligence
10 6 (13.33%) Computer Science
10 6 (13.33%) GAP Analysis
10 6 (13.33%) Microservices
Programming Languages
1 23 (51.11%) Python
2 19 (42.22%) SQL
3 3 (6.67%) MATLAB
4 2 (4.44%) AWK
5 1 (2.22%) R
Qualifications
1 21 (46.67%) Security Cleared
2 19 (42.22%) SC Cleared
3 1 (2.22%) AWS Certification
3 1 (2.22%) Computer Science Degree
3 1 (2.22%) Degree
Quality Assurance & Compliance
1 1 (2.22%) Data Quality
1 1 (2.22%) GDPR
1 1 (2.22%) QA
System Software
1 14 (31.11%) Slurm Workload Manager
2 10 (22.22%) Docker
Systems Management
1 17 (37.78%) Kubernetes
2 14 (31.11%) Podman
3 3 (6.67%) Terraform
4 2 (4.44%) Kubeflow
5 1 (2.22%) Kibana
5 1 (2.22%) Progress Chef
Vendors
1 4 (8.89%) Dataiku
1 4 (8.89%) NVIDIA
2 3 (6.67%) Databricks
2 3 (6.67%) Microsoft
3 2 (4.44%) ServiceNow
4 1 (2.22%) Google
4 1 (2.22%) Trend Micro