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 13 December 2025, with comparisons to the same periods in the previous two years.

6 months to
13 Dec 2025
Same period 2024 Same period 2023
Rank 513 471 518
Rank change year-on-year -42 +47 +195
Contract jobs citing Jupyter 31 36 53
As % of all contract jobs in England 0.10% 0.12% 0.14%
As % of the Application Platforms category 0.93% 1.07% 1.41%
Number of daily rates quoted 23 23 39
10th Percentile £400 £415 £450
25th Percentile £450 £568 £581
Median daily rate (50th Percentile) £543 £750 £625
Median % change year-on-year -27.60% +20.00% -
75th Percentile £738 £775 £681
90th Percentile - £825 £775
UK median daily rate £547 £630 £625
% change year-on-year -13.25% +0.80% -
Number of hourly rates quoted 0 0 2
Median hourly rate - - £78.00
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 3,345 3,356 3,766
As % of all contract IT jobs advertised in England 10.80% 11.07% 9.78%
Number of daily rates quoted 2,312 2,111 2,573
10th Percentile £288 £263 £246
25th Percentile £400 £400 £380
Median daily rate (50th Percentile) £500 £518 £500
Median % change year-on-year -3.38% +3.50% -4.76%
75th Percentile £600 £638 £630
90th Percentile £725 £800 £713
UK median daily rate £500 £500 £500
% change year-on-year - - -4.76%
Number of hourly rates quoted 94 75 126
10th Percentile £15.80 £17.00 £14.25
25th Percentile £19.75 £21.63 £17.56
Median hourly rate £33.89 £42.50 £26.39
Median % change year-on-year -20.27% +61.05% +35.33%
75th Percentile £68.90 £64.73 £65.00
90th Percentile £81.00 £70.75 £73.13
UK median hourly rate £30.00 £37.25 £27.00
% change year-on-year -19.46% +37.96% +38.46%

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 13 December 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 13 December 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 -12 22 £563 -25.00% 5
South East -13 2 £550 +37.50% 7
North of England -43 2 - - 11
North West - 2 - - 7
South West - 1 - - 2
East of England - 1 £475 - 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 6 (19.35%) Apache Airflow
2 4 (12.90%) Apache
2 4 (12.90%) Apache Spark
3 1 (3.23%) IIS
3 1 (3.23%) nginx
Applications
1 3 (9.68%) Chatbot
Cloud Services
1 21 (67.74%) AWS
2 8 (25.81%) Azure
3 7 (22.58%) Vertex AI
4 6 (19.35%) Amazon SageMaker
4 6 (19.35%) GCP
4 6 (19.35%) Power Platform
5 4 (12.90%) Cloud Computing
6 3 (9.68%) Amazon Bedrock
6 3 (9.68%) Amazon ECS
6 3 (9.68%) AWS Fargate
6 3 (9.68%) Azure Pipelines
6 3 (9.68%) Serverless
7 2 (6.45%) Amazon EKS
7 2 (6.45%) Amazon OpenSearch
8 1 (3.23%) Amazon CloudWatch
8 1 (3.23%) Apigee
8 1 (3.23%) AWS Lambda
8 1 (3.23%) Azure AKS
8 1 (3.23%) dbt
8 1 (3.23%) Entra ID
Communications & Networking
1 1 (3.23%) TCP/IP
Database & Business Intelligence
1 6 (19.35%) Power BI
2 5 (16.13%) Relational Database
3 3 (9.68%) Big Data
3 3 (9.68%) Data Lake
3 3 (9.68%) PostgreSQL
4 1 (3.23%) Amazon Athena
4 1 (3.23%) Amazon RDS
4 1 (3.23%) Amazon Redshift
4 1 (3.23%) Apache Hive
4 1 (3.23%) Elasticsearch
4 1 (3.23%) Impala
4 1 (3.23%) NoSQL
4 1 (3.23%) OLTP
4 1 (3.23%) Tableau
Development Applications
1 10 (32.26%) Git
2 4 (12.90%) MLflow
2 4 (12.90%) RStudio
3 2 (6.45%) GitLab
3 2 (6.45%) Jenkins
4 1 (3.23%) JUnit
4 1 (3.23%) Maven
4 1 (3.23%) Mockito
General
1 5 (16.13%) Analytical Skills
1 5 (16.13%) Retail
1 5 (16.13%) Social Skills
2 3 (9.68%) Public Sector
3 2 (6.45%) Inclusion and Diversity
4 1 (3.23%) Banking
4 1 (3.23%) Finance
4 1 (3.23%) Manufacturing
4 1 (3.23%) Marketing
4 1 (3.23%) Telecoms
Job Titles
1 6 (19.35%) Developer
1 6 (19.35%) Python Developer
2 5 (16.13%) Machine Learning Engineer
2 5 (16.13%) Senior
3 4 (12.90%) Architect
3 4 (12.90%) Artificial Intelligence Architect
3 4 (12.90%) Data Engineer
3 4 (12.90%) Senior Developer
3 4 (12.90%) Senior Python Developer
4 3 (9.68%) Data Scientist
4 3 (9.68%) Operations Engineer
5 2 (6.45%) AWS Engineer
5 2 (6.45%) Support Engineer
5 2 (6.45%) Technical Architect
6 1 (3.23%) Big Data Engineer
6 1 (3.23%) Security Architect
6 1 (3.23%) Senior Architect
6 1 (3.23%) Senior Technical Architect
6 1 (3.23%) Solutions Architect
6 1 (3.23%) Technical Leader
Libraries, Frameworks & Software Standards
1 12 (38.71%) Pandas
2 10 (32.26%) REST
2 10 (32.26%) scikit-learn
3 9 (29.03%) NumPy
4 8 (25.81%) FastAPI
5 7 (22.58%) PyTorch
6 6 (19.35%) Matplotlib
6 6 (19.35%) XGBoost
7 5 (16.13%) Hugging Face
7 5 (16.13%) Plotly
7 5 (16.13%) Web Services
8 3 (9.68%) Middleware
8 3 (9.68%) PySpark
8 3 (9.68%) SciPy
8 3 (9.68%) SQLAlchemy
8 3 (9.68%) Statsmodels
8 3 (9.68%) TensorFlow
9 2 (6.45%) Flask
10 1 (3.23%) OpenTelemetry
10 1 (3.23%) SpaCy
Miscellaneous
1 10 (32.26%) Algorithms
2 5 (16.13%) Data Structures
3 3 (9.68%) Cloud Native
4 2 (6.45%) Hedge funds
4 2 (6.45%) Product Ownership
5 1 (3.23%) Distributed Systems
5 1 (3.23%) Educational Technology
5 1 (3.23%) Genomics
5 1 (3.23%) Greenfield Project
5 1 (3.23%) Hybrid Cloud
5 1 (3.23%) Industry 4.0
Operating Systems
1 2 (6.45%) Linux
Processes & Methodologies
1 23 (74.19%) Machine Learning
2 22 (70.97%) Data Science
3 17 (54.84%) AI
4 14 (45.16%) Natural Language Processing
5 11 (35.48%) Analytics
6 10 (32.26%) Data Analysis
7 9 (29.03%) Deep Learning
7 9 (29.03%) Time Series Forecasting
8 8 (25.81%) Generative AI
8 8 (25.81%) Microservices
8 8 (25.81%) MLOps
9 7 (22.58%) Computer Science
9 7 (22.58%) Problem-Solving
10 6 (19.35%) Agile
10 6 (19.35%) Business Intelligence
10 6 (19.35%) Data Modelling
10 6 (19.35%) Logistic Regression
10 6 (19.35%) Random Forest
10 6 (19.35%) Unit Testing
10 6 (19.35%) Visualisation
Programming Languages
1 20 (64.52%) Python
2 14 (45.16%) SQL
3 2 (6.45%) AWK
3 2 (6.45%) Java
3 2 (6.45%) R
4 1 (3.23%) Bash
4 1 (3.23%) Scala
Qualifications
1 6 (19.35%) Security Cleared
2 4 (12.90%) SC Cleared
3 2 (6.45%) AWS Certification
4 1 (3.23%) Computer Science Degree
4 1 (3.23%) Degree
Quality Assurance & Compliance
1 1 (3.23%) EU AI Act
1 1 (3.23%) GDPR
1 1 (3.23%) NIST
1 1 (3.23%) QA
System Software
1 3 (9.68%) Docker
2 1 (3.23%) Active Directory
2 1 (3.23%) Virtual Machines
Systems Management
1 6 (19.35%) Kubernetes
1 6 (19.35%) Terraform
2 2 (6.45%) Kubeflow
3 1 (3.23%) Kibana
3 1 (3.23%) Progress Chef
Vendors
1 5 (16.13%) Dataiku
2 4 (12.90%) Google
2 4 (12.90%) Microsoft
3 3 (9.68%) Databricks
3 3 (9.68%) OpenAI
4 1 (3.23%) DataRobot
4 1 (3.23%) Trend Micro