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

6 months to
5 Mar 2026
Same period 2025 Same period 2024
Rank 523 453 526
Rank change year-on-year -70 +73 +133
Contract jobs citing Jupyter 44 27 24
As % of all contract jobs in England 0.12% 0.11% 0.064%
As % of the Application Platforms category 1.21% 0.92% 0.69%
Number of daily rates quoted 33 17 18
10th Percentile £402 £420 £471
25th Percentile £413 £513 £585
Median daily rate (50th Percentile) £500 £610 £650
Median % change year-on-year -18.03% -6.15% +30.98%
75th Percentile £675 £775 £688
90th Percentile £738 - £700
UK median daily rate £500 £580 £650
% change year-on-year -13.79% -10.77% +25.60%

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 3,623 2,928 3,460
As % of all contract IT jobs advertised in England 9.98% 11.54% 9.24%
Number of daily rates quoted 2,536 1,857 2,402
10th Percentile £308 £263 £225
25th Percentile £406 £400 £356
Median daily rate (50th Percentile) £500 £500 £490
Median % change year-on-year - +2.04% -6.67%
75th Percentile £588 £625 £600
90th Percentile £700 £738 £713
UK median daily rate £500 £500 £493
% change year-on-year - +1.52% -5.29%
Number of hourly rates quoted 109 56 154
10th Percentile £15.00 £16.88 £13.92
25th Percentile £17.50 £23.80 £15.50
Median hourly rate £27.21 £42.50 £25.50
Median % change year-on-year -35.98% +66.67% +15.07%
75th Percentile £72.50 £64.50 £45.00
90th Percentile £81.20 £66.00 £68.44
UK median hourly rate £27.21 £40.80 £26.50
% change year-on-year -33.30% +53.94% +18.67%

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 5 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 5 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 -54 20 £549 -14.22% 26
Midlands - 14 £459 - 28
East Midlands - 12 £532 - 19
South West - 4 £500 - 10
North of England -60 3 £575 -3.77% 36
North West - 3 £575 - 13
West Midlands - 2 £459 - 9
South East - 1 £500 - 20
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 (18.18%) Apache Airflow
2 3 (6.82%) Apache
2 3 (6.82%) Apache Spark
3 1 (2.27%) Luigi
Applications
1 3 (6.82%) Chatbot
1 3 (6.82%) LaTeX
Cloud Services
1 17 (38.64%) AWS
2 6 (13.64%) Azure
2 6 (13.64%) Power Platform
3 5 (11.36%) Amazon SageMaker
3 5 (11.36%) Vertex AI
4 4 (9.09%) Cloud Computing
4 4 (9.09%) GCP
5 3 (6.82%) Amazon Bedrock
5 3 (6.82%) Amazon ECS
5 3 (6.82%) AWS Fargate
5 3 (6.82%) Azure Pipelines
6 2 (4.55%) Amazon EKS
6 2 (4.55%) Amazon OpenSearch
6 2 (4.55%) Azure Synapse Analytics
6 2 (4.55%) dbt
6 2 (4.55%) Serverless
7 1 (2.27%) Amazon CloudWatch
7 1 (2.27%) Apigee
7 1 (2.27%) AWS Lambda
7 1 (2.27%) Prefect
Communications & Networking
1 1 (2.27%) TCP/IP
Database & Business Intelligence
1 6 (13.64%) Power BI
2 5 (11.36%) Relational Database
3 3 (6.82%) PostgreSQL
4 2 (4.55%) Big Data
4 2 (4.55%) Delta Lake
5 1 (2.27%) Amazon Athena
5 1 (2.27%) Amazon RDS
5 1 (2.27%) Amazon Redshift
5 1 (2.27%) Apache Hive
5 1 (2.27%) Data Warehouse
5 1 (2.27%) Elasticsearch
5 1 (2.27%) Impala
5 1 (2.27%) NoSQL
5 1 (2.27%) Tableau
Development Applications
1 10 (22.73%) Git
2 4 (9.09%) RStudio
3 2 (4.55%) MLflow
4 1 (2.27%) GitLab
4 1 (2.27%) Jenkins
4 1 (2.27%) Maven
General
1 7 (15.91%) Analytical Skills
2 4 (9.09%) Public Sector
3 3 (6.82%) Retail
3 3 (6.82%) Social Skills
4 2 (4.55%) Banking
4 2 (4.55%) Inclusion and Diversity
4 2 (4.55%) Manufacturing
5 1 (2.27%) Aerospace
5 1 (2.27%) Finance
5 1 (2.27%) Investment Banking
Job Titles
1 6 (13.64%) Consultant
1 6 (13.64%) Developer
1 6 (13.64%) Python Developer
2 5 (11.36%) Data Engineer
2 5 (11.36%) Senior
3 4 (9.09%) Kubernetes Consultant
3 4 (9.09%) Machine Learning Engineer
3 4 (9.09%) Performance Consultant
3 4 (9.09%) Senior Developer
3 4 (9.09%) Senior Python Developer
4 3 (6.82%) Data Scientist
4 3 (6.82%) Mathematician
4 3 (6.82%) Operations Engineer
5 2 (4.55%) AWS Engineer
5 2 (4.55%) Principal Consultant
5 2 (4.55%) Support Engineer
6 1 (2.27%) Analytics Developer
6 1 (2.27%) Big Data Engineer
6 1 (2.27%) Data Science Engineer
6 1 (2.27%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 13 (29.55%) Pandas
2 9 (20.45%) NumPy
2 9 (20.45%) REST
2 9 (20.45%) scikit-learn
3 7 (15.91%) FastAPI
4 6 (13.64%) Matplotlib
4 6 (13.64%) Plotly
5 5 (11.36%) PySpark
5 5 (11.36%) Web Services
5 5 (11.36%) XGBoost
6 4 (9.09%) PyTorch
7 3 (6.82%) SciPy
7 3 (6.82%) SQLAlchemy
7 3 (6.82%) Statsmodels
8 2 (4.55%) Hugging Face
8 2 (4.55%) Middleware
8 2 (4.55%) TensorFlow
9 1 (2.27%) Flask
9 1 (2.27%) LangChain
9 1 (2.27%) NLTK
Miscellaneous
1 13 (29.55%) Beowulf
2 12 (27.27%) Algorithms
3 5 (11.36%) Contract for Difference
4 4 (9.09%) Cloud Native
5 3 (6.82%) Data Structures
6 2 (4.55%) Hedge funds
6 2 (4.55%) Product Ownership
7 1 (2.27%) Acoustics
7 1 (2.27%) Distributed Computing
7 1 (2.27%) Educational Technology
7 1 (2.27%) Greenfield Project
7 1 (2.27%) Hybrid Cloud
7 1 (2.27%) Industry 4.0
Operating Systems
1 2 (4.55%) Linux
Processes & Methodologies
1 35 (79.55%) Data Science
2 30 (68.18%) AI
3 28 (63.64%) Machine Learning
4 13 (29.55%) Use Case
5 12 (27.27%) SDLC
6 10 (22.73%) Containerisation
6 10 (22.73%) Natural Language Processing
7 9 (20.45%) Problem-Solving
8 8 (18.18%) Analytics
8 8 (18.18%) Data Analysis
8 8 (18.18%) Mathematics
8 8 (18.18%) Time Series Forecasting
9 7 (15.91%) Microservices
9 7 (15.91%) MLOps
9 7 (15.91%) Validation
9 7 (15.91%) Visualisation
10 6 (13.64%) Business Intelligence
10 6 (13.64%) Computer Science
10 6 (13.64%) Decision-Making
10 6 (13.64%) LLM
Programming Languages
1 23 (52.27%) Python
2 18 (40.91%) SQL
3 3 (6.82%) MATLAB
4 2 (4.55%) AWK
5 1 (2.27%) R
Qualifications
1 20 (45.45%) Security Cleared
2 18 (40.91%) SC Cleared
3 2 (4.55%) AWS Certification
4 1 (2.27%) Computer Science Degree
4 1 (2.27%) Degree
Quality Assurance & Compliance
1 2 (4.55%) QA
2 1 (2.27%) Data Quality
2 1 (2.27%) GDPR
System Software
1 13 (29.55%) Slurm Workload Manager
2 10 (22.73%) Docker
Systems Management
1 17 (38.64%) Kubernetes
2 13 (29.55%) Podman
3 4 (9.09%) Terraform
4 2 (4.55%) Kubeflow
5 1 (2.27%) Kibana
5 1 (2.27%) Progress Chef
Vendors
1 5 (11.36%) Dataiku
2 4 (9.09%) NVIDIA
3 2 (4.55%) Databricks
3 2 (4.55%) Microsoft
4 1 (2.27%) DataRobot
4 1 (2.27%) Google
4 1 (2.27%) ServiceNow
4 1 (2.27%) Trend Micro