Jupyter Contract Job Trends

Jupyter (JupyterHub, JupyterLab)
UK

The table below provides summary statistics and contractor rates for jobs requiring Jupyter skills. It covers contract job vacancies from the 6 months leading up to 17 March 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Mar 2026
Same period 2025 Same period 2024
Rank 581 495 562
Rank change year-on-year -86 +67 +142
Contract jobs citing Jupyter 47 32 23
As % of all contract jobs in the UK 0.11% 0.11% 0.052%
As % of the Application Platforms category 1.15% 0.94% 0.54%
Number of daily rates quoted 36 17 18
10th Percentile £405 £415 £471
25th Percentile £413 £459 £585
Median daily rate (50th Percentile) £500 £550 £650
Median % change year-on-year -9.09% -15.38% +24.70%
75th Percentile £681 £750 £688
90th Percentile £738 £775 £723
UK excluding London median daily rate £500 £468 £620
% change year-on-year +6.95% -24.60% +19.81%

All Application Platform Skills
UK

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.

Contract vacancies with a requirement for application platform skills 4,103 3,420 4,230
As % of all contract IT jobs advertised in the UK 9.50% 11.65% 9.51%
Number of daily rates quoted 2,836 2,218 2,855
10th Percentile £305 £263 £250
25th Percentile £404 £385 £363
Median daily rate (50th Percentile) £500 £500 £496
Median % change year-on-year - +0.91% -3.69%
75th Percentile £588 £600 £600
90th Percentile £688 £713 £700
UK excluding London median daily rate £475 £450 £450
% change year-on-year +5.56% - -5.26%
Number of hourly rates quoted 133 70 170
10th Percentile £15.00 £17.00 £13.50
25th Percentile £17.50 £22.83 £15.50
Median hourly rate £27.50 £41.46 £26.50
Median % change year-on-year -33.66% +56.43% +17.78%
75th Percentile £69.45 £64.31 £45.00
90th Percentile £81.00 £66.53 £68.00
UK excluding London median hourly rate £37.12 £48.82 £23.22
% change year-on-year -23.96% +110.27% +5.52%

Jupyter
Job Vacancy Trend

Historical trend showing the proportion of contract IT job postings citing Jupyter relative to all contract IT jobs advertised.

Jupyter job vacancy trend in the UK

Jupyter
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Jupyter.

Contractor daily rate distribution trend for jobs in the UK citing Jupyter

Jupyter
Daily Rate Histogram

Daily rate distribution for jobs citing Jupyter over the 6 months to 17 March 2026.

Daily rate histogram for Jupyter in the UK

Jupyter
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Jupyter.

Contractor hourly rate distribution trend for jobs in the UK citing Jupyter

Jupyter
Top 11 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Jupyter within the UK over the 6 months to 17 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
England -76 46 £500 -21.88% 103
UK excluding London -83 23 £500 +6.95% 117
London -50 20 £549 -14.22% 24
Midlands - 16 £459 - 25
Work from Home -24 15 £625 -13.79% 3
East Midlands - 13 £650 - 20
South West - 4 £500 - 8
North of England -66 3 £575 - 27
West Midlands - 3 £420 - 5
North West - 3 £575 - 11
South East - 1 £500 - 26

Jupyter
Co-Occurring Skills & Capabilities 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 9 (19.15%) Apache Airflow
2 3 (6.38%) Apache
2 3 (6.38%) Apache Spark
3 2 (4.26%) Luigi
Applications
1 3 (6.38%) Chatbot
1 3 (6.38%) LaTeX
Cloud Services
1 17 (36.17%) AWS
2 7 (14.89%) Azure
3 6 (12.77%) Power Platform
4 5 (10.64%) Amazon SageMaker
4 5 (10.64%) Vertex AI
5 4 (8.51%) Cloud Computing
5 4 (8.51%) GCP
6 3 (6.38%) Amazon Bedrock
6 3 (6.38%) Amazon ECS
6 3 (6.38%) AWS Fargate
6 3 (6.38%) Azure Pipelines
6 3 (6.38%) Azure Synapse Analytics
7 2 (4.26%) Amazon EKS
7 2 (4.26%) Amazon OpenSearch
7 2 (4.26%) dbt
7 2 (4.26%) Prefect
7 2 (4.26%) Serverless
8 1 (2.13%) Amazon CloudWatch
8 1 (2.13%) Apigee
8 1 (2.13%) AWS Lambda
Communications & Networking
1 1 (2.13%) TCP/IP
Database & Business Intelligence
1 6 (12.77%) Power BI
2 5 (10.64%) Relational Database
3 3 (6.38%) Delta Lake
3 3 (6.38%) PostgreSQL
4 2 (4.26%) Big Data
5 1 (2.13%) Amazon Athena
5 1 (2.13%) Amazon RDS
5 1 (2.13%) Amazon Redshift
5 1 (2.13%) Apache Hive
5 1 (2.13%) Data Warehouse
5 1 (2.13%) Elasticsearch
5 1 (2.13%) Impala
5 1 (2.13%) NoSQL
5 1 (2.13%) Tableau
Development Applications
1 11 (23.40%) Git
2 4 (8.51%) RStudio
3 3 (6.38%) MLflow
4 1 (2.13%) GitLab
4 1 (2.13%) Jenkins
4 1 (2.13%) Maven
General
1 7 (14.89%) Analytical Skills
2 4 (8.51%) Public Sector
3 3 (6.38%) Manufacturing
3 3 (6.38%) Retail
3 3 (6.38%) Social Skills
4 2 (4.26%) Banking
4 2 (4.26%) Inclusion and Diversity
5 1 (2.13%) Aerospace
5 1 (2.13%) Finance
5 1 (2.13%) Investment Banking
Job Titles
1 7 (14.89%) Data Engineer
2 6 (12.77%) Consultant
2 6 (12.77%) Developer
2 6 (12.77%) Python Developer
2 6 (12.77%) Senior
3 4 (8.51%) Kubernetes Consultant
3 4 (8.51%) Machine Learning Engineer
3 4 (8.51%) Performance Consultant
3 4 (8.51%) Senior Developer
3 4 (8.51%) Senior Python Developer
4 3 (6.38%) Data Scientist
4 3 (6.38%) Mathematician
4 3 (6.38%) Operations Engineer
5 2 (4.26%) AWS Engineer
5 2 (4.26%) Principal Consultant
5 2 (4.26%) Senior Data Engineer
5 2 (4.26%) Support Engineer
6 1 (2.13%) Analytics Developer
6 1 (2.13%) Data Science Engineer
6 1 (2.13%) Python Engineer
Libraries, Frameworks & Software Standards
1 14 (29.79%) Pandas
2 10 (21.28%) NumPy
2 10 (21.28%) scikit-learn
3 9 (19.15%) REST
4 7 (14.89%) FastAPI
4 7 (14.89%) Matplotlib
4 7 (14.89%) Plotly
5 6 (12.77%) PySpark
6 5 (10.64%) PyTorch
6 5 (10.64%) Web Services
6 5 (10.64%) XGBoost
7 3 (6.38%) SciPy
7 3 (6.38%) SQLAlchemy
7 3 (6.38%) Statsmodels
7 3 (6.38%) TensorFlow
8 2 (4.26%) Hugging Face
8 2 (4.26%) Middleware
9 1 (2.13%) Flask
9 1 (2.13%) LangChain
9 1 (2.13%) NLTK
Miscellaneous
1 14 (29.79%) Beowulf
2 12 (25.53%) Algorithms
3 5 (10.64%) Contract for Difference
4 4 (8.51%) Cloud Native
5 3 (6.38%) Data Structures
6 2 (4.26%) Acoustics
6 2 (4.26%) Hedge funds
6 2 (4.26%) Product Ownership
7 1 (2.13%) Distributed Computing
7 1 (2.13%) Educational Technology
7 1 (2.13%) Greenfield Project
7 1 (2.13%) Hybrid Cloud
7 1 (2.13%) Industry 4.0
Operating Systems
1 2 (4.26%) Linux
Processes & Methodologies
1 36 (76.60%) Data Science
2 31 (65.96%) AI
3 30 (63.83%) Machine Learning
4 14 (29.79%) Use Case
5 13 (27.66%) SDLC
6 11 (23.40%) Containerisation
7 10 (21.28%) Natural Language Processing
8 9 (19.15%) Analytics
8 9 (19.15%) Problem-Solving
9 8 (17.02%) Data Analysis
9 8 (17.02%) Mathematics
9 8 (17.02%) Time Series Forecasting
9 8 (17.02%) Validation
9 8 (17.02%) Visualisation
10 7 (14.89%) Architectural Patterns
10 7 (14.89%) Decision-Making
10 7 (14.89%) Microservices
10 7 (14.89%) MLOps
11 6 (12.77%) Data Pipeline
11 6 (12.77%) LLM
Programming Languages
1 25 (53.19%) Python
2 19 (40.43%) SQL
3 3 (6.38%) MATLAB
4 2 (4.26%) AWK
5 1 (2.13%) R
Qualifications
1 22 (46.81%) Security Cleared
2 20 (42.55%) SC Cleared
3 2 (4.26%) AWS Certification
4 1 (2.13%) Computer Science Degree
4 1 (2.13%) Degree
Quality Assurance & Compliance
1 3 (6.38%) QA
2 1 (2.13%) Data Quality
2 1 (2.13%) GDPR
System Software
1 14 (29.79%) Slurm Workload Manager
2 10 (21.28%) Docker
Systems Management
1 19 (40.43%) Kubernetes
2 14 (29.79%) Podman
3 4 (8.51%) Terraform
4 2 (4.26%) Kubeflow
5 1 (2.13%) Kibana
5 1 (2.13%) Progress Chef
Vendors
1 5 (10.64%) Dataiku
2 4 (8.51%) NVIDIA
3 3 (6.38%) Databricks
3 3 (6.38%) Microsoft
4 2 (4.26%) ServiceNow
5 1 (2.13%) DataRobot
5 1 (2.13%) Google
5 1 (2.13%) Trend Micro