Jupyter Job Trends in England

Jupyter (JupyterHub, JupyterLab)
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Jupyter skills. It covers vacancies from the 6 months leading up to 19 September 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Sep 2025
Same period 2024 Same period 2023
Rank 630 720 688
Rank change year-on-year +90 -32 +232
Permanent jobs citing Jupyter 14 31 35
As % of all permanent jobs advertised in England 0.032% 0.045% 0.065%
As % of the Application Platforms category 0.39% 0.51% 0.57%
Number of salaries quoted 5 26 31
10th Percentile - £33,750 £57,500
25th Percentile £80,000 £62,813 £67,500
Median annual salary (50th Percentile) £100,000 £80,000 £80,000
Median % change year-on-year +25.00% - +23.08%
75th Percentile - £87,500 £100,000
90th Percentile £157,000 - £101,185
UK median annual salary £100,000 £80,000 £78,192
% change year-on-year +25.00% +2.31% +37.03%

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 permanent job vacancies requiring application platform skills in England.

Permanent vacancies with a requirement for application platform skills 3,565 6,128 6,103
As % of all permanent jobs advertised in England 8.25% 8.87% 11.28%
Number of salaries quoted 2,565 3,783 5,033
10th Percentile £29,750 £31,250 £31,250
25th Percentile £36,250 £40,000 £40,000
Median annual salary (50th Percentile) £54,285 £57,500 £57,500
Median % change year-on-year -5.59% - +4.55%
75th Percentile £75,000 £92,500 £77,500
90th Percentile £110,000 £130,446 £95,000
UK median annual salary £53,688 £55,000 £56,525
% change year-on-year -2.39% -2.70% +2.77%

Jupyter
Job Vacancy Trend in England

Job postings citing Jupyter as a proportion of all IT jobs advertised in England.

Job vacancy trend for Jupyter in England

Jupyter
Salary Trend in England

Salary distribution trend for jobs in England citing Jupyter.

Salary distribution trend for jobs in England citing Jupyter

Jupyter
Salary Histogram in England

Salary distribution for jobs citing Jupyter in England over the 6 months to 19 September 2025.

Salary histogram for Jupyter in England

Jupyter
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Jupyter within the England region over the 6 months to 19 September 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +74 9 £140,000 +133.33% 16
South East - 2 - - 7
North of England - 1 £100,000 -
Yorkshire - 1 £100,000 -
Jupyter
UK

Jupyter
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (14.29%) R Markdown
2 1 (7.14%) Apache Airflow
2 1 (7.14%) HCL Notes
Business Applications
1 2 (14.29%) Dynamics CRM
1 2 (14.29%) Raiser’s Edge
2 1 (7.14%) FastStats
Cloud Services
1 6 (42.86%) Azure
2 2 (14.29%) Azure Synapse Analytics
2 2 (14.29%) Dynamics 365
2 2 (14.29%) Microsoft Purview
2 2 (14.29%) Power Platform
2 2 (14.29%) SaaS
3 1 (7.14%) AWS
3 1 (7.14%) Azure Data Factory
3 1 (7.14%) Azure Storage
Communications & Networking
1 1 (7.14%) MQTT
Database & Business Intelligence
1 4 (28.57%) KDB
1 4 (28.57%) Kdb+
2 3 (21.43%) NoSQL
3 2 (14.29%) Data Mining
3 2 (14.29%) Power BI
3 2 (14.29%) SQL Server Integration Services
4 1 (7.14%) Apache Cassandra
4 1 (7.14%) MongoDB
4 1 (7.14%) Parquet
4 1 (7.14%) PostgreSQL
4 1 (7.14%) Redis
Development Applications
1 3 (21.43%) Git
General
1 10 (71.43%) Finance
2 4 (28.57%) Banking
2 4 (28.57%) Inclusion and Diversity
2 4 (28.57%) Law
3 2 (14.29%) Pharmaceutical
4 1 (7.14%) Social Skills
Job Titles
1 8 (57.14%) Senior
2 6 (42.86%) Lead
3 4 (28.57%) Developer
3 4 (28.57%) Java Engineer
3 4 (28.57%) Lead Java Engineer
3 4 (28.57%) Senior Java Engineer
4 3 (21.43%) Python Developer
4 3 (21.43%) Senior Developer
4 3 (21.43%) Senior Python Developer
5 2 (14.29%) Data Migration Lead
6 1 (7.14%) Analyst
6 1 (7.14%) Data Analyst
6 1 (7.14%) Quantitative Developer
6 1 (7.14%) Quantitative Researcher
Libraries, Frameworks & Software Standards
1 8 (57.14%) Pandas
2 4 (28.57%) FIX Protocol
2 4 (28.57%) Middleware
3 3 (21.43%) CrewAI
3 3 (21.43%) FastAPI
3 3 (21.43%) Flask
3 3 (21.43%) JSON
3 3 (21.43%) LangChain
3 3 (21.43%) Matplotlib
3 3 (21.43%) NumPy
3 3 (21.43%) pydantic
3 3 (21.43%) pytest
3 3 (21.43%) REST
3 3 (21.43%) scikit-learn
3 3 (21.43%) Seaborn
3 3 (21.43%) Semantic Kernel
3 3 (21.43%) XML
4 1 (7.14%) GraphQL
4 1 (7.14%) MERN Stack
4 1 (7.14%) PySpark
Miscellaneous
1 5 (35.71%) Derivative
1 5 (35.71%) Foreign Exchange (FX)
2 4 (28.57%) Equities
3 3 (21.43%) Cloud Native
4 2 (14.29%) Genomics
4 2 (14.29%) Molecular Biology
5 1 (7.14%) Algorithms
5 1 (7.14%) Hedge funds
5 1 (7.14%) Legacy Systems
Operating Systems
1 3 (21.43%) Linux
Processes & Methodologies
1 9 (64.29%) Agile
2 7 (50.00%) Test Automation
3 6 (42.86%) Mathematics
4 5 (35.71%) Analytics
4 5 (35.71%) ETL
4 5 (35.71%) Software Engineering
4 5 (35.71%) Visualisation
5 4 (28.57%) Algorithmic Trading
5 4 (28.57%) Computer Science
5 4 (28.57%) Data Engineering
5 4 (28.57%) Low Latency
5 4 (28.57%) Operational Stability
5 4 (28.57%) Systematic Trading
6 3 (21.43%) Artificial Intelligence
6 3 (21.43%) CI/CD
6 3 (21.43%) Data Validation
6 3 (21.43%) LLM
6 3 (21.43%) MLOps
6 3 (21.43%) Roadmaps
6 3 (21.43%) Validation
Programming Languages
1 14 (100.00%) Python
2 5 (35.71%) SQL
3 4 (28.57%) Java
3 4 (28.57%) Shell Script
4 3 (21.43%) Bicep
4 3 (21.43%) R
5 1 (7.14%) Bash
5 1 (7.14%) C#
5 1 (7.14%) C++
5 1 (7.14%) Data Analysis Expressions
5 1 (7.14%) Go
5 1 (7.14%) TypeScript
Qualifications
1 2 (14.29%) Azure Certification
1 2 (14.29%) DBS Check
1 2 (14.29%) Degree
1 2 (14.29%) Master's Degree
Quality Assurance & Compliance
1 1 (7.14%) Data Quality
System Software
1 1 (7.14%) Docker
Systems Management
1 1 (7.14%) Kubernetes
1 1 (7.14%) Terraform
Vendors
1 3 (21.43%) Microsoft
2 2 (14.29%) HubSpot
2 2 (14.29%) Salesforce
3 1 (7.14%) Databricks
3 1 (7.14%) dotdigital
3 1 (7.14%) Lotus
3 1 (7.14%) PayPal