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 permanent job vacancies from the 6 months leading up to 16 November 2025, with comparisons to the same periods in the previous two years.

6 months to
16 Nov 2025
Same period 2024 Same period 2023
Rank 602 698 645
Rank change year-on-year +96 -53 +280
Permanent jobs citing Jupyter 14 16 49
As % of all permanent jobs in England 0.031% 0.026% 0.10%
As % of the Application Platforms category 0.41% 0.32% 0.90%
Number of salaries quoted 4 12 33
10th Percentile - £71,250 £67,500
25th Percentile £80,000 £72,188 £70,000
Median annual salary (50th Percentile) £90,000 £80,000 £76,383
Median % change year-on-year +12.50% +4.74% +9.12%
75th Percentile £123,750 £87,500 £100,000
90th Percentile £166,500 £94,250 £113,000
UK median annual salary £90,000 £80,000 £76,383
% change year-on-year +12.50% +4.74% +17.51%

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 3,422 5,064 5,434
As % of all permanent jobs advertised in England 7.48% 8.34% 11.42%
Number of salaries quoted 2,509 3,117 4,360
10th Percentile £28,500 £31,250 £31,250
25th Percentile £35,000 £40,000 £38,000
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% -
75th Percentile £73,750 £86,250 £75,000
90th Percentile £97,500 £122,500 £92,850
UK median annual salary £52,500 £57,500 £55,000
% change year-on-year -8.70% +4.55% -

Jupyter
Job Vacancy Trend in England

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

Jupyter job vacancy trend 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 16 November 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 16 November 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 +62 10 £140,000 +47.37% 10
South East - 2 - - 4
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 2 (14.29%) Apache Airflow
1 2 (14.29%) R Markdown
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 3 (21.43%) Power Platform
3 2 (14.29%) Azure Synapse Analytics
3 2 (14.29%) Dynamics 365
3 2 (14.29%) Microsoft Purview
3 2 (14.29%) SaaS
4 1 (7.14%) AWS
4 1 (7.14%) Azure Data Factory
4 1 (7.14%) Azure Storage
4 1 (7.14%) Collibra
4 1 (7.14%) GCP
4 1 (7.14%) Snowflake
4 1 (7.14%) Vertex AI
Database & Business Intelligence
1 4 (28.57%) KDB
1 4 (28.57%) Kdb+
2 3 (21.43%) NoSQL
2 3 (21.43%) Power BI
3 2 (14.29%) Data Mining
3 2 (14.29%) SQL Server Integration Services
4 1 (7.14%) Parquet
4 1 (7.14%) Tableau
Development Applications
1 2 (14.29%) 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 3 (21.43%) Pharmaceutical
4 2 (14.29%) Social Skills
Job Titles
1 7 (50.00%) 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%) Analyst
5 2 (14.29%) Data Analyst
5 2 (14.29%) Data Migration Lead
6 1 (7.14%) Business Analyst
6 1 (7.14%) Data Business 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%) 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%) Analytics
3 6 (42.86%) Mathematics
4 5 (35.71%) ETL
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%) Software Engineering
5 4 (28.57%) Systematic Trading
6 3 (21.43%) AI
6 3 (21.43%) Business Intelligence
6 3 (21.43%) Creative Thinking
6 3 (21.43%) Data Science
6 3 (21.43%) Prototyping
6 3 (21.43%) Secure Coding
6 3 (21.43%) Validation
Programming Languages
1 13 (92.86%) Python
2 5 (35.71%) SQL
3 4 (28.57%) Java
3 4 (28.57%) Shell Script
4 3 (21.43%) Bicep
5 2 (14.29%) R
6 1 (7.14%) Bash
6 1 (7.14%) C++
6 1 (7.14%) Data Analysis Expressions
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
Vendors
1 3 (21.43%) Microsoft
2 2 (14.29%) HubSpot
2 2 (14.29%) Salesforce
3 1 (7.14%) DataRobot
3 1 (7.14%) dotdigital
3 1 (7.14%) Google
3 1 (7.14%) Informatica
3 1 (7.14%) Lotus
3 1 (7.14%) Oracle
3 1 (7.14%) PayPal
3 1 (7.14%) SAP
3 1 (7.14%) Talend