Jupyter Job Trends

Jupyter (JupyterHub, JupyterLab)
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Jupyter skills. It covers permanent job vacancies from the 6 months leading up to 8 November 2025, with comparisons to the same periods in the previous two years.

6 months to
8 Nov 2025
Same period 2024 Same period 2023
Rank 650 730 687
Rank change year-on-year +80 -43 +264
Permanent jobs citing Jupyter 15 16 47
As % of all permanent jobs in the UK 0.029% 0.024% 0.088%
As % of the Application Platforms category 0.38% 0.29% 0.77%
Number of salaries quoted 5 13 29
10th Percentile - £71,250 £66,500
25th Percentile £80,000 £72,500 £70,000
Median annual salary (50th Percentile) £100,000 £80,000 £76,383
Median % change year-on-year +25.00% +4.74% +17.51%
75th Percentile - £87,500 £100,000
90th Percentile £157,000 £93,500 £109,000
UK excluding London median annual salary £100,000 £80,000 £76,383
% change year-on-year +25.00% +4.74% +33.86%

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 permanent job vacancies requiring application platform skills.

Permanent vacancies with a requirement for application platform skills 3,922 5,536 6,083
As % of all permanent jobs advertised in the UK 7.67% 8.18% 11.37%
Number of salaries quoted 2,663 3,375 4,860
10th Percentile £28,500 £31,250 £31,250
25th Percentile £34,500 £40,000 £38,750
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% -
75th Percentile £73,750 £85,000 £75,000
90th Percentile £96,250 £122,500 £92,500
UK excluding London median annual salary £42,500 £47,500 £47,500
% change year-on-year -10.53% - -

Jupyter
Job Vacancy Trend

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

Jupyter job vacancy trend in the UK

Jupyter
Salary Trend

Salary distribution trend for jobs in the UK citing Jupyter.

Salary distribution trend for jobs in the UK citing Jupyter

Jupyter
Salary Histogram

Salary distribution for jobs citing Jupyter over the 6 months to 8 November 2025.

Salary histogram for Jupyter in the UK

Jupyter
Top 7 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Jupyter within the UK over the 6 months to 8 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
England +87 15 £100,000 +25.00% 43
London +77 10 £140,000 +47.37% 20
Work from Home +65 4 £80,000 - 16
UK excluding London +75 3 £100,000 +25.00% 39
South East - 2 - - 22
Yorkshire - 1 £100,000 - 1
North of England - 1 £100,000 - 5

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 2 (13.33%) Apache Airflow
1 2 (13.33%) R Markdown
2 1 (6.67%) HCL Notes
Business Applications
1 2 (13.33%) Dynamics CRM
1 2 (13.33%) Raiser’s Edge
2 1 (6.67%) FastStats
Cloud Services
1 7 (46.67%) Azure
2 3 (20.00%) Power Platform
3 2 (13.33%) AWS
3 2 (13.33%) Azure Synapse Analytics
3 2 (13.33%) Dynamics 365
3 2 (13.33%) Microsoft Purview
3 2 (13.33%) SaaS
4 1 (6.67%) Azure Data Factory
4 1 (6.67%) Azure Storage
4 1 (6.67%) Collibra
4 1 (6.67%) GCP
4 1 (6.67%) Snowflake
4 1 (6.67%) Vertex AI
Communications & Networking
1 1 (6.67%) MQTT
Database & Business Intelligence
1 4 (26.67%) KDB
1 4 (26.67%) Kdb+
2 3 (20.00%) NoSQL
2 3 (20.00%) Power BI
3 2 (13.33%) Data Mining
3 2 (13.33%) SQL Server Integration Services
4 1 (6.67%) Apache Cassandra
4 1 (6.67%) MongoDB
4 1 (6.67%) Parquet
4 1 (6.67%) PostgreSQL
4 1 (6.67%) Redis
4 1 (6.67%) Tableau
Development Applications
1 3 (20.00%) Git
General
1 10 (66.67%) Finance
2 4 (26.67%) Banking
2 4 (26.67%) Inclusion and Diversity
2 4 (26.67%) Law
3 3 (20.00%) Pharmaceutical
4 2 (13.33%) Social Skills
Job Titles
1 8 (53.33%) Senior
2 6 (40.00%) Lead
3 4 (26.67%) Developer
3 4 (26.67%) Java Engineer
3 4 (26.67%) Lead Java Engineer
3 4 (26.67%) Senior Java Engineer
4 3 (20.00%) Python Developer
4 3 (20.00%) Senior Developer
4 3 (20.00%) Senior Python Developer
5 2 (13.33%) Analyst
5 2 (13.33%) Data Analyst
5 2 (13.33%) Data Migration Lead
6 1 (6.67%) Business Analyst
6 1 (6.67%) Data Business Analyst
6 1 (6.67%) Quantitative Developer
6 1 (6.67%) Quantitative Researcher
Libraries, Frameworks & Software Standards
1 8 (53.33%) Pandas
2 4 (26.67%) FIX Protocol
2 4 (26.67%) Middleware
3 3 (20.00%) CrewAI
3 3 (20.00%) FastAPI
3 3 (20.00%) Flask
3 3 (20.00%) JSON
3 3 (20.00%) LangChain
3 3 (20.00%) Matplotlib
3 3 (20.00%) NumPy
3 3 (20.00%) pydantic
3 3 (20.00%) pytest
3 3 (20.00%) REST
3 3 (20.00%) scikit-learn
3 3 (20.00%) Seaborn
3 3 (20.00%) Semantic Kernel
3 3 (20.00%) XML
4 1 (6.67%) GraphQL
4 1 (6.67%) MERN Stack
4 1 (6.67%) Redux
Miscellaneous
1 5 (33.33%) Derivative
1 5 (33.33%) Foreign Exchange (FX)
2 4 (26.67%) Equities
3 3 (20.00%) Cloud Native
4 2 (13.33%) Genomics
4 2 (13.33%) Molecular Biology
5 1 (6.67%) Algorithms
5 1 (6.67%) Hedge funds
5 1 (6.67%) Legacy Systems
Operating Systems
1 3 (20.00%) Linux
Processes & Methodologies
1 9 (60.00%) Agile
2 7 (46.67%) Test Automation
3 6 (40.00%) Analytics
3 6 (40.00%) Mathematics
4 5 (33.33%) ETL
4 5 (33.33%) Software Engineering
4 5 (33.33%) Visualisation
5 4 (26.67%) Algorithmic Trading
5 4 (26.67%) Computer Science
5 4 (26.67%) Data Engineering
5 4 (26.67%) Low Latency
5 4 (26.67%) Operational Stability
5 4 (26.67%) Systematic Trading
6 3 (20.00%) API Development
6 3 (20.00%) CI/CD
6 3 (20.00%) LLM
6 3 (20.00%) MLOps
6 3 (20.00%) Prototyping
6 3 (20.00%) Roadmaps
6 3 (20.00%) Secure Coding
Programming Languages
1 14 (93.33%) Python
2 5 (33.33%) SQL
3 4 (26.67%) Java
3 4 (26.67%) Shell Script
4 3 (20.00%) Bicep
4 3 (20.00%) R
5 1 (6.67%) Bash
5 1 (6.67%) C#
5 1 (6.67%) C++
5 1 (6.67%) Data Analysis Expressions
5 1 (6.67%) Go
5 1 (6.67%) TypeScript
Qualifications
1 2 (13.33%) Azure Certification
1 2 (13.33%) DBS Check
1 2 (13.33%) Degree
1 2 (13.33%) Master's Degree
Quality Assurance & Compliance
1 1 (6.67%) Data Quality
System Software
1 1 (6.67%) Docker
Systems Management
1 1 (6.67%) Kubernetes
1 1 (6.67%) Terraform
Vendors
1 4 (26.67%) Microsoft
2 2 (13.33%) HubSpot
2 2 (13.33%) Salesforce
3 1 (6.67%) Databricks
3 1 (6.67%) DataRobot
3 1 (6.67%) dotdigital
3 1 (6.67%) Google
3 1 (6.67%) Informatica
3 1 (6.67%) Lotus
3 1 (6.67%) Oracle
3 1 (6.67%) PayPal
3 1 (6.67%) SAP
3 1 (6.67%) Talend