Jupyter Job Trends

Jupyter (JupyterHub, JupyterLab)
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Jupyter skills. It covers vacancies from the 6 months leading up to 18 September 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Sep 2025
Same period 2024 Same period 2023
Rank 662 764 741
Rank change year-on-year +102 -23 +208
Permanent jobs citing Jupyter 14 32 36
As % of all permanent jobs advertised in the UK 0.028% 0.041% 0.060%
As % of the Application Platforms category 0.35% 0.47% 0.53%
Number of salaries quoted 5 27 32
10th Percentile - £33,750 £58,000
25th Percentile £80,000 £60,000 £67,500
Median annual salary (50th Percentile) £100,000 £80,000 £78,192
Median % change year-on-year +25.00% +2.31% +37.03%
75th Percentile - £87,500 £100,000
90th Percentile £157,000 - £101,185
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 4,053 6,859 6,748
As % of all permanent jobs advertised in the UK 8.19% 8.78% 11.20%
Number of salaries quoted 2,692 4,124 5,502
10th Percentile £29,513 £31,000 £31,250
25th Percentile £36,250 £39,500 £39,000
Median annual salary (50th Percentile) £53,844 £55,000 £55,325
Median % change year-on-year -2.10% -0.59% +0.59%
75th Percentile £75,000 £90,000 £77,000
90th Percentile £107,500 £122,500 £93,750
UK excluding London median annual salary £45,000 £47,500 £47,500
% change year-on-year -5.26% - -

Jupyter
Job Vacancy Trend

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

Job vacancy trend for Jupyter 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 18 September 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 18 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
England +92 14 £100,000 +25.00% 18
London +67 9 £140,000 +133.33% 16
UK excluding London +93 3 £100,000 +25.00% 8
Work from Home +73 3 £80,000 - 13
South East - 2 - - 7
North of England - 1 £100,000 -
Yorkshire - 1 £100,000 -

Jupyter
Co-occurring Skills and Capabilities 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