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 22 November 2025, with comparisons to the same periods in the previous two years.

6 months to
22 Nov 2025
Same period 2024 Same period 2023
Rank 624 741 661
Rank change year-on-year +117 -80 +281
Permanent jobs citing Jupyter 13 17 49
As % of all permanent jobs in the UK 0.024% 0.025% 0.094%
As % of the Application Platforms category 0.33% 0.30% 0.83%
Number of salaries quoted 4 13 31
10th Percentile - - £67,500
25th Percentile £80,000 £71,250 £70,000
Median annual salary (50th Percentile) £90,000 £80,000 £76,383
Median % change year-on-year +12.50% +4.74% +17.51%
75th Percentile £131,250 £87,500 £100,000
90th Percentile £187,500 £95,000 £115,000
UK excluding London median annual salary - £80,000 £75,000
% change year-on-year - +6.67% +31.43%

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 3,882 5,663 5,886
As % of all permanent jobs advertised in the UK 7.28% 8.27% 11.26%
Number of salaries quoted 2,628 3,486 4,686
10th Percentile £28,500 £31,250 £31,250
25th Percentile £34,906 £39,750 £38,000
Median annual salary (50th Percentile) £52,500 £55,631 £55,000
Median % change year-on-year -5.63% +1.15% -
75th Percentile £73,750 £83,000 £75,000
90th Percentile £96,250 £116,250 £92,500
UK excluding London median annual salary £42,500 £47,250 £47,500
% change year-on-year -10.05% -0.53% -

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 22 November 2025.

Salary histogram for Jupyter in the UK

Jupyter
Top 5 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 22 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 +103 13 £90,000 +12.50% 18
London +67 9 £150,000 +57.89% 12
Work from Home +96 3 £80,000 - 9
UK excluding London +71 2 - - 7
South East - 2 - - 3

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 (15.38%) Apache Airflow
1 2 (15.38%) R Markdown
2 1 (7.69%) HCL Notes
Business Applications
1 2 (15.38%) Dynamics CRM
1 2 (15.38%) Raiser’s Edge
2 1 (7.69%) FastStats
Cloud Services
1 6 (46.15%) Azure
2 3 (23.08%) Power Platform
3 2 (15.38%) Azure Synapse Analytics
3 2 (15.38%) Dynamics 365
3 2 (15.38%) Microsoft Purview
3 2 (15.38%) SaaS
4 1 (7.69%) AWS
4 1 (7.69%) Azure Data Factory
4 1 (7.69%) Azure Storage
4 1 (7.69%) Collibra
4 1 (7.69%) GCP
4 1 (7.69%) Snowflake
4 1 (7.69%) Vertex AI
Database & Business Intelligence
1 3 (23.08%) KDB
1 3 (23.08%) Kdb+
1 3 (23.08%) NoSQL
1 3 (23.08%) Power BI
2 2 (15.38%) Data Mining
2 2 (15.38%) SQL Server Integration Services
3 1 (7.69%) Parquet
3 1 (7.69%) Tableau
Development Applications
1 2 (15.38%) Git
General
1 10 (76.92%) Finance
2 3 (23.08%) Banking
2 3 (23.08%) Inclusion and Diversity
2 3 (23.08%) Law
2 3 (23.08%) Pharmaceutical
3 2 (15.38%) Social Skills
4 1 (7.69%) Documentation Skills
Job Titles
1 6 (46.15%) Senior
2 5 (38.46%) Lead
3 4 (30.77%) Developer
3 4 (30.77%) Python Developer
4 3 (23.08%) Java Engineer
4 3 (23.08%) Lead Java Engineer
4 3 (23.08%) Senior Developer
4 3 (23.08%) Senior Java Engineer
4 3 (23.08%) Senior Python Developer
5 2 (15.38%) Analyst
5 2 (15.38%) Data Analyst
5 2 (15.38%) Data Migration Lead
6 1 (7.69%) Business Analyst
6 1 (7.69%) Data Business Analyst
6 1 (7.69%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 8 (61.54%) Pandas
2 4 (30.77%) NumPy
3 3 (23.08%) CrewAI
3 3 (23.08%) FastAPI
3 3 (23.08%) FIX Protocol
3 3 (23.08%) Flask
3 3 (23.08%) JSON
3 3 (23.08%) LangChain
3 3 (23.08%) Matplotlib
3 3 (23.08%) Middleware
3 3 (23.08%) pydantic
3 3 (23.08%) pytest
3 3 (23.08%) REST
3 3 (23.08%) scikit-learn
3 3 (23.08%) Seaborn
3 3 (23.08%) Semantic Kernel
3 3 (23.08%) XML
4 1 (7.69%) Google JAX
4 1 (7.69%) JAX
4 1 (7.69%) PySpark
Miscellaneous
1 4 (30.77%) Derivative
2 3 (23.08%) Cloud Native
2 3 (23.08%) Equities
2 3 (23.08%) Foreign Exchange (FX)
3 2 (15.38%) Genomics
3 2 (15.38%) Molecular Biology
4 1 (7.69%) Blockchain
4 1 (7.69%) Legacy Systems
Operating Systems
1 3 (23.08%) Linux
Processes & Methodologies
1 8 (61.54%) Agile
2 6 (46.15%) Test Automation
3 5 (38.46%) ETL
3 5 (38.46%) Mathematics
3 5 (38.46%) Visualisation
4 4 (30.77%) Analytics
4 4 (30.77%) Data Engineering
4 4 (30.77%) Machine Learning
5 3 (23.08%) API Development
5 3 (23.08%) Coaching
5 3 (23.08%) Creative Thinking
5 3 (23.08%) Data Science
5 3 (23.08%) DevOps
5 3 (23.08%) DevSecOps
5 3 (23.08%) Low Latency
5 3 (23.08%) Mentoring
5 3 (23.08%) Operational Stability
5 3 (23.08%) Prototyping
5 3 (23.08%) Secure Coding
5 3 (23.08%) Systematic Trading
Programming Languages
1 12 (92.31%) Python
2 5 (38.46%) SQL
3 3 (23.08%) Bicep
3 3 (23.08%) Java
3 3 (23.08%) Shell Script
4 2 (15.38%) R
5 1 (7.69%) Bash
5 1 (7.69%) Data Analysis Expressions
Qualifications
1 2 (15.38%) Azure Certification
1 2 (15.38%) DBS Check
1 2 (15.38%) Degree
1 2 (15.38%) Master's Degree
Quality Assurance & Compliance
1 1 (7.69%) Data Quality
Vendors
1 3 (23.08%) Microsoft
2 2 (15.38%) HubSpot
2 2 (15.38%) Salesforce
3 1 (7.69%) DataRobot
3 1 (7.69%) dotdigital
3 1 (7.69%) Google
3 1 (7.69%) Informatica
3 1 (7.69%) Lotus
3 1 (7.69%) Oracle
3 1 (7.69%) PayPal
3 1 (7.69%) SAP
3 1 (7.69%) Talend