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 1 January 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Jan 2026
Same period 2025 Same period 2024
Rank 640 683 669
Rank change year-on-year +43 -14 +274
Permanent jobs citing Jupyter 11 28 44
As % of all permanent jobs in the UK 0.019% 0.051% 0.086%
As % of the Application Platforms category 0.32% 0.55% 0.75%
Number of salaries quoted 5 23 26
10th Percentile - £55,000 £68,750
25th Percentile £57,251 £60,000 £70,000
Median annual salary (50th Percentile) £57,661 £77,500 £75,692
Median % change year-on-year -25.60% +2.39% +8.13%
75th Percentile £100,000 £85,000 £99,013
90th Percentile £175,000 £95,000 £115,000
UK excluding London median annual salary - £77,500 £75,000
% change year-on-year - +3.33% +20.00%

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 3,481 5,084 5,842
As % of all permanent jobs advertised in the UK 5.88% 9.21% 11.38%
Number of salaries quoted 2,351 3,037 4,357
10th Percentile £28,000 £31,250 £31,000
25th Percentile £33,500 £39,000 £37,500
Median annual salary (50th Percentile) £50,000 £55,000 £54,000
Median % change year-on-year -9.09% +1.85% -1.82%
75th Percentile £73,750 £78,750 £75,000
90th Percentile £95,000 £108,000 £92,500
UK excluding London median annual salary £41,500 £47,500 £46,000
% change year-on-year -12.63% +3.26% -3.16%

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 1 January 2026.

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 1 January 2026. 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 +62 11 £57,661 -25.60% 8
London +29 9 £57,661 -34.10% 4
UK excluding London +48 2 - - 4
Work from Home +65 1 - - 6
North of England +20 1 - - 1
North West - 1 - - 1
South East - 1 - - 1

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 (18.18%) Apache Airflow
2 1 (9.09%) Apache Spark
2 1 (9.09%) R Markdown
Cloud Services
1 4 (36.36%) Azure
2 1 (9.09%) AWS
2 1 (9.09%) Collibra
2 1 (9.09%) GCP
2 1 (9.09%) Power Platform
2 1 (9.09%) Snowflake
2 1 (9.09%) Vertex AI
Communications & Networking
1 1 (9.09%) TCAP
Database & Business Intelligence
1 3 (27.27%) NoSQL
2 2 (18.18%) Data Mining
3 1 (9.09%) Hadoop
3 1 (9.09%) Parquet
3 1 (9.09%) Power BI
3 1 (9.09%) Tableau
Development Applications
1 1 (9.09%) Git
General
1 6 (54.55%) Finance
2 3 (27.27%) Inclusion and Diversity
3 2 (18.18%) Pharmaceutical
3 2 (18.18%) Social Skills
4 1 (9.09%) Analytical Skills
4 1 (9.09%) Documentation Skills
Job Titles
1 7 (63.64%) Senior
2 4 (36.36%) Developer
2 4 (36.36%) Python Developer
3 3 (27.27%) Senior Developer
3 3 (27.27%) Senior Python Developer
4 2 (18.18%) Analyst
4 2 (18.18%) Data Analyst
5 1 (9.09%) Business Analyst
5 1 (9.09%) Data Business Analyst
5 1 (9.09%) Full-Stack Engineer
5 1 (9.09%) Quantitative Developer
5 1 (9.09%) Senior Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 6 (54.55%) Pandas
2 4 (36.36%) NumPy
2 4 (36.36%) PyTorch
2 4 (36.36%) REST
3 3 (27.27%) CrewAI
3 3 (27.27%) FastAPI
3 3 (27.27%) Flask
3 3 (27.27%) JSON
3 3 (27.27%) LangChain
3 3 (27.27%) Matplotlib
3 3 (27.27%) pydantic
3 3 (27.27%) pytest
3 3 (27.27%) scikit-learn
3 3 (27.27%) Seaborn
3 3 (27.27%) Semantic Kernel
3 3 (27.27%) XML
4 1 (9.09%) Google JAX
4 1 (9.09%) JAX
4 1 (9.09%) PySpark
4 1 (9.09%) XGBoost
Miscellaneous
1 3 (27.27%) Cloud Native
2 1 (9.09%) Blockchain
2 1 (9.09%) Credit Risk
2 1 (9.09%) Derivative
2 1 (9.09%) Distributed Computing
2 1 (9.09%) Genomics
2 1 (9.09%) Market Risk
2 1 (9.09%) Molecular Biology
Operating Systems
1 2 (18.18%) Linux
Processes & Methodologies
1 8 (72.73%) Machine Learning
2 7 (63.64%) AI
2 7 (63.64%) Data Science
3 6 (54.55%) LLM
3 6 (54.55%) Test Automation
4 5 (45.45%) Mathematics
5 4 (36.36%) Computer Science
5 4 (36.36%) Statistics
5 4 (36.36%) Visualisation
6 3 (27.27%) API Development
6 3 (27.27%) Coaching
6 3 (27.27%) Data Engineering
6 3 (27.27%) Data Visualisation
6 3 (27.27%) Deep Learning
6 3 (27.27%) DevOps
6 3 (27.27%) DevSecOps
6 3 (27.27%) Issue Tracking
6 3 (27.27%) Mentoring
6 3 (27.27%) MLOps
6 3 (27.27%) Technical Leadership
Programming Languages
1 10 (90.91%) Python
2 5 (45.45%) SQL
3 3 (27.27%) Bicep
4 2 (18.18%) R
5 1 (9.09%) Bash
5 1 (9.09%) Java
5 1 (9.09%) MATLAB
Qualifications
1 5 (45.45%) Degree
2 4 (36.36%) PhD
3 3 (27.27%) SC Cleared
3 3 (27.27%) Security Cleared
4 2 (18.18%) Master's Degree
5 1 (9.09%) MBA
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
Vendors
1 1 (9.09%) DataRobot
1 1 (9.09%) Google
1 1 (9.09%) Informatica
1 1 (9.09%) Microsoft
1 1 (9.09%) Oracle
1 1 (9.09%) SAP
1 1 (9.09%) Talend