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

6 months to
15 Jan 2026
Same period 2025 Same period 2024
Rank 635 683 674
Rank change year-on-year +48 -9 +283
Permanent jobs citing Jupyter 14 28 39
As % of all permanent jobs in the UK 0.023% 0.052% 0.070%
As % of the Application Platforms category 0.41% 0.57% 0.64%
Number of salaries quoted 9 23 23
10th Percentile - £55,000 £64,500
25th Percentile £57,251 £60,000 £70,000
Median annual salary (50th Percentile) £57,661 £77,500 £75,000
Median % change year-on-year -25.60% +3.33% +7.14%
75th Percentile £58,072 £85,000 £81,563
90th Percentile £125,000 £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 3,409 4,888 6,055
As % of all permanent jobs advertised in the UK 5.65% 9.12% 10.92%
Number of salaries quoted 2,277 2,867 4,499
10th Percentile £27,800 £31,250 £30,500
25th Percentile £33,500 £38,820 £36,500
Median annual salary (50th Percentile) £50,500 £55,000 £52,500
Median % change year-on-year -8.18% +4.76% -4.55%
75th Percentile £73,750 £77,500 £72,500
90th Percentile £95,000 £105,000 £91,250
UK excluding London median annual salary £42,039 £47,500 £45,196
% change year-on-year -11.50% +5.10% -4.85%

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 15 January 2026.

Salary histogram for Jupyter in the UK

Jupyter
Top 6 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 15 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 +49 14 £57,661 -25.60% 57
London +67 13 £57,661 -34.10% 16
Work from Home +57 1 - - 3
UK excluding London +20 1 - - 65
North of England +9 1 - - 21
North West - 1 - - 9

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 (14.29%) Apache Airflow
2 1 (7.14%) Apache Spark
Cloud Services
1 4 (28.57%) Azure
2 1 (7.14%) AWS
2 1 (7.14%) Collibra
2 1 (7.14%) GCP
2 1 (7.14%) Power Platform
2 1 (7.14%) Snowflake
2 1 (7.14%) Vertex AI
Communications & Networking
1 1 (7.14%) TCAP
Database & Business Intelligence
1 3 (21.43%) NoSQL
2 1 (7.14%) Data Mining
2 1 (7.14%) Hadoop
2 1 (7.14%) Parquet
2 1 (7.14%) Power BI
2 1 (7.14%) Tableau
Development Applications
1 1 (7.14%) Git
General
1 7 (50.00%) Inclusion and Diversity
2 6 (42.86%) Finance
3 2 (14.29%) Social Skills
4 1 (7.14%) Analytical Skills
4 1 (7.14%) Documentation Skills
4 1 (7.14%) Pharmaceutical
Job Titles
1 11 (78.57%) Senior
2 4 (28.57%) Developer
2 4 (28.57%) Python Developer
3 3 (21.43%) Senior Developer
3 3 (21.43%) Senior Python Developer
4 2 (14.29%) Analyst
4 2 (14.29%) Data Analyst
5 1 (7.14%) Business Analyst
5 1 (7.14%) Data Business Analyst
5 1 (7.14%) Full-Stack Engineer
5 1 (7.14%) Quantitative Developer
5 1 (7.14%) Senior Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 8 (57.14%) PyTorch
2 6 (42.86%) Pandas
3 4 (28.57%) NumPy
3 4 (28.57%) REST
4 3 (21.43%) CrewAI
4 3 (21.43%) FastAPI
4 3 (21.43%) Flask
4 3 (21.43%) JSON
4 3 (21.43%) LangChain
4 3 (21.43%) Matplotlib
4 3 (21.43%) pydantic
4 3 (21.43%) pytest
4 3 (21.43%) scikit-learn
4 3 (21.43%) Seaborn
4 3 (21.43%) Semantic Kernel
4 3 (21.43%) XML
5 1 (7.14%) Google JAX
5 1 (7.14%) JAX
5 1 (7.14%) PySpark
5 1 (7.14%) XGBoost
Miscellaneous
1 3 (21.43%) Cloud Native
2 1 (7.14%) Blockchain
2 1 (7.14%) Credit Risk
2 1 (7.14%) Derivative
2 1 (7.14%) Distributed Computing
2 1 (7.14%) Market Risk
Operating Systems
1 1 (7.14%) Linux
Processes & Methodologies
1 12 (85.71%) Machine Learning
2 11 (78.57%) AI
2 11 (78.57%) Data Science
3 10 (71.43%) LLM
3 10 (71.43%) Test Automation
4 8 (57.14%) Computer Science
4 8 (57.14%) Mathematics
5 7 (50.00%) Computer Vision
5 7 (50.00%) Deep Learning
5 7 (50.00%) Issue Tracking
5 7 (50.00%) Physics
5 7 (50.00%) Statistics
5 7 (50.00%) Technical Leadership
6 3 (21.43%) API Development
6 3 (21.43%) Coaching
6 3 (21.43%) Creative Thinking
6 3 (21.43%) Data Engineering
6 3 (21.43%) DevOps
6 3 (21.43%) Mentoring
6 3 (21.43%) Secure Coding
Programming Languages
1 13 (92.86%) Python
2 5 (35.71%) SQL
3 3 (21.43%) Bicep
4 1 (7.14%) Bash
4 1 (7.14%) Java
4 1 (7.14%) MATLAB
4 1 (7.14%) R
Qualifications
1 8 (57.14%) Degree
1 8 (57.14%) PhD
2 7 (50.00%) SC Cleared
2 7 (50.00%) Security Cleared
3 1 (7.14%) Master's Degree
3 1 (7.14%) MBA
Quality Assurance & Compliance
1 1 (7.14%) Data Quality
Vendors
1 1 (7.14%) DataRobot
1 1 (7.14%) Google
1 1 (7.14%) Informatica
1 1 (7.14%) Microsoft
1 1 (7.14%) Oracle
1 1 (7.14%) SAP
1 1 (7.14%) Talend