Jupyter Job Trends in England

Jupyter (JupyterHub, JupyterLab)
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Jupyter skills. It covers permanent job vacancies from the 6 months leading up to 2 June 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Jun 2026
Same period 2025 Same period 2024
Rank 605 587 786
Rank change year-on-year -18 +199 +50
Permanent jobs citing Jupyter 75 33 41
As % of all permanent jobs in England 0.090% 0.085% 0.046%
As % of the Application Platforms category 2.18% 0.91% 0.48%
Number of salaries quoted 71 8 35
10th Percentile - £47,500 £44,250
25th Percentile £33,750 £53,125 £63,750
Median annual salary (50th Percentile) £37,500 £70,000 £80,000
Median % change year-on-year -46.43% -12.50% +6.67%
75th Percentile £55,000 £88,750 £87,500
90th Percentile £58,072 £128,500 -
UK median annual salary £37,500 £67,500 £70,000
% change year-on-year -44.44% -3.57% -6.67%

All Application Platform Skills
England

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 in England.

Permanent vacancies with a requirement for application platform skills 3,444 3,627 8,601
As % of all permanent jobs advertised in England 4.14% 9.30% 9.64%
Number of salaries quoted 2,562 2,528 6,564
10th Percentile £28,500 £29,750 £27,500
25th Percentile £34,500 £37,250 £35,000
Median annual salary (50th Percentile) £51,250 £55,000 £50,000
Median % change year-on-year -6.82% +10.00% -9.16%
75th Percentile £72,500 £77,500 £71,438
90th Percentile £93,738 £110,000 £100,000
UK median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -9.09%

Jupyter
Job Vacancy Trend in England

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

Jupyter job vacancy trend in England

Jupyter
Salary Trend in England

Salary distribution trend for jobs in England citing Jupyter.

Salary distribution trend for jobs in England citing Jupyter

Jupyter
Salary Histogram in England

Salary distribution for jobs citing Jupyter in England over the 6 months to 2 June 2026.

Salary histogram for Jupyter in England

Jupyter
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Jupyter within the England region over the 6 months to 2 June 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
North of England -1 37 £37,500 -46.43% 18
London -13 20 £57,661 -67.97% 22
North East -31 14 £53,750 -23.21% 9
North West - 12 £37,500 - 6
Yorkshire -34 11 £37,500 -62.50% 3
Midlands -18 9 £37,500 - 8
West Midlands -21 8 £37,500 - 3
South West -71 8 £37,500 - 12
East Midlands - 1 £37,500 - 5
South East - 1 £37,500 - 13
Jupyter
UK

Jupyter
Co-Occurring Skills & Capabilities in England 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 13 (17.33%) Apache
1 13 (17.33%) Apache Spark
2 9 (12.00%) Apache Airflow
3 3 (4.00%) SAS
Applications
1 48 (64.00%) Chatbot
2 2 (2.67%) Microsoft Excel
Cloud Services
1 61 (81.33%) AWS
2 50 (66.67%) Cloud Computing
3 9 (12.00%) Amazon CloudWatch
3 9 (12.00%) Amazon EC2
3 9 (12.00%) Amazon EMR
3 9 (12.00%) Amazon S3
4 7 (9.33%) Amazon ECR
5 5 (6.67%) Azure
6 4 (5.33%) Textract
7 3 (4.00%) Azure Data Factory
7 3 (4.00%) Fivetran
8 1 (1.33%) Azure Functions
8 1 (1.33%) Azure Synapse Analytics
8 1 (1.33%) Serverless
Database & Business Intelligence
1 9 (12.00%) Amazon Athena
2 7 (9.33%) DynamoDB
3 4 (5.33%) Big Data
3 4 (5.33%) Data Lake
4 3 (4.00%) Airbyte
4 3 (4.00%) NoSQL
5 2 (2.67%) SQL Server
6 1 (1.33%) Azure SQL Database
6 1 (1.33%) Delta Lake
6 1 (1.33%) PostgreSQL
6 1 (1.33%) Relational Database
6 1 (1.33%) Spark SQL
Development Applications
1 50 (66.67%) Visual Studio Code
2 9 (12.00%) GitLab
3 4 (5.33%) Git
General
1 51 (68.00%) Finance
2 48 (64.00%) Manufacturing
2 48 (64.00%) Retail
3 14 (18.67%) Inclusion and Diversity
4 7 (9.33%) Public Sector
4 7 (9.33%) Social Skills
5 6 (8.00%) Analytical Skills
6 3 (4.00%) Legal
7 1 (1.33%) Financial Institution
7 1 (1.33%) Front Office
Job Titles
1 45 (60.00%) Artificial Intelligence Programmer
1 45 (60.00%) Programmer
1 45 (60.00%) Trainee
1 45 (60.00%) Trainee Programmer
2 10 (13.33%) Senior
3 5 (6.67%) Data Engineer
3 5 (6.67%) Developer
3 5 (6.67%) Test Engineer
4 3 (4.00%) Artificial Intelligence Developer
4 3 (4.00%) Junior
4 3 (4.00%) Junior Developer
4 3 (4.00%) Lead
4 3 (4.00%) Lead Test Engineer
4 3 (4.00%) Security Engineer
5 2 (2.67%) AWS DevOps
5 2 (2.67%) Data Scientist
5 2 (2.67%) Python Developer
6 1 (1.33%) Data Migration Developer
6 1 (1.33%) Technical Analyst
6 1 (1.33%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 49 (65.33%) NumPy
1 49 (65.33%) Pandas
2 48 (64.00%) Hugging Face
2 48 (64.00%) Matplotlib
2 48 (64.00%) scikit-learn
2 48 (64.00%) Streamlit
3 9 (12.00%) PySpark
3 9 (12.00%) PyTorch
4 3 (4.00%) Apache NiFi
5 1 (1.33%) FastAPI
5 1 (1.33%) Flask
5 1 (1.33%) REST
Miscellaneous
1 50 (66.67%) Algorithms
2 7 (9.33%) Cloud Native
3 6 (8.00%) Data Structures
4 3 (4.00%) Distributed Computing
4 3 (4.00%) Legacy Systems
4 3 (4.00%) Product Ownership
5 2 (2.67%) Distributed Systems
6 1 (1.33%) Derivative
6 1 (1.33%) Legacy Code
6 1 (1.33%) Onboarding
6 1 (1.33%) Reinsurance
Processes & Methodologies
1 60 (80.00%) AI
2 59 (78.67%) Machine Learning
3 57 (76.00%) LLM
4 52 (69.33%) Workflow
5 48 (64.00%) Artificial Intelligence Engineering
5 48 (64.00%) Conversational UI
5 48 (64.00%) Customer Service
5 48 (64.00%) Data Privacy
5 48 (64.00%) Neural Network
5 48 (64.00%) OO
5 48 (64.00%) OOP
5 48 (64.00%) Prompt Engineering
5 48 (64.00%) Retrieval-Augmented Generation
5 48 (64.00%) Sentiment Analysis
5 48 (64.00%) Visualisation
6 19 (25.33%) Test Automation
7 16 (21.33%) Agile
8 14 (18.67%) Data Pipeline
8 14 (18.67%) Data Science
9 13 (17.33%) Technical Leadership
Programming Languages
1 75 (100.00%) Python
2 17 (22.67%) SQL
3 8 (10.67%) Java
4 5 (6.67%) Bash
5 3 (4.00%) PL/SQL
5 3 (4.00%) Scala
6 2 (2.67%) VBA
7 1 (1.33%) C#
7 1 (1.33%) Julia
7 1 (1.33%) MATLAB
7 1 (1.33%) R
7 1 (1.33%) T-SQL
Qualifications
1 48 (64.00%) AWS Certification
1 48 (64.00%) AWS Certified Cloud Practitioner
2 18 (24.00%) SC Cleared
2 18 (24.00%) Security Cleared
3 11 (14.67%) Degree
4 9 (12.00%) PhD
5 1 (1.33%) Computer Science Degree
Quality Assurance & Compliance
1 8 (10.67%) Data Quality
2 6 (8.00%) QA
System Software
1 7 (9.33%) Docker
Systems Management
1 7 (9.33%) Terraform
2 3 (4.00%) Kibana
Vendors
1 49 (65.33%) Microsoft
2 3 (4.00%) Databricks
3 1 (1.33%) Intel