Jupyter (JupyterHub, JupyterLab)
UK

The table below provides summary statistics for permanent job vacancies requiring Jupyter skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Jupyter over the 6 months leading up to 16 July 2025, comparing them to the same period in the previous two years.

6 months to
16 Jul 2025
Same period 2024 Same period 2023
Rank 700 843 856
Rank change year-on-year +143 +13 +108
Permanent jobs citing Jupyter 35 43 44
As % of all permanent jobs advertised in the UK 0.058% 0.042% 0.052%
As % of the Application Platforms category 0.74% 0.43% 0.47%
Number of salaries quoted 6 35 40
10th Percentile £54,563 £29,250 £57,375
25th Percentile £66,219 £60,000 £64,688
Median annual salary (50th Percentile) £80,000 £70,000 £75,000
Median % change year-on-year +14.29% -6.67% +31.43%
75th Percentile £95,625 £87,500 £95,000
90th Percentile £147,500 - £101,185
UK excluding London median annual salary £65,000 £80,000 £70,000
% change year-on-year -18.75% +14.29% +22.67%

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 4,711 10,053 9,396
As % of all permanent jobs advertised in the UK 7.84% 9.75% 11.01%
Number of salaries quoted 2,986 6,855 7,105
10th Percentile £29,625 £27,750 £31,250
25th Percentile £36,250 £35,105 £40,000
Median annual salary (50th Percentile) £53,688 £50,000 £55,000
Median % change year-on-year +7.38% -9.09% -
75th Percentile £75,000 £75,000 £76,250
90th Percentile £107,500 £112,500 £95,000
UK excluding London median annual salary £45,000 £42,500 £48,000
% change year-on-year +5.88% -11.46% +1.05%

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

3-month moving average salary quoted in jobs citing Jupyter.

Salary trend for Jupyter in the UK

Jupyter
Salary Histogram

Salary distribution for jobs citing Jupyter over the 6 months to 16 July 2025.

Salary histogram for Jupyter in the UK

Jupyter
Top 12 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 16 July 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 +147 34 £80,000 - 53
UK excluding London +158 28 £65,000 -18.75% 14
Work from Home +128 27 £80,000 - 34
South West +92 20 - - 2
London +103 5 £180,000 +166.67% 42
North of England +57 3 £82,500 - 3
Yorkshire +47 2 £100,000 -
Midlands - 2 - - 5
South East - 2 - -
West Midlands - 2 - - 3
Wales +28 1 £63,250 +130.00% 4
North East - 1 £65,000 - 3

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 (5.71%) R Markdown
2 1 (2.86%) IBM Notes
Business Applications
1 2 (5.71%) Dynamics CRM
1 2 (5.71%) Raiser’s Edge
2 1 (2.86%) FastStats
Cloud Services
1 3 (8.57%) Azure
2 2 (5.71%) AWS
2 2 (5.71%) Azure Synapse Analytics
2 2 (5.71%) Dynamics 365
2 2 (5.71%) Microsoft Purview
2 2 (5.71%) Power Platform
2 2 (5.71%) SaaS
3 1 (2.86%) Amazon S3
3 1 (2.86%) AWS CloudFormation
3 1 (2.86%) Azure Data Factory
3 1 (2.86%) Azure Storage
3 1 (2.86%) Virtual Private Cloud
Communications & Networking
1 1 (2.86%) MQTT
Database & Business Intelligence
1 23 (65.71%) Big Data
2 4 (11.43%) KDB
2 4 (11.43%) Kdb+
3 2 (5.71%) Data Mining
3 2 (5.71%) Power BI
3 2 (5.71%) SQL Server Integration Services
4 1 (2.86%) Apache Cassandra
4 1 (2.86%) Dremio
4 1 (2.86%) MongoDB
4 1 (2.86%) PostgreSQL
4 1 (2.86%) Redis
4 1 (2.86%) Tableau
Development Applications
1 2 (5.71%) Git
General
1 30 (85.71%) Finance
2 27 (77.14%) Inclusion and Diversity
3 4 (11.43%) Banking
3 4 (11.43%) Law
4 2 (5.71%) Pharmaceutical
4 2 (5.71%) Social Skills
5 1 (2.86%) Analytical Skills
5 1 (2.86%) Public Sector
Job Titles
1 28 (80.00%) Senior
2 23 (65.71%) Data Scientist
2 23 (65.71%) Senior Data Scientist
3 6 (17.14%) Lead
4 4 (11.43%) Java Engineer
4 4 (11.43%) Lead Java Engineer
4 4 (11.43%) Senior Java Engineer
5 2 (5.71%) Data Migration Lead
6 1 (2.86%) Analyst
6 1 (2.86%) AWS Engineer
6 1 (2.86%) AWS Platform Engineer
6 1 (2.86%) Cloud Engineer
6 1 (2.86%) Cloud Platform Engineer
6 1 (2.86%) Data Analyst
6 1 (2.86%) Developer
6 1 (2.86%) Platform Engineer
6 1 (2.86%) Quantitative Developer
6 1 (2.86%) Quantitative Researcher
Libraries, Frameworks & Software Standards
1 4 (11.43%) FIX Protocol
1 4 (11.43%) Middleware
1 4 (11.43%) Pandas
2 1 (2.86%) .NET
2 1 (2.86%) .NET Core
2 1 (2.86%) AWS CDK
2 1 (2.86%) Express.js
2 1 (2.86%) GraphQL
2 1 (2.86%) Kafka
2 1 (2.86%) MERN Stack
2 1 (2.86%) Node.js
2 1 (2.86%) RabbitMQ
2 1 (2.86%) React
2 1 (2.86%) Redux
Miscellaneous
1 24 (68.57%) Algorithms
2 23 (65.71%) Cyberattack
3 5 (14.29%) Foreign Exchange (FX)
4 4 (11.43%) Derivative
4 4 (11.43%) Equities
5 2 (5.71%) Genomics
5 2 (5.71%) Molecular Biology
6 1 (2.86%) Hedge funds
6 1 (2.86%) Legacy Systems
Operating Systems
1 2 (5.71%) Linux
Processes & Methodologies
1 29 (82.86%) Mathematics
2 28 (80.00%) Software Engineering
3 27 (77.14%) Computer Science
4 26 (74.29%) Data Analysis
4 26 (74.29%) Visualisation
5 25 (71.43%) Statistics
6 24 (68.57%) DevOps
6 24 (68.57%) Mentoring
7 23 (65.71%) Artificial Intelligence
7 23 (65.71%) Data Science
7 23 (65.71%) Data-Driven Decision Making
7 23 (65.71%) Decision-Making
7 23 (65.71%) Exploratory Data Analysis
7 23 (65.71%) LLM
7 23 (65.71%) Machine Learning
7 23 (65.71%) Microservices
7 23 (65.71%) MLOps
7 23 (65.71%) OpenUP
7 23 (65.71%) Problem-Solving
8 6 (17.14%) Agile
Programming Languages
1 35 (100.00%) Python
2 27 (77.14%) Java
3 23 (65.71%) JavaScript
4 4 (11.43%) Shell Script
5 3 (8.57%) R
6 2 (5.71%) SQL
7 1 (2.86%) C#
7 1 (2.86%) C++
7 1 (2.86%) Data Analysis Expressions
7 1 (2.86%) Go
7 1 (2.86%) TypeScript
Qualifications
1 25 (71.43%) Degree
2 23 (65.71%) Computer Science Degree
2 23 (65.71%) DV Cleared
2 23 (65.71%) Security Cleared
3 2 (5.71%) Azure Certification
3 2 (5.71%) DBS Check
3 2 (5.71%) Master's Degree
Quality Assurance & Compliance
1 1 (2.86%) Data Quality
System Software
1 25 (71.43%) Docker
Systems Management
1 24 (68.57%) Kubernetes
2 1 (2.86%) Terraform
Vendors
1 3 (8.57%) Microsoft
2 2 (5.71%) Databricks
2 2 (5.71%) HubSpot
2 2 (5.71%) Salesforce
3 1 (2.86%) dotdigital
3 1 (2.86%) Lotus
3 1 (2.86%) PayPal