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 28 May 2025, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 676 862 922
Rank change year-on-year +186 +60 +26
Permanent jobs citing Jupyter 35 48 42
As % of all permanent jobs advertised in the UK 0.064% 0.047% 0.043%
As % of the Application Platforms category 0.80% 0.45% 0.37%
Number of salaries quoted 11 40 33
10th Percentile £47,500 £33,000 £56,500
25th Percentile £55,000 £60,000 £63,750
Median annual salary (50th Percentile) £65,000 £72,500 £75,000
Median % change year-on-year -10.34% -3.33% +29.31%
75th Percentile £85,000 £87,500 £90,000
90th Percentile £100,000 - £95,000
UK excluding London median annual salary £65,000 £80,000 £70,000
% change year-on-year -18.75% +14.29% +16.67%

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 4,377 10,650 11,209
As % of all permanent jobs advertised in the UK 8.00% 10.43% 11.45%
Number of salaries quoted 2,777 7,078 7,558
10th Percentile £30,000 £27,500 £31,250
25th Percentile £37,500 £34,000 £40,000
Median annual salary (50th Percentile) £55,000 £50,000 £55,043
Median % change year-on-year +10.00% -9.16% +0.08%
75th Percentile £75,000 £70,000 £77,500
90th Percentile £109,250 £96,677 £95,000
UK excluding London median annual salary £45,628 £42,500 £47,710
% change year-on-year +7.36% -10.92% +6.02%

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 28 May 2025.

Salary histogram for Jupyter in the UK

Jupyter
Top 13 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 28 May 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
UK excluding London +199 33 £65,000 -18.75% 243
England +149 32 £70,000 -9.68% 263
Work from Home +145 28 £65,000 -13.33% 100
South West +114 20 - - 27
North of England +47 7 £70,000 - 53
North East - 5 £70,000 - 7
London +105 2 £180,000 +166.67% 50
Yorkshire +63 2 £100,000 - 23
Wales +46 2 £63,250 +130.00% 6
West Midlands - 2 - - 25
Midlands - 2 - - 46
East of England - 1 £65,000 - 36
Scotland - 1 £65,000 - 14

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:

Applications
1 3 (8.57%) Microsoft Excel
Business Applications
1 3 (8.57%) Markit EDM
Cloud Services
1 5 (14.29%) Azure
2 4 (11.43%) AWS
3 2 (5.71%) Amazon S3
3 2 (5.71%) AWS CloudFormation
3 2 (5.71%) Power Platform
3 2 (5.71%) Virtual Private Cloud
4 1 (2.86%) Cloud Computing
4 1 (2.86%) OCI
Communications & Networking
1 1 (2.86%) MQTT
Database & Business Intelligence
1 23 (65.71%) Big Data
2 6 (17.14%) Tableau
3 5 (14.29%) Dremio
4 3 (8.57%) Data Lake
5 2 (5.71%) Power BI
6 1 (2.86%) Amazon QuickSight
6 1 (2.86%) Apache Cassandra
6 1 (2.86%) Data Warehouse
6 1 (2.86%) KDB
6 1 (2.86%) Kdb+
6 1 (2.86%) MongoDB
6 1 (2.86%) PostgreSQL
6 1 (2.86%) Redis
Development Applications
1 1 (2.86%) Git
General
1 28 (80.00%) Finance
2 24 (68.57%) Inclusion and Diversity
3 4 (11.43%) Marketing
4 3 (8.57%) Back Office
4 3 (8.57%) Social Skills
5 2 (5.71%) Public Sector
6 1 (2.86%) Analytical Skills
6 1 (2.86%) Banking
6 1 (2.86%) Games
6 1 (2.86%) Law
Job Titles
1 26 (74.29%) Senior
2 23 (65.71%) Data Scientist
2 23 (65.71%) Senior Data Scientist
3 6 (17.14%) Analyst
3 6 (17.14%) Data Analyst
4 2 (5.71%) AWS Engineer
4 2 (5.71%) AWS Platform Engineer
4 2 (5.71%) Cloud Engineer
4 2 (5.71%) Cloud Platform Engineer
4 2 (5.71%) Developer
4 2 (5.71%) Platform Engineer
5 1 (2.86%) Java Engineer
5 1 (2.86%) Lead
5 1 (2.86%) Lead Java Engineer
5 1 (2.86%) Python Developer
5 1 (2.86%) Quantitative Developer
5 1 (2.86%) Quantitative Researcher
5 1 (2.86%) Senior Analyst
5 1 (2.86%) Senior Data Analyst
5 1 (2.86%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 2 (5.71%) AWS CDK
2 1 (2.86%) .NET
2 1 (2.86%) .NET Core
2 1 (2.86%) Express.js
2 1 (2.86%) FIX Protocol
2 1 (2.86%) GraphQL
2 1 (2.86%) Kafka
2 1 (2.86%) MERN Stack
2 1 (2.86%) Middleware
2 1 (2.86%) Node.js
2 1 (2.86%) Pandas
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 4 (11.43%) Equities
4 3 (8.57%) Onboarding
4 3 (8.57%) Reference Data
5 2 (5.71%) Foreign Exchange (FX)
6 1 (2.86%) Derivative
6 1 (2.86%) Enterprise Software
6 1 (2.86%) Hedge funds
6 1 (2.86%) Online Games
Operating Systems
1 1 (2.86%) Linux
1 1 (2.86%) Windows
Processes & Methodologies
1 29 (82.86%) Data Analysis
1 29 (82.86%) Visualisation
2 27 (77.14%) Computer Science
3 25 (71.43%) DevOps
3 25 (71.43%) Mentoring
3 25 (71.43%) Software Engineering
4 24 (68.57%) Data Science
4 24 (68.57%) Decision-Making
4 24 (68.57%) Machine Learning
4 24 (68.57%) Mathematics
5 23 (65.71%) Artificial Intelligence
5 23 (65.71%) Data-Driven Decision Making
5 23 (65.71%) Exploratory Data Analysis
5 23 (65.71%) LLM
5 23 (65.71%) Microservices
5 23 (65.71%) MLOps
5 23 (65.71%) OpenUP
5 23 (65.71%) Problem-Solving
5 23 (65.71%) Statistics
6 3 (8.57%) Root Cause Analysis
Programming Languages
1 35 (100.00%) Python
2 24 (68.57%) Java
3 23 (65.71%) JavaScript
4 6 (17.14%) SQL
5 3 (8.57%) R
6 1 (2.86%) C#
6 1 (2.86%) C++
6 1 (2.86%) Go
6 1 (2.86%) Shell Script
6 1 (2.86%) TypeScript
Qualifications
1 27 (77.14%) Degree
2 23 (65.71%) Computer Science Degree
2 23 (65.71%) DV Cleared
2 23 (65.71%) Security Cleared
3 1 (2.86%) DBS Check
Quality Assurance & Compliance
1 5 (14.29%) Data Quality
System Software
1 27 (77.14%) Docker
Systems Management
1 25 (71.43%) Kubernetes
2 1 (2.86%) Terraform
Vendors
1 6 (17.14%) Databricks
2 3 (8.57%) Bloomberg
2 3 (8.57%) Reuters
3 1 (2.86%) Microsoft