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 30 April 2025, comparing them to the same period in the previous two years.

6 months to
30 Apr 2025
Same period 2024 Same period 2023
Rank 643 837 939
Rank change year-on-year +194 +102 +48
Permanent jobs citing Jupyter 41 48 48
As % of all permanent jobs advertised in the UK 0.079% 0.049% 0.046%
As % of the Application Platforms category 0.92% 0.45% 0.40%
Number of salaries quoted 14 41 37
10th Percentile £49,750 £33,750 £50,500
25th Percentile £55,000 £63,750 £57,500
Median annual salary (50th Percentile) £65,000 £75,000 £70,000
Median % change year-on-year -13.33% +7.14% +16.67%
75th Percentile £85,000 £87,500 £90,000
90th Percentile £92,000 - £95,000
UK excluding London median annual salary £65,000 £80,000 £67,500
% change year-on-year -18.75% +18.52% +12.50%

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 4,444 10,730 11,949
As % of all permanent jobs advertised in the UK 8.52% 10.91% 11.49%
Number of salaries quoted 3,060 7,087 7,898
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 £55,000
Median % change year-on-year +10.00% -9.09% +1.85%
75th Percentile £75,000 £67,500 £77,500
90th Percentile £106,500 £92,295 £96,750
UK excluding London median annual salary £45,628 £42,500 £47,500
% change year-on-year +7.36% -10.53% +5.56%

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 30 April 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 30 April 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 +184 37 £65,000 -13.33% 34
UK excluding London +213 34 £65,000 -18.75% 6
Work from Home +207 30 £63,250 -15.67% 25
South West +112 20 - -
North of England +91 8 £70,000 - 2
North East - 7 £70,000 -
London +93 6 £60,000 -11.11% 27
Midlands +62 2 - - 3
West Midlands +52 2 - - 3
Wales +39 2 £63,250 +130.00%
Yorkshire +70 1 - - 2
Scotland - 1 £65,000 -
East of England - 1 £65,000 -

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 5 (12.20%) Microsoft Excel
Business Applications
1 5 (12.20%) Markit EDM
Cloud Services
1 8 (19.51%) AWS
2 7 (17.07%) GCP
3 6 (14.63%) Azure
4 2 (4.88%) Amazon S3
4 2 (4.88%) Amazon SageMaker
4 2 (4.88%) AWS CloudFormation
4 2 (4.88%) Power Platform
4 2 (4.88%) Virtual Private Cloud
5 1 (2.44%) Cloud Computing
5 1 (2.44%) OCI
Database & Business Intelligence
1 23 (56.10%) Big Data
2 8 (19.51%) Tableau
3 7 (17.07%) Dremio
4 5 (12.20%) Data Lake
5 2 (4.88%) MySQL
5 2 (4.88%) PostgreSQL
5 2 (4.88%) Power BI
5 2 (4.88%) RDBMS
5 2 (4.88%) Relational Database
6 1 (2.44%) Amazon QuickSight
6 1 (2.44%) Data Warehouse
Development Applications
1 2 (4.88%) Atlassian Bamboo
1 2 (4.88%) JIRA
General
1 29 (70.73%) Finance
2 23 (56.10%) Inclusion and Diversity
3 8 (19.51%) Social Skills
4 6 (14.63%) Marketing
5 5 (12.20%) Back Office
6 4 (9.76%) Analytical Skills
7 2 (4.88%) Influencing Skills
7 2 (4.88%) Public Sector
8 1 (2.44%) Games
Job Titles
1 24 (58.54%) Senior
2 23 (56.10%) Data Scientist
2 23 (56.10%) Senior Data Scientist
3 8 (19.51%) Analyst
3 8 (19.51%) Data Analyst
4 4 (9.76%) Lead
4 4 (9.76%) Machine Learning Engineer
5 3 (7.32%) Technical Trainer
5 3 (7.32%) Trainer
6 2 (4.88%) AWS Engineer
6 2 (4.88%) AWS Platform Engineer
6 2 (4.88%) Cloud Engineer
6 2 (4.88%) Cloud Platform Engineer
6 2 (4.88%) Platform Engineer
7 1 (2.44%) Developer
7 1 (2.44%) Python Developer
7 1 (2.44%) Senior Analyst
7 1 (2.44%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 7 (17.07%) scikit-learn
2 5 (12.20%) Pandas
2 5 (12.20%) PyTorch
2 5 (12.20%) TensorFlow
3 3 (7.32%) NumPy
4 2 (4.88%) AWS CDK
4 2 (4.88%) Kafka
4 2 (4.88%) Matplotlib
4 2 (4.88%) XGBoost
Miscellaneous
1 27 (65.85%) Algorithms
2 23 (56.10%) Cyberattack
3 5 (12.20%) Equities
3 5 (12.20%) Onboarding
3 5 (12.20%) Reference Data
4 2 (4.88%) Distributed Systems
5 1 (2.44%) Enterprise Software
5 1 (2.44%) Online Games
Operating Systems
1 1 (2.44%) Linux
1 1 (2.44%) Windows
Processes & Methodologies
1 35 (85.37%) Data Analysis
2 31 (75.61%) Computer Science
2 31 (75.61%) Machine Learning
2 31 (75.61%) Visualisation
3 30 (73.17%) Artificial Intelligence
4 29 (70.73%) Data Science
5 26 (63.41%) Decision-Making
5 26 (63.41%) LLM
6 25 (60.98%) DevOps
6 25 (60.98%) Mentoring
6 25 (60.98%) Microservices
6 25 (60.98%) MLOps
7 23 (56.10%) Data-Driven Decision Making
7 23 (56.10%) Exploratory Data Analysis
7 23 (56.10%) Mathematics
7 23 (56.10%) OpenUP
7 23 (56.10%) Problem-Solving
7 23 (56.10%) Software Engineering
7 23 (56.10%) Statistics
8 7 (17.07%) Root Cause Analysis
Programming Languages
1 41 (100.00%) Python
2 25 (60.98%) Java
3 23 (56.10%) JavaScript
4 10 (24.39%) SQL
5 2 (4.88%) R
Qualifications
1 32 (78.05%) Degree
2 23 (56.10%) Computer Science Degree
2 23 (56.10%) DV Cleared
2 23 (56.10%) Security Cleared
3 3 (7.32%) AWS Certification
3 3 (7.32%) Master's Degree
3 3 (7.32%) PhD
4 1 (2.44%) DBS Check
Quality Assurance & Compliance
1 7 (17.07%) Data Quality
System Software
1 28 (68.29%) Docker
Systems Management
1 28 (68.29%) Kubernetes
2 2 (4.88%) Argo
2 2 (4.88%) Grafana
2 2 (4.88%) Kubeflow
2 2 (4.88%) Prometheus
Vendors
1 7 (17.07%) Databricks
2 5 (12.20%) Bloomberg
2 5 (12.20%) Google
2 5 (12.20%) Reuters