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 14 May 2026, with comparisons to the same periods in the previous two years.

6 months to
14 May 2026
Same period 2025 Same period 2024
Rank 638 623 831
Rank change year-on-year -15 +208 +77
Permanent jobs citing Jupyter 74 40 49
As % of all permanent jobs in the UK 0.082% 0.092% 0.051%
As % of the Application Platforms category 2.00% 0.96% 0.48%
Number of salaries quoted 71 15 42
10th Percentile - £50,500 £33,750
25th Percentile £33,750 £55,000 £60,938
Median annual salary (50th Percentile) £37,500 £65,000 £75,000
Median % change year-on-year -42.31% -13.33% +7.14%
75th Percentile £41,250 £85,000 £87,500
90th Percentile £58,072 £95,000 -
UK excluding London median annual salary £37,500 £65,000 £80,000
% change year-on-year -42.31% -18.75% +18.52%

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 3,702 4,177 10,124
As % of all permanent jobs advertised in the UK 4.08% 9.62% 10.50%
Number of salaries quoted 2,614 2,823 7,078
10th Percentile £28,500 £30,000 £27,500
25th Percentile £33,750 £37,494 £34,000
Median annual salary (50th Percentile) £50,175 £55,000 £50,000
Median % change year-on-year -8.77% +10.00% -9.09%
75th Percentile £72,500 £77,375 £68,750
90th Percentile £93,750 £110,000 £95,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -10.53%

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 14 May 2026.

Salary histogram for Jupyter in the UK

Jupyter
Top 14 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 14 May 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 -12 68 £37,500 -44.44% 63
UK excluding London -49 54 £37,500 -42.31% 61
North of England 0 32 £37,500 -46.43% 21
London -1 19 £57,661 -3.90% 23
North West - 13 £37,500 - 8
Yorkshire -53 11 £37,500 -62.50% 6
Midlands -26 9 £37,500 - 10
West Midlands -17 8 £37,500 - 4
North East -33 8 £37,500 -46.43% 7
South West -58 7 £37,500 - 7
Scotland +3 5 £37,500 -42.31% 5
Work from Home -23 4 £53,750 -15.02% 10
South East - 1 £37,500 - 13
East Midlands - 1 £37,500 - 6

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 5 (6.76%) Apache
1 5 (6.76%) Apache Spark
2 3 (4.05%) Apache Airflow
3 1 (1.35%) SAS
Applications
1 54 (72.97%) Chatbot
2 1 (1.35%) Microsoft Excel
Cloud Services
1 59 (79.73%) AWS
2 55 (74.32%) Cloud Computing
3 4 (5.41%) Azure
4 3 (4.05%) Amazon CloudWatch
4 3 (4.05%) Amazon EC2
4 3 (4.05%) Amazon EMR
4 3 (4.05%) Amazon S3
5 2 (2.70%) Azure Data Factory
6 1 (1.35%) Amazon ECR
6 1 (1.35%) Azure Functions
6 1 (1.35%) Azure Synapse Analytics
6 1 (1.35%) Fivetran
6 1 (1.35%) Serverless
Communications & Networking
1 1 (1.35%) TCAP
Database & Business Intelligence
1 3 (4.05%) Amazon Athena
1 3 (4.05%) DynamoDB
2 2 (2.70%) SQL Server
3 1 (1.35%) Airbyte
3 1 (1.35%) Azure SQL Database
3 1 (1.35%) Big Data
3 1 (1.35%) Data Lake
3 1 (1.35%) Data Mining
3 1 (1.35%) Delta Lake
3 1 (1.35%) Hadoop
3 1 (1.35%) NoSQL
3 1 (1.35%) PostgreSQL
3 1 (1.35%) Relational Database
3 1 (1.35%) Spark SQL
Development Applications
1 55 (74.32%) Visual Studio Code
2 3 (4.05%) Git
2 3 (4.05%) GitLab
General
1 59 (79.73%) Finance
2 54 (72.97%) Manufacturing
2 54 (72.97%) Retail
3 12 (16.22%) Inclusion and Diversity
4 4 (5.41%) Social Skills
5 3 (4.05%) Analytical Skills
5 3 (4.05%) Legal
5 3 (4.05%) Public Sector
6 1 (1.35%) Documentation Skills
6 1 (1.35%) Financial Institution
6 1 (1.35%) Front Office
Job Titles
1 51 (68.92%) Artificial Intelligence Programmer
1 51 (68.92%) Programmer
1 51 (68.92%) Trainee
1 51 (68.92%) Trainee Programmer
2 11 (14.86%) Senior
3 6 (8.11%) Developer
4 3 (4.05%) Artificial Intelligence Developer
4 3 (4.05%) Junior
4 3 (4.05%) Junior Developer
4 3 (4.05%) Python Developer
4 3 (4.05%) Test Engineer
5 1 (1.35%) Analyst
5 1 (1.35%) Business Analyst
5 1 (1.35%) Data Migration Developer
5 1 (1.35%) Lead
5 1 (1.35%) Quantitative Developer
5 1 (1.35%) Security Engineer
5 1 (1.35%) Software Developer
5 1 (1.35%) Technical Analyst
5 1 (1.35%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 57 (77.03%) Pandas
2 56 (75.68%) NumPy
3 54 (72.97%) Hugging Face
3 54 (72.97%) Matplotlib
3 54 (72.97%) scikit-learn
3 54 (72.97%) Streamlit
4 10 (13.51%) PyTorch
5 2 (2.70%) PySpark
5 2 (2.70%) REST
6 1 (1.35%) Apache NiFi
6 1 (1.35%) FastAPI
6 1 (1.35%) Flask
6 1 (1.35%) Google JAX
6 1 (1.35%) JAX
6 1 (1.35%) XGBoost
Miscellaneous
1 55 (74.32%) Algorithms
2 3 (4.05%) Cloud Native
2 3 (4.05%) Distributed Computing
3 2 (2.70%) Data Structures
3 2 (2.70%) Legacy Systems
4 1 (1.35%) Blockchain
4 1 (1.35%) Credit Risk
4 1 (1.35%) Derivative
4 1 (1.35%) Legacy Code
4 1 (1.35%) Market Risk
4 1 (1.35%) Onboarding
4 1 (1.35%) Product Ownership
4 1 (1.35%) Reinsurance
Processes & Methodologies
1 65 (87.84%) AI
1 65 (87.84%) Machine Learning
2 63 (85.14%) LLM
3 55 (74.32%) Workflow
4 54 (72.97%) Artificial Intelligence Engineering
4 54 (72.97%) Conversational UI
4 54 (72.97%) Customer Service
4 54 (72.97%) Data Privacy
4 54 (72.97%) Neural Network
4 54 (72.97%) OO
4 54 (72.97%) OOP
4 54 (72.97%) Prompt Engineering
4 54 (72.97%) Retrieval-Augmented Generation
4 54 (72.97%) Sentiment Analysis
4 54 (72.97%) Visualisation
5 13 (17.57%) Test Automation
6 12 (16.22%) Data Science
7 11 (14.86%) Computer Science
7 11 (14.86%) Mathematics
8 10 (13.51%) Physics
Programming Languages
1 74 (100.00%) Python
2 9 (12.16%) SQL
3 5 (6.76%) Java
4 3 (4.05%) Bash
5 2 (2.70%) MATLAB
5 2 (2.70%) R
6 1 (1.35%) C#
6 1 (1.35%) Julia
6 1 (1.35%) PL/SQL
6 1 (1.35%) Scala
6 1 (1.35%) T-SQL
6 1 (1.35%) VBA
Qualifications
1 54 (72.97%) AWS Certification
1 54 (72.97%) AWS Certified Cloud Practitioner
2 12 (16.22%) Degree
2 12 (16.22%) SC Cleared
2 12 (16.22%) Security Cleared
3 10 (13.51%) PhD
4 1 (1.35%) Computer Science Degree
4 1 (1.35%) Master's Degree
4 1 (1.35%) MBA
Quality Assurance & Compliance
1 4 (5.41%) Data Quality
1 4 (5.41%) QA
System Software
1 1 (1.35%) Docker
Systems Management
1 1 (1.35%) Kibana
1 1 (1.35%) Terraform
Vendors
1 55 (74.32%) Microsoft
2 2 (2.70%) Databricks
3 1 (1.35%) Intel