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

6 months to
21 May 2026
Same period 2025 Same period 2024
Rank 657 623 839
Rank change year-on-year -34 +216 +72
Permanent jobs citing Jupyter 75 39 49
As % of all permanent jobs in the UK 0.081% 0.089% 0.050%
As % of the Application Platforms category 2.00% 0.94% 0.48%
Number of salaries quoted 71 15 41
10th Percentile - £50,500 £33,750
25th Percentile £33,750 £55,000 £60,000
Median annual salary (50th Percentile) £37,500 £65,000 £75,000
Median % change year-on-year -42.31% -13.33% -
75th Percentile £41,250 £85,000 £87,500
90th Percentile £58,072 £98,000 -
UK excluding London median annual salary £37,500 £65,000 £80,000
% change year-on-year -42.31% -18.75% +14.29%

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 3,753 4,146 10,137
As % of all permanent jobs advertised in the UK 4.07% 9.44% 10.43%
Number of salaries quoted 2,662 2,800 7,083
10th Percentile £28,500 £30,000 £27,500
25th Percentile £33,813 £37,428 £34,000
Median annual salary (50th Percentile) £50,000 £55,000 £50,000
Median % change year-on-year -9.09% +10.00% -10.45%
75th Percentile £72,500 £76,250 £70,000
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% -11.27%

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 21 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 21 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 -24 69 £37,500 -44.44% 67
UK excluding London -34 55 £37,500 -42.31% 68
North of England -9 33 £37,500 -46.43% 21
London -13 19 £57,661 -3.90% 18
North West - 13 £37,500 - 9
Yorkshire -31 11 £37,500 -62.50% 5
Midlands -20 9 £37,500 - 11
North East -35 9 £37,500 -46.43% 7
West Midlands -34 8 £37,500 - 4
South West -69 7 £37,500 - 12
Scotland +2 5 £37,500 -42.31% 5
Work from Home +2 4 £53,750 -15.02% 11
South East - 1 £37,500 - 13
East Midlands - 1 £37,500 - 7

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 7 (9.33%) Apache
1 7 (9.33%) Apache Spark
2 4 (5.33%) Apache Airflow
3 2 (2.67%) SAS
Applications
1 54 (72.00%) Chatbot
2 1 (1.33%) Microsoft Excel
Cloud Services
1 61 (81.33%) AWS
2 55 (73.33%) Cloud Computing
3 4 (5.33%) Amazon CloudWatch
3 4 (5.33%) Amazon EC2
3 4 (5.33%) Amazon EMR
3 4 (5.33%) Amazon S3
3 4 (5.33%) Azure
4 2 (2.67%) Amazon ECR
4 2 (2.67%) Azure Data Factory
4 2 (2.67%) Fivetran
5 1 (1.33%) Azure Functions
5 1 (1.33%) Azure Synapse Analytics
5 1 (1.33%) Serverless
5 1 (1.33%) Textract
Communications & Networking
1 1 (1.33%) TCAP
Database & Business Intelligence
1 4 (5.33%) Amazon Athena
1 4 (5.33%) DynamoDB
2 2 (2.67%) Airbyte
2 2 (2.67%) NoSQL
2 2 (2.67%) SQL Server
3 1 (1.33%) Azure SQL Database
3 1 (1.33%) Big Data
3 1 (1.33%) Data Lake
3 1 (1.33%) Data Mining
3 1 (1.33%) Delta Lake
3 1 (1.33%) Hadoop
3 1 (1.33%) PostgreSQL
3 1 (1.33%) Relational Database
3 1 (1.33%) Spark SQL
Development Applications
1 55 (73.33%) Visual Studio Code
2 4 (5.33%) GitLab
3 3 (4.00%) Git
General
1 58 (77.33%) Finance
2 54 (72.00%) Manufacturing
2 54 (72.00%) Retail
3 13 (17.33%) Inclusion and Diversity
4 5 (6.67%) Social Skills
5 3 (4.00%) Analytical Skills
5 3 (4.00%) Legal
5 3 (4.00%) Public Sector
6 1 (1.33%) Financial Institution
6 1 (1.33%) Front Office
Job Titles
1 51 (68.00%) Artificial Intelligence Programmer
1 51 (68.00%) Programmer
1 51 (68.00%) Trainee
1 51 (68.00%) Trainee Programmer
2 11 (14.67%) Senior
3 5 (6.67%) Developer
4 3 (4.00%) Artificial Intelligence Developer
4 3 (4.00%) Junior
4 3 (4.00%) Junior Developer
4 3 (4.00%) Test Engineer
5 2 (2.67%) Data Engineer
5 2 (2.67%) Python Developer
5 2 (2.67%) Security Engineer
6 1 (1.33%) AWS DevOps
6 1 (1.33%) Data Migration Developer
6 1 (1.33%) Full-Stack Engineer
6 1 (1.33%) Lead
6 1 (1.33%) Lead Test Engineer
6 1 (1.33%) Senior Full-Stack Engineer
6 1 (1.33%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 56 (74.67%) Pandas
2 55 (73.33%) NumPy
3 54 (72.00%) Hugging Face
3 54 (72.00%) Matplotlib
3 54 (72.00%) scikit-learn
3 54 (72.00%) Streamlit
4 9 (12.00%) PyTorch
5 3 (4.00%) PySpark
6 2 (2.67%) Apache NiFi
6 2 (2.67%) REST
7 1 (1.33%) FastAPI
7 1 (1.33%) Flask
Miscellaneous
1 55 (73.33%) Algorithms
2 3 (4.00%) Cloud Native
2 3 (4.00%) Data Structures
2 3 (4.00%) Distributed Computing
3 2 (2.67%) Legacy Systems
3 2 (2.67%) Product Ownership
4 1 (1.33%) Credit Risk
4 1 (1.33%) Derivative
4 1 (1.33%) Legacy Code
4 1 (1.33%) Market Risk
4 1 (1.33%) Onboarding
4 1 (1.33%) Reinsurance
Processes & Methodologies
1 65 (86.67%) AI
2 64 (85.33%) Machine Learning
3 63 (84.00%) LLM
4 56 (74.67%) Workflow
5 54 (72.00%) Artificial Intelligence Engineering
5 54 (72.00%) Conversational UI
5 54 (72.00%) Customer Service
5 54 (72.00%) Data Privacy
5 54 (72.00%) Neural Network
5 54 (72.00%) OO
5 54 (72.00%) OOP
5 54 (72.00%) Prompt Engineering
5 54 (72.00%) Retrieval-Augmented Generation
5 54 (72.00%) Sentiment Analysis
5 54 (72.00%) Visualisation
6 15 (20.00%) Test Automation
7 13 (17.33%) Data Science
8 11 (14.67%) Computer Science
8 11 (14.67%) Mathematics
9 10 (13.33%) Physics
Programming Languages
1 75 (100.00%) Python
2 11 (14.67%) SQL
3 6 (8.00%) Java
4 3 (4.00%) Bash
5 2 (2.67%) MATLAB
5 2 (2.67%) PL/SQL
5 2 (2.67%) R
5 2 (2.67%) Scala
6 1 (1.33%) C#
6 1 (1.33%) Julia
6 1 (1.33%) T-SQL
6 1 (1.33%) VBA
Qualifications
1 54 (72.00%) AWS Certification
1 54 (72.00%) AWS Certified Cloud Practitioner
2 13 (17.33%) SC Cleared
2 13 (17.33%) Security Cleared
3 12 (16.00%) Degree
4 10 (13.33%) PhD
5 1 (1.33%) Computer Science Degree
5 1 (1.33%) Master's Degree
5 1 (1.33%) MBA
Quality Assurance & Compliance
1 5 (6.67%) Data Quality
2 4 (5.33%) QA
System Software
1 2 (2.67%) Docker
Systems Management
1 2 (2.67%) Kibana
1 2 (2.67%) Terraform
Vendors
1 55 (73.33%) Microsoft
2 2 (2.67%) Databricks
3 1 (1.33%) Intel