Jupyter Job Trends in England

Jupyter (JupyterHub, JupyterLab)
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Jupyter skills. It covers permanent job vacancies from the 6 months leading up to 26 August 2026, with comparisons to the same periods in the previous two years.

6 months to
26 Aug 2026
Same period 2025 Same period 2024
Rank 705 633 730
Rank change year-on-year -72 +97 +9
Permanent jobs citing Jupyter 39 13 29
As % of all permanent jobs in England 0.040% 0.030% 0.040%
As % of the Application Platforms category 0.96% 0.34% 0.44%
Number of salaries quoted 27 4 24
10th Percentile £33,750 - £33,750
25th Percentile £39,375 £80,000 £60,000
Median annual salary (50th Percentile) £55,000 £90,000 £80,000
Median % change year-on-year -38.89% +12.50% -5.88%
75th Percentile £57,500 £123,750 £87,500
90th Percentile £62,000 £166,500 -
UK median annual salary £55,000 £80,000 £80,000
% change year-on-year -31.25% - -5.88%

All Application Platform Skills
England

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 in England.

Permanent vacancies with a requirement for application platform skills 4,070 3,798 6,663
As % of all permanent jobs advertised in England 4.22% 8.68% 9.13%
Number of salaries quoted 2,939 2,751 4,591
10th Percentile £29,543 £29,250 £30,500
25th Percentile £36,250 £36,250 £38,750
Median annual salary (50th Percentile) £51,000 £52,500 £55,000
Median % change year-on-year -2.86% -4.55% -4.35%
75th Percentile £71,250 £75,000 £87,500
90th Percentile £90,000 £107,500 £122,500
UK median annual salary £50,000 £52,500 £54,500
% change year-on-year -4.76% -3.67% -2.68%

Jupyter
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Jupyter relative to all permanent IT jobs advertised in England.

Jupyter job vacancy trend in England

Jupyter
Salary Trend in England

Salary distribution trend for jobs in England citing Jupyter.

Salary distribution trend for jobs in England citing Jupyter

Jupyter
Salary Histogram in England

Salary distribution for jobs citing Jupyter in England over the 6 months to 26 August 2026.

Salary histogram for Jupyter in England

Jupyter
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Jupyter within the England region over the 6 months to 26 August 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
North of England -27 23 £55,000 -45.00% 3
North East - 16 £55,000 -
London -56 7 £69,187 -61.56% 29
Yorkshire -33 5 £37,500 -62.50%
Midlands - 5 £37,500 -
West Midlands - 4 £37,500 -
South West - 2 £55,000 - 3
North West - 2 £50,000 - 3
South East -34 1 £37,500 - 2
East Midlands - 1 £37,500 -
East of England - 1 - - 1
Jupyter
UK

Jupyter
Co-Occurring Skills & Capabilities in England 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 20 (51.28%) Apache
2 19 (48.72%) Apache Spark
3 18 (46.15%) Apache Airflow
4 3 (7.69%) SAS
5 1 (2.56%) Apache Superset
5 1 (2.56%) R Markdown
Applications
1 7 (17.95%) Chatbot
2 6 (15.38%) LaTeX
3 2 (5.13%) Microsoft Excel
Cloud Services
1 28 (71.79%) AWS
2 15 (38.46%) Amazon CloudWatch
2 15 (38.46%) Amazon EC2
2 15 (38.46%) Amazon EMR
2 15 (38.46%) Amazon S3
3 13 (33.33%) Amazon ECR
4 9 (23.08%) Cloud Computing
4 9 (23.08%) Textract
5 3 (7.69%) Azure
5 3 (7.69%) dbt
5 3 (7.69%) Fivetran
6 2 (5.13%) Azure Data Factory
6 2 (5.13%) GitHub
7 1 (2.56%) SaaS
Communications & Networking
1 3 (7.69%) Internet
Database & Business Intelligence
1 15 (38.46%) Amazon Athena
2 13 (33.33%) DynamoDB
3 5 (12.82%) Big Data
3 5 (12.82%) Data Lake
4 3 (7.69%) Airbyte
4 3 (7.69%) NoSQL
4 3 (7.69%) Semantic Layer
5 2 (5.13%) Delta Lake
6 1 (2.56%) Data Warehouse
6 1 (2.56%) Metabase
6 1 (2.56%) OLAP
6 1 (2.56%) OLAP Cube
6 1 (2.56%) OLTP
6 1 (2.56%) Oracle Database
6 1 (2.56%) PostgreSQL
6 1 (2.56%) Relational Database
6 1 (2.56%) Star Schema
Development Applications
1 16 (41.03%) GitLab
2 9 (23.08%) Visual Studio Code
3 3 (7.69%) Git
4 2 (5.13%) CircleCI
4 2 (5.13%) Octopus Deploy
General
1 17 (43.59%) Finance
2 13 (33.33%) Social Skills
3 11 (28.21%) Inclusion and Diversity
4 10 (25.64%) Analytical Skills
5 9 (23.08%) Retail
6 8 (20.51%) Public Sector
7 7 (17.95%) Manufacturing
8 3 (7.69%) Legal
9 2 (5.13%) Marketing
10 1 (2.56%) Front Office
10 1 (2.56%) Pharmaceutical
Job Titles
1 7 (17.95%) AWS DevOps
2 6 (15.38%) Junior
2 6 (15.38%) Lead
2 6 (15.38%) Test Engineer
3 5 (12.82%) Data Engineer
4 4 (10.26%) Artificial Intelligence Programmer
4 4 (10.26%) Developer
4 4 (10.26%) Lead Test Engineer
4 4 (10.26%) Programmer
4 4 (10.26%) Trainee
4 4 (10.26%) Trainee Programmer
5 3 (7.69%) Artificial Intelligence Developer
5 3 (7.69%) Data Scientist
5 3 (7.69%) Junior Developer
5 3 (7.69%) Security Engineer
6 1 (2.56%) Analyst
6 1 (2.56%) Python Developer
6 1 (2.56%) Senior Data Warehouse Specialist
6 1 (2.56%) SQL Analyst
6 1 (2.56%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 15 (38.46%) PySpark
1 15 (38.46%) Terraform
2 11 (28.21%) Pandas
3 9 (23.08%) NumPy
3 9 (23.08%) Streamlit
4 7 (17.95%) Hugging Face
4 7 (17.95%) Matplotlib
4 7 (17.95%) scikit-learn
5 3 (7.69%) Apache NiFi
6 1 (2.56%) pgvector
6 1 (2.56%) PostGIS
6 1 (2.56%) REST
Miscellaneous
1 11 (28.21%) Data Structures
2 10 (25.64%) Algorithms
3 8 (20.51%) Cloud Native
4 6 (15.38%) AI Agents
5 3 (7.69%) Distributed Systems
5 3 (7.69%) Product Ownership
6 2 (5.13%) Distributed Computing
6 2 (5.13%) Legacy Systems
7 1 (2.56%) Derivative
Processes & Methodologies
1 21 (53.85%) Agile
2 20 (51.28%) CI/CD
2 20 (51.28%) Data Engineering
3 19 (48.72%) Data Pipeline
4 18 (46.15%) AI
4 18 (46.15%) Data Modelling
4 18 (46.15%) Validation
5 17 (43.59%) Test Automation
6 16 (41.03%) Mentoring
6 16 (41.03%) Workflow
7 14 (35.90%) DevOps
8 13 (33.33%) Coaching
8 13 (33.33%) Containerisation
8 13 (33.33%) Infrastructure as Code
9 11 (28.21%) Data Analysis
10 10 (25.64%) Analytics
10 10 (25.64%) Machine Learning
10 10 (25.64%) Technical Leadership
11 9 (23.08%) Problem-Solving
12 8 (20.51%) Customer Requirements
Programming Languages
1 39 (100.00%) Python
2 25 (64.10%) SQL
3 10 (25.64%) Java
4 6 (15.38%) Bash
5 3 (7.69%) PL/SQL
5 3 (7.69%) Scala
6 2 (5.13%) VBA
7 1 (2.56%) C#
Qualifications
1 16 (41.03%) SC Cleared
1 16 (41.03%) Security Cleared
2 9 (23.08%) Degree
3 7 (17.95%) AWS Certification
3 7 (17.95%) AWS Certified Cloud Practitioner
3 7 (17.95%) PhD
4 2 (5.13%) Computer Science Degree
Quality Assurance & Compliance
1 15 (38.46%) Data Quality
2 7 (17.95%) QA
System Software
1 13 (33.33%) Docker
Systems Management
1 3 (7.69%) Kibana
2 2 (5.13%) Kubernetes
Vendors
1 8 (20.51%) Microsoft
2 5 (12.82%) Databricks
3 1 (2.56%) Oracle
3 1 (2.56%) Trend Micro