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 30 September 2026, with comparisons to the same periods in the previous two years.

6 months to
30 Sep 2026
Same period 2025 Same period 2024
Rank 726 627 720
Rank change year-on-year -99 +93 -22
Permanent jobs citing Jupyter 36 14 27
As % of all permanent jobs in England 0.035% 0.033% 0.041%
As % of the Application Platforms category 0.83% 0.40% 0.46%
Number of salaries quoted 22 5 25
10th Percentile £51,250 - £33,750
25th Percentile £52,500 £80,000 £71,250
Median annual salary (50th Percentile) £55,000 £100,000 £80,000
Median % change year-on-year -45.00% +25.00% -3.03%
75th Percentile £57,500 - £87,500
90th Percentile £68,125 £157,000 -
UK median annual salary £55,000 £100,000 £80,000
% change year-on-year -45.00% +25.00% -3.03%

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 4,317 3,501 5,865
As % of all permanent jobs advertised in England 4.16% 8.14% 8.81%
Number of salaries quoted 3,016 2,516 3,492
10th Percentile £29,750 £29,750 £31,250
25th Percentile £36,250 £36,250 £40,000
Median annual salary (50th Percentile) £50,000 £55,000 £57,500
Median % change year-on-year -9.09% -4.35% -
75th Percentile £70,250 £75,000 £92,500
90th Percentile £90,000 £107,500 £129,500
UK median annual salary £50,000 £55,000 £55,930
% change year-on-year -9.09% -1.66% +1.41%

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 30 September 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 30 September 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 -42 25 £55,000 -45.00% 6
North East - 18 £55,000 - 3
London -71 7 £69,187 -50.58% 33
North West - 4 £50,000 - 2
Yorkshire -34 3 - - 1
South West - 2 £55,000 - 3
West Midlands - 1 - - 1
East of England - 1 - - 1
Midlands - 1 - - 2
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 22 (61.11%) Apache
1 22 (61.11%) Apache Airflow
2 21 (58.33%) Apache Spark
3 3 (8.33%) SAS
4 1 (2.78%) Apache Superset
4 1 (2.78%) R Markdown
Applications
1 6 (16.67%) LaTeX
2 2 (5.56%) Microsoft Excel
Cloud Services
1 23 (63.89%) AWS
2 15 (41.67%) Amazon CloudWatch
2 15 (41.67%) Amazon EC2
2 15 (41.67%) Amazon EMR
2 15 (41.67%) Amazon S3
3 13 (36.11%) Amazon ECR
4 9 (25.00%) Textract
5 3 (8.33%) Azure
5 3 (8.33%) dbt
5 3 (8.33%) Fivetran
6 2 (5.56%) Azure Data Factory
6 2 (5.56%) Cloud Computing
6 2 (5.56%) GitHub
7 1 (2.78%) SaaS
Communications & Networking
1 3 (8.33%) Internet
Database & Business Intelligence
1 15 (41.67%) Amazon Athena
2 13 (36.11%) DynamoDB
3 5 (13.89%) Big Data
3 5 (13.89%) Data Lake
4 3 (8.33%) Airbyte
4 3 (8.33%) NoSQL
4 3 (8.33%) Oracle Database
4 3 (8.33%) Semantic Layer
5 2 (5.56%) Delta Lake
6 1 (2.78%) Data Warehouse
6 1 (2.78%) Metabase
6 1 (2.78%) OLAP
6 1 (2.78%) OLAP Cube
6 1 (2.78%) OLTP
6 1 (2.78%) PostgreSQL
6 1 (2.78%) Relational Database
6 1 (2.78%) Star Schema
Development Applications
1 20 (55.56%) GitLab
2 5 (13.89%) Git
3 2 (5.56%) CircleCI
3 2 (5.56%) Octopus Deploy
3 2 (5.56%) Visual Studio Code
General
1 15 (41.67%) Social Skills
2 12 (33.33%) Analytical Skills
2 12 (33.33%) Finance
3 11 (30.56%) Inclusion and Diversity
4 10 (27.78%) Public Sector
5 3 (8.33%) Legal
6 2 (5.56%) Marketing
6 2 (5.56%) Retail
7 1 (2.78%) Front Office
7 1 (2.78%) Pharmaceutical
Job Titles
1 7 (19.44%) AWS DevOps
2 6 (16.67%) Lead
2 6 (16.67%) Test Engineer
3 5 (13.89%) Data Engineer
4 4 (11.11%) Lead Test Engineer
5 3 (8.33%) Data Scientist
5 3 (8.33%) Developer
5 3 (8.33%) Full-Stack Engineer
5 3 (8.33%) Junior
5 3 (8.33%) Security Engineer
5 3 (8.33%) Senior
5 3 (8.33%) Senior Data Warehouse Specialist
5 3 (8.33%) Senior Full-Stack Engineer
6 2 (5.56%) Software Developer
7 1 (2.78%) Analyst
7 1 (2.78%) Data Analyst
7 1 (2.78%) Python Developer
7 1 (2.78%) SQL Analyst
7 1 (2.78%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 17 (47.22%) PySpark
1 17 (47.22%) Terraform
2 4 (11.11%) Pandas
3 3 (8.33%) Apache NiFi
4 2 (5.56%) NumPy
4 2 (5.56%) Streamlit
5 1 (2.78%) pgvector
5 1 (2.78%) PostGIS
5 1 (2.78%) REST
Miscellaneous
1 11 (30.56%) Data Structures
2 8 (22.22%) Cloud Native
3 6 (16.67%) AI Agents
4 3 (8.33%) Algorithms
4 3 (8.33%) Distributed Systems
4 3 (8.33%) Product Ownership
5 2 (5.56%) Distributed Computing
5 2 (5.56%) Legacy Systems
6 1 (2.78%) Derivative
Processes & Methodologies
1 23 (63.89%) Agile
2 22 (61.11%) CI/CD
2 22 (61.11%) Data Engineering
3 21 (58.33%) Data Pipeline
4 20 (55.56%) Data Modelling
5 19 (52.78%) Test Automation
6 18 (50.00%) Mentoring
6 18 (50.00%) Validation
7 16 (44.44%) DevOps
8 15 (41.67%) Containerisation
8 15 (41.67%) Infrastructure as Code
9 13 (36.11%) AI
9 13 (36.11%) Coaching
9 13 (36.11%) Data Analysis
9 13 (36.11%) Problem-Solving
10 11 (30.56%) Workflow
11 10 (27.78%) Analytics
11 10 (27.78%) Mathematics
11 10 (27.78%) Technical Leadership
12 9 (25.00%) User-Centered Design (UCD)
Programming Languages
1 36 (100.00%) Python
2 27 (75.00%) SQL
3 12 (33.33%) Java
4 6 (16.67%) Bash
5 3 (8.33%) PL/SQL
5 3 (8.33%) Scala
6 2 (5.56%) VBA
7 1 (2.78%) C#
Qualifications
1 18 (50.00%) SC Cleared
1 18 (50.00%) Security Cleared
2 11 (30.56%) Degree
3 7 (19.44%) PhD
4 4 (11.11%) Computer Science Degree
5 2 (5.56%) AWS Certification
Quality Assurance & Compliance
1 17 (47.22%) Data Quality
2 7 (19.44%) QA
System Software
1 15 (41.67%) Docker
Systems Management
1 3 (8.33%) Kibana
2 2 (5.56%) Kubernetes
Vendors
1 5 (13.89%) Databricks
2 3 (8.33%) Oracle
3 1 (2.78%) Microsoft
3 1 (2.78%) Trend Micro