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

6 months to
29 Sep 2026
Same period 2025 Same period 2024
Rank 767 646 739
Rank change year-on-year -121 +93 -19
Permanent jobs citing Jupyter 38 14 27
As % of all permanent jobs in the UK 0.032% 0.029% 0.036%
As % of the Application Platforms category 0.79% 0.35% 0.42%
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 excluding London median annual salary £55,000 £100,000 £80,000
% change year-on-year -45.00% +25.00% +4.74%

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 4,780 3,985 6,464
As % of all permanent jobs advertised in the UK 4.06% 8.12% 8.61%
Number of salaries quoted 3,268 2,637 3,815
10th Percentile £29,000 £29,700 £31,250
25th Percentile £36,250 £36,250 £40,000
Median annual salary (50th Percentile) £50,000 £55,000 £55,000
Median % change year-on-year -9.09% - -1.79%
75th Percentile £70,000 £75,000 £90,000
90th Percentile £87,875 £107,500 £122,500
UK excluding London median annual salary £45,000 £45,000 £47,500
% change year-on-year - -5.26% -

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 29 September 2026.

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 29 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
England -120 35 £55,000 -45.00% 42
UK excluding London -104 30 £55,000 -45.00% 16
North of England -49 24 £55,000 -45.00% 6
North East - 18 £55,000 - 3
Work from Home -32 11 £55,000 -31.25% 21
London -66 7 £69,187 -50.58% 31
Yorkshire -31 3 - - 1
North West - 3 £50,000 - 2
South West - 2 £55,000 - 3
Scotland - 2 - - 2
West Midlands - 1 - - 1
East of England - 1 - - 1
Midlands - 1 - - 2

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 22 (57.89%) Apache
2 21 (55.26%) Apache Airflow
2 21 (55.26%) Apache Spark
3 3 (7.89%) SAS
4 1 (2.63%) Apache Superset
4 1 (2.63%) R Markdown
Applications
1 8 (21.05%) LaTeX
2 2 (5.26%) Microsoft Excel
3 1 (2.63%) Chatbot
Cloud Services
1 24 (63.16%) AWS
2 15 (39.47%) Amazon CloudWatch
2 15 (39.47%) Amazon EC2
2 15 (39.47%) Amazon EMR
2 15 (39.47%) Amazon S3
3 13 (34.21%) Amazon ECR
4 9 (23.68%) Textract
5 3 (7.89%) Azure
5 3 (7.89%) Cloud Computing
5 3 (7.89%) dbt
5 3 (7.89%) Fivetran
6 2 (5.26%) Azure Data Factory
6 2 (5.26%) GitHub
7 1 (2.63%) SaaS
Communications & Networking
1 5 (13.16%) Internet
Database & Business Intelligence
1 15 (39.47%) Amazon Athena
2 13 (34.21%) DynamoDB
3 5 (13.16%) Big Data
3 5 (13.16%) Data Lake
4 3 (7.89%) Airbyte
4 3 (7.89%) NoSQL
4 3 (7.89%) Semantic Layer
5 2 (5.26%) Delta Lake
5 2 (5.26%) Oracle Database
6 1 (2.63%) Data Warehouse
6 1 (2.63%) Metabase
6 1 (2.63%) OLAP
6 1 (2.63%) OLAP Cube
6 1 (2.63%) OLTP
6 1 (2.63%) PostgreSQL
6 1 (2.63%) Relational Database
6 1 (2.63%) Star Schema
Development Applications
1 19 (50.00%) GitLab
2 5 (13.16%) Git
3 3 (7.89%) Visual Studio Code
4 2 (5.26%) CircleCI
4 2 (5.26%) Octopus Deploy
General
1 17 (44.74%) Social Skills
2 14 (36.84%) Finance
3 12 (31.58%) Analytical Skills
4 11 (28.95%) Inclusion and Diversity
5 10 (26.32%) Public Sector
6 3 (7.89%) Legal
6 3 (7.89%) Retail
7 2 (5.26%) Marketing
8 1 (2.63%) Front Office
8 1 (2.63%) Manufacturing
8 1 (2.63%) Pharmaceutical
Job Titles
1 7 (18.42%) AWS DevOps
2 6 (15.79%) Lead
2 6 (15.79%) Test Engineer
3 5 (13.16%) Data Engineer
3 5 (13.16%) Junior
4 4 (10.53%) Lead Test Engineer
5 3 (7.89%) Data Scientist
5 3 (7.89%) Developer
5 3 (7.89%) Security Engineer
6 2 (5.26%) Full-Stack Engineer
6 2 (5.26%) Senior
6 2 (5.26%) Senior Data Warehouse Specialist
6 2 (5.26%) Senior Full-Stack Engineer
6 2 (5.26%) Software Developer
7 1 (2.63%) Analyst
7 1 (2.63%) Data Analyst
7 1 (2.63%) Programmer
7 1 (2.63%) Python Developer
7 1 (2.63%) Trainee
7 1 (2.63%) Trainee Programmer
Libraries, Frameworks & Software Standards
1 17 (44.74%) Terraform
2 16 (42.11%) PySpark
3 5 (13.16%) Pandas
4 3 (7.89%) Apache NiFi
4 3 (7.89%) NumPy
4 3 (7.89%) Streamlit
5 1 (2.63%) Hugging Face
5 1 (2.63%) Matplotlib
5 1 (2.63%) pgvector
5 1 (2.63%) PostGIS
5 1 (2.63%) REST
5 1 (2.63%) scikit-learn
Miscellaneous
1 11 (28.95%) Data Structures
2 8 (21.05%) AI Agents
2 8 (21.05%) Cloud Native
3 4 (10.53%) Algorithms
4 3 (7.89%) Distributed Systems
4 3 (7.89%) Product Ownership
5 2 (5.26%) Distributed Computing
5 2 (5.26%) Legacy Systems
6 1 (2.63%) Derivative
Processes & Methodologies
1 23 (60.53%) Agile
2 22 (57.89%) CI/CD
2 22 (57.89%) Data Engineering
3 21 (55.26%) Data Pipeline
4 20 (52.63%) Validation
5 19 (50.00%) Data Modelling
5 19 (50.00%) Test Automation
6 18 (47.37%) Mentoring
7 16 (42.11%) DevOps
8 15 (39.47%) AI
8 15 (39.47%) Containerisation
8 15 (39.47%) Infrastructure as Code
9 13 (34.21%) Coaching
10 12 (31.58%) Data Analysis
10 12 (31.58%) Problem-Solving
10 12 (31.58%) Workflow
11 11 (28.95%) Mathematics
12 10 (26.32%) Analytics
12 10 (26.32%) Technical Leadership
13 9 (23.68%) User-Centered Design (UCD)
Programming Languages
1 38 (100.00%) Python
2 26 (68.42%) SQL
3 11 (28.95%) Java
4 6 (15.79%) Bash
5 3 (7.89%) PL/SQL
5 3 (7.89%) Scala
6 2 (5.26%) VBA
7 1 (2.63%) C#
Qualifications
1 18 (47.37%) SC Cleared
1 18 (47.37%) Security Cleared
2 12 (31.58%) Degree
3 9 (23.68%) PhD
4 3 (7.89%) AWS Certification
4 3 (7.89%) Computer Science Degree
5 1 (2.63%) AWS Certified Cloud Practitioner
Quality Assurance & Compliance
1 16 (42.11%) Data Quality
2 7 (18.42%) QA
System Software
1 15 (39.47%) Docker
Systems Management
1 3 (7.89%) Kibana
2 2 (5.26%) Kubernetes
Vendors
1 5 (13.16%) Databricks
2 2 (5.26%) Microsoft
2 2 (5.26%) Oracle
3 1 (2.63%) Trend Micro