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 20 August 2026, with comparisons to the same periods in the previous two years.

6 months to
20 Aug 2026
Same period 2025 Same period 2024
Rank 743 678 768
Rank change year-on-year -65 +90 -5
Permanent jobs citing Jupyter 43 14 36
As % of all permanent jobs in the UK 0.040% 0.028% 0.043%
As % of the Application Platforms category 0.95% 0.32% 0.47%
Number of salaries quoted 30 6 29
10th Percentile - £54,563 £26,250
25th Percentile £33,750 £66,219 £33,750
Median annual salary (50th Percentile) £55,000 £80,000 £80,000
Median % change year-on-year -31.25% - -3.03%
75th Percentile £57,500 £95,625 £87,500
90th Percentile £68,750 £147,500 -
UK excluding London median annual salary £55,000 £65,000 £80,000
% change year-on-year -15.38% -18.75% +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 4,525 4,329 7,624
As % of all permanent jobs advertised in the UK 4.21% 8.68% 9.18%
Number of salaries quoted 3,175 2,935 5,061
10th Percentile £29,000 £29,250 £30,000
25th Percentile £35,563 £36,250 £37,500
Median annual salary (50th Percentile) £50,000 £52,500 £54,000
Median % change year-on-year -4.76% -2.78% -4.42%
75th Percentile £71,250 £75,000 £83,750
90th Percentile £90,000 £105,150 £122,500
UK excluding London median annual salary £45,000 £45,000 £45,000
% change year-on-year - - -5.38%

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 20 August 2026.

Salary histogram for Jupyter in the UK

Jupyter
Top 15 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 20 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
England -69 40 £55,000 -31.25% 74
UK excluding London -67 34 £55,000 -15.38% 69
North of England -15 22 £55,000 -33.33% 18
North East -44 16 £55,000 -15.38% 7
Work from Home -16 11 £55,000 -31.25% 6
London -49 8 £70,000 -61.11% 20
Midlands - 6 £37,500 - 10
Yorkshire -28 5 £37,500 -62.50% 5
West Midlands - 5 £37,500 - 3
South West - 2 £55,000 - 10
Scotland - 2 - - 1
South East -34 1 £37,500 - 19
East Midlands - 1 £37,500 - 7
North West - 1 £50,000 - 8
East of England - 1 - - 11

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 20 (46.51%) Apache
2 19 (44.19%) Apache Spark
3 17 (39.53%) Apache Airflow
4 3 (6.98%) SAS
5 1 (2.33%) Apache Superset
5 1 (2.33%) R Markdown
Applications
1 9 (20.93%) Chatbot
2 8 (18.60%) LaTeX
3 2 (4.65%) Microsoft Excel
Cloud Services
1 30 (69.77%) AWS
2 15 (34.88%) Amazon CloudWatch
2 15 (34.88%) Amazon EC2
2 15 (34.88%) Amazon EMR
2 15 (34.88%) Amazon S3
3 13 (30.23%) Amazon ECR
4 11 (25.58%) Cloud Computing
5 9 (20.93%) Textract
6 4 (9.30%) Azure
7 3 (6.98%) Azure Data Factory
7 3 (6.98%) dbt
7 3 (6.98%) Fivetran
8 2 (4.65%) GitHub
9 1 (2.33%) Azure Functions
9 1 (2.33%) Azure Synapse Analytics
9 1 (2.33%) SaaS
9 1 (2.33%) Serverless
Communications & Networking
1 5 (11.63%) Internet
Database & Business Intelligence
1 15 (34.88%) Amazon Athena
2 13 (30.23%) DynamoDB
3 5 (11.63%) Big Data
3 5 (11.63%) Data Lake
4 3 (6.98%) Airbyte
4 3 (6.98%) Delta Lake
4 3 (6.98%) NoSQL
4 3 (6.98%) Semantic Layer
5 1 (2.33%) Azure SQL Database
5 1 (2.33%) Data Warehouse
5 1 (2.33%) Metabase
5 1 (2.33%) OLAP
5 1 (2.33%) OLAP Cube
5 1 (2.33%) OLTP
5 1 (2.33%) PostgreSQL
5 1 (2.33%) Relational Database
5 1 (2.33%) Spark SQL
5 1 (2.33%) SQL Server
5 1 (2.33%) Star Schema
Development Applications
1 15 (34.88%) GitLab
2 11 (25.58%) Visual Studio Code
3 3 (6.98%) Git
4 2 (4.65%) CircleCI
4 2 (4.65%) Octopus Deploy
General
1 21 (48.84%) Finance
2 15 (34.88%) Social Skills
3 11 (25.58%) Inclusion and Diversity
3 11 (25.58%) Retail
4 10 (23.26%) Analytical Skills
5 9 (20.93%) Manufacturing
6 8 (18.60%) Public Sector
7 3 (6.98%) Legal
8 2 (4.65%) Marketing
9 1 (2.33%) Financial Institution
9 1 (2.33%) Front Office
9 1 (2.33%) Pharmaceutical
Job Titles
1 8 (18.60%) Junior
2 7 (16.28%) AWS DevOps
3 6 (13.95%) Artificial Intelligence Programmer
3 6 (13.95%) Lead
3 6 (13.95%) Programmer
3 6 (13.95%) Test Engineer
3 6 (13.95%) Trainee
3 6 (13.95%) Trainee Programmer
4 5 (11.63%) Data Engineer
5 4 (9.30%) Developer
5 4 (9.30%) Lead Test Engineer
6 3 (6.98%) Artificial Intelligence Developer
6 3 (6.98%) Data Scientist
6 3 (6.98%) Junior Developer
6 3 (6.98%) Security Engineer
7 2 (4.65%) Analyst
8 1 (2.33%) Business Analyst
8 1 (2.33%) Data Analyst
8 1 (2.33%) SQL Analyst
8 1 (2.33%) Technical Analyst
Libraries, Frameworks & Software Standards
1 15 (34.88%) PySpark
1 15 (34.88%) Terraform
2 13 (30.23%) Pandas
3 11 (25.58%) NumPy
3 11 (25.58%) Streamlit
4 9 (20.93%) Hugging Face
4 9 (20.93%) Matplotlib
4 9 (20.93%) scikit-learn
5 3 (6.98%) Apache NiFi
6 1 (2.33%) pgvector
6 1 (2.33%) PostGIS
6 1 (2.33%) REST
Miscellaneous
1 12 (27.91%) Algorithms
2 11 (25.58%) Data Structures
3 8 (18.60%) AI Agents
3 8 (18.60%) Cloud Native
4 3 (6.98%) Distributed Systems
4 3 (6.98%) Product Ownership
5 2 (4.65%) Distributed Computing
5 2 (4.65%) Legacy Systems
6 1 (2.33%) Derivative
6 1 (2.33%) Onboarding
Processes & Methodologies
1 21 (48.84%) Agile
1 21 (48.84%) AI
1 21 (48.84%) CI/CD
1 21 (48.84%) Validation
2 20 (46.51%) Data Engineering
3 19 (44.19%) Data Pipeline
4 18 (41.86%) Data Modelling
4 18 (41.86%) Workflow
5 17 (39.53%) Test Automation
6 16 (37.21%) Mentoring
7 14 (32.56%) DevOps
8 13 (30.23%) Coaching
8 13 (30.23%) Containerisation
8 13 (30.23%) Infrastructure as Code
9 12 (27.91%) Machine Learning
10 10 (23.26%) Analytics
10 10 (23.26%) Data Analysis
10 10 (23.26%) Technical Leadership
11 9 (20.93%) Prompt Engineering
11 9 (20.93%) Sentiment Analysis
Programming Languages
1 43 (100.00%) Python
2 25 (58.14%) SQL
3 9 (20.93%) Java
4 6 (13.95%) Bash
5 3 (6.98%) PL/SQL
5 3 (6.98%) Scala
6 2 (4.65%) VBA
7 1 (2.33%) C#
7 1 (2.33%) T-SQL
Qualifications
1 16 (37.21%) SC Cleared
1 16 (37.21%) Security Cleared
2 10 (23.26%) Degree
3 9 (20.93%) AWS Certification
3 9 (20.93%) AWS Certified Cloud Practitioner
3 9 (20.93%) PhD
4 1 (2.33%) Computer Science Degree
Quality Assurance & Compliance
1 14 (32.56%) Data Quality
2 8 (18.60%) QA
System Software
1 13 (30.23%) Docker
Systems Management
1 3 (6.98%) Kibana
2 2 (4.65%) Kubernetes
Vendors
1 10 (23.26%) Microsoft
2 5 (11.63%) Databricks
3 1 (2.33%) Trend Micro