Jupyter (JupyterHub, JupyterLab)
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Jupyter skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Jupyter over the 6 months to 3 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 856 946 991
Rank change year-on-year +90 +45 -140
Permanent jobs citing Jupyter 48 47 240
As % of all permanent jobs advertised in the UK 0.049% 0.045% 0.15%
As % of the Application Platforms category 0.45% 0.40% 1.10%
Number of salaries quoted 41 36 57
10th Percentile £33,750 £50,000 -
25th Percentile £63,750 £57,500 £42,500
Median annual salary (50th Percentile) £75,000 £70,000 £60,000
Median % change year-on-year +7.14% +16.67% -
75th Percentile £87,500 £86,250 £80,000
90th Percentile - £95,000 £109,750
UK excluding London median annual salary £80,000 £67,500 £60,000
% change year-on-year +18.52% +12.50% +9.09%

All Application Platform Skills
UK

Jupyter is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for application platform skills.

Permanent vacancies with a requirement for application platform skills 10,731 11,885 21,726
As % of all permanent jobs advertised in the UK 10.88% 11.45% 13.88%
Number of salaries quoted 7,090 7,873 11,772
10th Percentile £27,500 £31,250 £28,500
25th Percentile £34,000 £40,000 £37,500
Median annual salary (50th Percentile) £50,000 £55,000 £54,255
Median % change year-on-year -9.09% +1.37% +3.34%
75th Percentile £67,500 £77,500 £73,750
90th Percentile £92,500 £95,200 £92,500
UK excluding London median annual salary £42,500 £47,500 £45,000
% change year-on-year -10.53% +5.56% -

Jupyter
Job Vacancy Trend

Job postings citing Jupyter as a proportion of all IT jobs advertised.

Job vacancy trend for Jupyter in the UK

Jupyter
Salary Trend

3-month moving average salary quoted in jobs citing Jupyter.

Salary trend for Jupyter in the UK

Jupyter
Salary Histogram

Salary distribution for jobs citing Jupyter over the 6 months to 3 May 2024.

Salary histogram for Jupyter in the UK

Jupyter
Top 10 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 3 May 2024. 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 +88 42 £75,000 - 19
UK excluding London +19 28 £80,000 +18.52% 11
South West - 23 £80,000 - 3
London +117 17 £67,500 -20.59% 10
Work from Home +69 4 £75,000 +7.14% 16
Wales - 3 £27,500 -
Yorkshire +73 1 - -
North of England +41 1 - - 3
Midlands - 1 £70,000 -
West Midlands - 1 £70,000 -

Jupyter
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 27 (56.25%) Apache
1 27 (56.25%) Apache Spark
2 17 (35.42%) nginx
3 7 (14.58%) Confluence
4 4 (8.33%) SharePoint
5 3 (6.25%) SAS
6 1 (2.08%) Apache Airflow
Applications
1 7 (14.58%) Microsoft Office
2 6 (12.50%) MS Visio
3 4 (8.33%) Microsoft Excel
4 3 (6.25%) Microsoft PowerPoint
Cloud Services
1 23 (47.92%) Amazon S3
2 19 (39.58%) MinIO
3 17 (35.42%) OpenShift
4 13 (27.08%) AWS
5 10 (20.83%) Azure
6 7 (14.58%) Power Platform
7 4 (8.33%) Microsoft 365
8 2 (4.17%) Azure DevOps
9 1 (2.08%) Amazon SageMaker
9 1 (2.08%) Azure App Service
9 1 (2.08%) Azure Synapse Analytics
Communications & Networking
1 5 (10.42%) Internet
2 4 (8.33%) Firewall
3 1 (2.08%) DNS
3 1 (2.08%) Ethernet
3 1 (2.08%) RS-232
3 1 (2.08%) TCP/IP
3 1 (2.08%) VPN
Database & Business Intelligence
1 19 (39.58%) Big Data
1 19 (39.58%) Presto
2 17 (35.42%) Hadoop
3 7 (14.58%) Power BI
4 4 (8.33%) Metabase
5 3 (6.25%) Data Mining
5 3 (6.25%) Data Warehouse
5 3 (6.25%) SQL Server Integration Services
5 3 (6.25%) Tableau
6 2 (4.17%) Apache Hive
6 2 (4.17%) Apache Pinot
6 2 (4.17%) Data Lake
6 2 (4.17%) Flink
7 1 (2.08%) Amazon Redshift
7 1 (2.08%) InfluxDB
7 1 (2.08%) Metadata
7 1 (2.08%) NoSQL
7 1 (2.08%) OLAP
7 1 (2.08%) OLTP
7 1 (2.08%) Relational Database
Development Applications
1 17 (35.42%) Atlassian Bamboo
1 17 (35.42%) Jenkins
2 8 (16.67%) Git
2 8 (16.67%) Visual Studio
3 6 (12.50%) Visual Studio Code
4 4 (8.33%) JIRA
5 3 (6.25%) ER Studio
5 3 (6.25%) ERwin
6 2 (4.17%) RStudio
7 1 (2.08%) Bitbucket
7 1 (2.08%) GitLab
General
1 15 (31.25%) Social Skills
2 8 (16.67%) Public Sector
3 6 (12.50%) Analytical Skills
4 4 (8.33%) Finance
4 4 (8.33%) Inclusion and Diversity
4 4 (8.33%) Manufacturing
5 3 (6.25%) Documentation Skills
5 3 (6.25%) Law
5 3 (6.25%) Marketing
6 2 (4.17%) Games
7 1 (2.08%) Banking
7 1 (2.08%) Front Office
7 1 (2.08%) Presentation Skills
7 1 (2.08%) Retail
Job Titles
1 19 (39.58%) DevOps Engineer
2 17 (35.42%) Big Data Engineer
2 17 (35.42%) Data Engineer
3 10 (20.83%) Senior
4 8 (16.67%) Technical Trainer
4 8 (16.67%) Trainer
5 5 (10.42%) Infrastructure Engineer
6 4 (8.33%) 2nd Line Engineer
6 4 (8.33%) 2nd Line Support
6 4 (8.33%) 2nd Line Support Engineer
6 4 (8.33%) Analyst
6 4 (8.33%) IT Engineer
6 4 (8.33%) IT Support
6 4 (8.33%) IT Support Engineer
6 4 (8.33%) Senior Analyst
6 4 (8.33%) Support Engineer
7 3 (6.25%) Insight Analyst
7 3 (6.25%) Linux Engineer
7 3 (6.25%) Linux Infrastructure Engineer
7 3 (6.25%) Research Engineer
Libraries, Frameworks & Software Standards
1 17 (35.42%) ActiveMQ
1 17 (35.42%) Apache NiFi
1 17 (35.42%) Elastic Stack
1 17 (35.42%) RabbitMQ
1 17 (35.42%) YAML
2 9 (18.75%) TensorFlow
3 3 (6.25%) D3.js
3 3 (6.25%) Google Chart
4 2 (4.17%) Kafka
5 1 (2.08%) ADO
5 1 (2.08%) Anaconda
5 1 (2.08%) JSON
5 1 (2.08%) Pandas
Miscellaneous
1 17 (35.42%) Hybrid Cloud
2 8 (16.67%) BBC
3 4 (8.33%) Raspberry Pi
4 3 (6.25%) Algorithms
4 3 (6.25%) Product Ownership
4 3 (6.25%) Reference Data
5 2 (4.17%) Cloud Native
5 2 (4.17%) Cyberattack
5 2 (4.17%) Data Centre
5 2 (4.17%) Distributed Systems
5 2 (4.17%) Reinsurance
5 2 (4.17%) Virtual Team
6 1 (2.08%) Fixed Income
6 1 (2.08%) IoT
6 1 (2.08%) Market Risk
6 1 (2.08%) Renewable Energy
6 1 (2.08%) Smart Home
Operating Systems
1 25 (52.08%) Linux
2 4 (8.33%) Windows
2 4 (8.33%) Windows 7
2 4 (8.33%) Windows Server
3 3 (6.25%) Ubuntu
4 1 (2.08%) Embedded Linux
Processes & Methodologies
1 20 (41.67%) Data Engineering
1 20 (41.67%) DevOps
1 20 (41.67%) Service Delivery
2 17 (35.42%) CI/CD
2 17 (35.42%) Containerisation
2 17 (35.42%) Infrastructure as Code
2 17 (35.42%) Observability
2 17 (35.42%) Requirements Engineering
2 17 (35.42%) Site Reliability Engineering
2 17 (35.42%) Thought Leadership
3 16 (33.33%) Data Science
4 14 (29.17%) Problem-Solving
5 13 (27.08%) Machine Learning
5 13 (27.08%) Software Engineering
6 12 (25.00%) Computer Science
7 11 (22.92%) Artificial Intelligence
8 8 (16.67%) Analytics
8 8 (16.67%) Data Visualisation
8 8 (16.67%) Visualisation
9 7 (14.58%) Decision-Making
Programming Languages
1 43 (89.58%) Python
2 20 (41.67%) Bash
3 17 (35.42%) Shell Script
4 15 (31.25%) SQL
5 8 (16.67%) C
5 8 (16.67%) MATLAB
6 6 (12.50%) R
7 3 (6.25%) Go
8 2 (4.17%) Java
9 1 (2.08%) Bicep
9 1 (2.08%) Ruby
9 1 (2.08%) Rust
9 1 (2.08%) VBA
Qualifications
1 17 (35.42%) DV Cleared
1 17 (35.42%) Security Cleared
2 8 (16.67%) Degree
3 2 (4.17%) Master's Degree
4 1 (2.08%) Computer Science Degree
Quality Assurance & Compliance
1 6 (12.50%) Data Quality
System Software
1 29 (60.42%) Docker
2 7 (14.58%) VMware Infrastructure
3 4 (8.33%) Active Directory
4 3 (6.25%) NFS
4 3 (6.25%) Slurm Workload Manager
4 3 (6.25%) Virtual Machines
Systems Management
1 23 (47.92%) Kubernetes
2 20 (41.67%) Ansible
2 20 (41.67%) Grafana
3 18 (37.50%) Terraform
4 17 (35.42%) HAProxy
4 17 (35.42%) Prometheus
5 3 (6.25%) Nagios
6 2 (4.17%) Argo
6 2 (4.17%) Progress Chef
7 1 (2.08%) Podman
Vendors
1 11 (22.92%) Google
2 9 (18.75%) Microsoft
3 8 (16.67%) Alteryx
4 7 (14.58%) VMware
5 4 (8.33%) Informatica
5 4 (8.33%) Meraki
5 4 (8.33%) Veeam
6 3 (6.25%) Embarcadero
7 2 (4.17%) CrowdStrike
8 1 (2.08%) Bloomberg
8 1 (2.08%) Dataiku