Period
to 23 April 2021

The following table provides summary statistics for permanent job vacancies advertised in London 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 23 April 2021 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
23 Apr 2021
Same period 2020 Same period 2019
Rank 532 588 711
Rank change year-on-year +56 +123 +119
Permanent jobs citing Jupyter 34 90 62
As % of all permanent jobs advertised in London 0.11% 0.20% 0.10%
As % of the Application Platforms category 0.75% 1.36% 0.62%
Number of salaries quoted 7 70 50
10th Percentile £51,000 £52,250 £59,750
25th Percentile £56,500 £63,750 £69,063
Median annual salary (50th Percentile) £72,500 £85,000 £81,250
Median % change year-on-year -14.71% +4.62% +16.07%
75th Percentile £73,750 £100,000 £117,500
90th Percentile £89,750 £105,500 £122,500
England median annual salary £57,500 £77,500 £80,000
% change year-on-year -25.81% -3.13% +16.36%

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 advertised in London with a requirement for application platform skills.

All Application Platform Skills
London
Permanent vacancies with a requirement for application platform skills 4,550 6,613 9,947
As % of all permanent IT jobs advertised in London 14.31% 14.83% 16.43%
Number of salaries quoted 3,515 5,363 8,120
10th Percentile £41,250 £35,000 £33,000
25th Percentile £50,000 £46,250 £45,000
Median annual salary (50th Percentile) £65,000 £62,500 £60,000
Median % change year-on-year +4.00% +4.17% -
75th Percentile £83,750 £80,000 £80,000
90th Percentile £97,500 £95,000 £95,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Jupyter
Job Vacancy Trend in London

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

Job vacancy trend for Jupyter in London

Jupyter
Salary Trend in London

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

Salary trend for Jupyter in London

Jupyter
Salary Histogram in London

Salary distribution for jobs citing Jupyter in London over the 6 months to 23 April 2021.

Salary histogram for Jupyter in London

For the 6 months to 23 April 2021, IT jobs citing Jupyter also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Jupyter.

1 26 (76.47%) Python
2 20 (58.82%) NumPy
3 19 (55.88%) Software Engineering
4 18 (52.94%) Pandas
4 18 (52.94%) Data Science
5 15 (44.12%) Machine Learning
6 14 (41.18%) Blog
6 14 (41.18%) Pair Programming
7 13 (38.24%) Algorithms
7 13 (38.24%) scikit-learn
7 13 (38.24%) Problem-Solving
8 12 (35.29%) Finance
8 12 (35.29%) Java
8 12 (35.29%) Degree
9 11 (32.35%) ETL
10 10 (29.41%) PhD
10 10 (29.41%) Computer Science
10 10 (29.41%) Analytical Skills
10 10 (29.41%) AWS
11 9 (26.47%) Open Source
11 9 (26.47%) Logistics
11 9 (26.47%) Maven
11 9 (26.47%) Scala
12 8 (23.53%) Retail
12 8 (23.53%) C
12 8 (23.53%) GitHub
12 8 (23.53%) GitLab
12 8 (23.53%) SciPy
12 8 (23.53%) Apache Zeppelin
12 8 (23.53%) Numerate Degree

Jupyter
Co-occurring IT Skills in London by Category

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

Application Platforms
1 6 (17.65%) Apache Airflow
1 6 (17.65%) Apache Spark
2 1 (2.94%) Confluence
Cloud Services
1 10 (29.41%) AWS
2 8 (23.53%) GitHub
3 6 (17.65%) Amazon CloudWatch
3 6 (17.65%) Amazon ELB
3 6 (17.65%) Amazon SQS
3 6 (17.65%) Google Docs
3 6 (17.65%) Loggly
3 6 (17.65%) Trello
4 3 (8.82%) Amazon EMR
5 2 (5.88%) Azure
5 2 (5.88%) GCP
Communications & Networking
1 5 (14.71%) HTTP
Database & Business Intelligence
1 8 (23.53%) Apache Zeppelin
2 5 (14.71%) Big Data
2 5 (14.71%) Hadoop
2 5 (14.71%) PostgreSQL
3 4 (11.76%) Data Lake
3 4 (11.76%) NoSQL
4 3 (8.82%) Data Mining
4 3 (8.82%) Data Warehouse
4 3 (8.82%) Electronic Patient Records
4 3 (8.82%) Impala
5 2 (5.88%) Apache Hive
5 2 (5.88%) InfluxDB
5 2 (5.88%) SQL Server
6 1 (2.94%) BigQuery
6 1 (2.94%) RDBMS
6 1 (2.94%) Relational Database
6 1 (2.94%) Tableau
Development Applications
1 9 (26.47%) Maven
2 8 (23.53%) GitLab
3 7 (20.59%) Octopus Deploy
4 6 (17.65%) CircleCI
5 3 (8.82%) Git (software)
6 1 (2.94%) Jenkins
6 1 (2.94%) JIRA
6 1 (2.94%) TeamCity
General
1 12 (35.29%) Finance
2 8 (23.53%) Retail
3 1 (2.94%) Marketing
Job Titles
1 11 (32.35%) Data Engineer
2 9 (26.47%) Developer
3 8 (23.53%) Java Engineer
3 8 (23.53%) Java Software Engineer
3 8 (23.53%) Software Engineer
4 5 (14.71%) Backend Developer
5 3 (8.82%) Data Scientist
6 2 (5.88%) Data Science Leader
6 2 (5.88%) Senior Developer
7 1 (2.94%) Analytics Developer
7 1 (2.94%) Big Data Developer
7 1 (2.94%) Credit Risk Developer
7 1 (2.94%) Java Developer
7 1 (2.94%) Machine Learning Engineer
7 1 (2.94%) Operations Engineer
7 1 (2.94%) Python Developer
7 1 (2.94%) Quantitative Developer
7 1 (2.94%) Senior Backend Developer
7 1 (2.94%) Senior Big Data Developer
7 1 (2.94%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 20 (58.82%) NumPy
2 18 (52.94%) Pandas
3 13 (38.24%) scikit-learn
4 8 (23.53%) SciPy
5 7 (20.59%) Django
5 7 (20.59%) REST
6 6 (17.65%) Celery
6 6 (17.65%) RabbitMQ
6 6 (17.65%) React Native
6 6 (17.65%) Redux
6 6 (17.65%) Sass
7 4 (11.76%) Flask
8 3 (8.82%) Apache NiFi
8 3 (8.82%) Spring Boot
9 2 (5.88%) Matplotlib
9 2 (5.88%) Seaborn
10 1 (2.94%) CSS
10 1 (2.94%) HTML
10 1 (2.94%) HTML5
10 1 (2.94%) jQuery
Miscellaneous
1 14 (41.18%) Blog
2 13 (38.24%) Algorithms
3 10 (29.41%) Analytical Skills
4 7 (20.59%) Podcast
5 6 (17.65%) Mobile App
5 6 (17.65%) User Experience
6 5 (14.71%) Renewable Energy
6 5 (14.71%) Smart Meter
7 1 (2.94%) Credit Risk
7 1 (2.94%) Management Information System
7 1 (2.94%) Organisational Skills
Processes & Methodologies
1 19 (55.88%) Software Engineering
2 18 (52.94%) Data Science
3 15 (44.12%) Machine Learning
4 14 (41.18%) Pair Programming
5 13 (38.24%) Problem-Solving
6 11 (32.35%) ETL
7 10 (29.41%) Computer Science
8 9 (26.47%) Logistics
8 9 (26.47%) Open Source
9 8 (23.53%) Digital Twin
10 6 (17.65%) Continuous Delivery
10 6 (17.65%) Continuous Deployment
10 6 (17.65%) Domain Models
10 6 (17.65%) Immutable Infrastructure
10 6 (17.65%) Kanban
11 5 (14.71%) Agile Software Development
11 5 (14.71%) Migration
11 5 (14.71%) Statistical Analysis
12 3 (8.82%) Business Intelligence
12 3 (8.82%) Data Management
Programming Languages
1 26 (76.47%) Python
2 12 (35.29%) Java
3 9 (26.47%) Scala
4 8 (23.53%) C
4 8 (23.53%) Java 8
5 6 (17.65%) SQL
6 1 (2.94%) JavaScript
6 1 (2.94%) R
Qualifications
1 12 (35.29%) Degree
2 10 (29.41%) PhD
3 8 (23.53%) Computer Science Degree
3 8 (23.53%) Numerate Degree
System Software
1 3 (8.82%) Docker
Systems Management
1 6 (17.65%) Consul
1 6 (17.65%) Packer
1 6 (17.65%) Terraform
2 2 (5.88%) Kubernetes
3 1 (2.94%) Kubeflow
Vendors
1 6 (17.65%) Google
2 4 (11.76%) Microsoft
3 1 (2.94%) Cloudera