Period
to 3 December 2020

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 3 December 2020 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
3 Dec 2020
Same period 2019 Same period 2018
Rank 478 669 792
Rank change year-on-year +191 +123 +46
Permanent jobs citing Jupyter 16 63 24
As % of all permanent jobs advertised in London 0.072% 0.12% 0.036%
As % of the Application Platforms category 0.49% 0.77% 0.21%
Number of salaries quoted 14 50 19
Median annual salary £75,000 £70,000 £77,500
Median salary % change year-on-year +7.14% -9.68% +51.22%
10th Percentile £53,625 £51,250 £35,250
90th Percentile £100,000 £92,750 £90,250
England median annual salary £57,500 £70,000 £72,500
% change year-on-year -17.86% -3.45% +45.00%

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 3,277 8,225 11,499
As % of all permanent IT jobs advertised in London 14.69% 15.16% 17.29%
Number of salaries quoted 2,765 6,740 9,353
Median annual salary £66,000 £62,500 £60,000
Median salary % change year-on-year +5.60% +4.17% +4.35%
10th Percentile £41,250 £32,500 £32,500
90th Percentile £102,500 £95,000 £92,500
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

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 3 December 2020.

Salary histogram for Jupyter in London

For the 6 months to 3 December 2020, 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 15 (93.75%) Python
2 14 (87.50%) Data Science
3 10 (62.50%) Machine Learning
4 9 (56.25%) Apache Spark
4 9 (56.25%) Algorithms
5 8 (50.00%) Big Data
6 7 (43.75%) SQL
6 7 (43.75%) Finance
6 7 (43.75%) AWS
7 6 (37.50%) Visualisation
7 6 (37.50%) Hadoop
7 6 (37.50%) Degree
7 6 (37.50%) Agile Software Development
7 6 (37.50%) Docker
7 6 (37.50%) Flask
7 6 (37.50%) Predictive Modelling
7 6 (37.50%) NoSQL
8 5 (31.25%) Data Warehouse
8 5 (31.25%) Data Modelling
8 5 (31.25%) ETL
8 5 (31.25%) Business Intelligence
8 5 (31.25%) Java
8 5 (31.25%) Artificial Intelligence
8 5 (31.25%) Data Lake
9 4 (25.00%) Data Acquisition
9 4 (25.00%) Apache NiFi
9 4 (25.00%) Open Source
9 4 (25.00%) SQL Server
9 4 (25.00%) Microsoft
9 4 (25.00%) Data Management

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 9 (56.25%) Apache Spark
2 1 (6.25%) Apache Airflow
2 1 (6.25%) Apache Pig
2 1 (6.25%) Confluence
Cloud Services
1 7 (43.75%) AWS
2 4 (25.00%) Amazon EMR
2 4 (25.00%) GCP
3 2 (12.50%) Azure
3 2 (12.50%) Serverless
4 1 (6.25%) Amazon EKS
4 1 (6.25%) AWS Lambda
4 1 (6.25%) Azure Active Directory
4 1 (6.25%) Azure Functions
4 1 (6.25%) Azure Machine Learning
4 1 (6.25%) Cloud Computing
4 1 (6.25%) Data Lake Analytics
4 1 (6.25%) GitHub
4 1 (6.25%) IaaS
4 1 (6.25%) Logic Apps
4 1 (6.25%) PaaS
Database & Business Intelligence
1 8 (50.00%) Big Data
2 6 (37.50%) Hadoop
2 6 (37.50%) NoSQL
3 5 (31.25%) Data Lake
3 5 (31.25%) Data Warehouse
4 4 (25.00%) SQL Server
5 3 (18.75%) Data Mining
5 3 (18.75%) HBase
6 2 (12.50%) Electronic Patient Records
7 1 (6.25%) Apache Hive
7 1 (6.25%) Azure SQL Database
7 1 (6.25%) BigQuery
7 1 (6.25%) HDInsight
7 1 (6.25%) MongoDB
7 1 (6.25%) MySQL
7 1 (6.25%) Neo4j
7 1 (6.25%) OLAP
7 1 (6.25%) PostgreSQL
7 1 (6.25%) Redis
7 1 (6.25%) Tableau
Development Applications
1 2 (12.50%) Git (software)
2 1 (6.25%) CircleCI
2 1 (6.25%) ER Studio
2 1 (6.25%) ERwin
2 1 (6.25%) Jenkins
2 1 (6.25%) JIRA
2 1 (6.25%) Travis CI
2 1 (6.25%) Visual Studio Team System
General
1 7 (43.75%) Finance
2 2 (12.50%) Banking
2 2 (12.50%) Financial Institution
2 2 (12.50%) Front Office
3 1 (6.25%) Manufacturing
3 1 (6.25%) Pharmaceutical
Job Titles
1 7 (43.75%) Data Engineer
2 4 (25.00%) Data Scientist
3 3 (18.75%) Python Engineer
3 3 (18.75%) Senior Data Scientist
4 2 (12.50%) DevOps Engineer
4 2 (12.50%) Product Manager
4 2 (12.50%) Senior Data Engineer
4 2 (12.50%) Technical Manager
4 2 (12.50%) Technical Product Manager
5 1 (6.25%) Architect
5 1 (6.25%) Consultant
5 1 (6.25%) Data Analytics Architect
5 1 (6.25%) Data Analytics Consultant
5 1 (6.25%) Data Architect
5 1 (6.25%) Data Consultant
5 1 (6.25%) Management Consultant
5 1 (6.25%) Senior Architect
5 1 (6.25%) Senior Consultant
5 1 (6.25%) Senior Data Architect
5 1 (6.25%) Senior Management Consultant
Libraries, Frameworks & Software Standards
1 6 (37.50%) Flask
2 4 (25.00%) Apache NiFi
2 4 (25.00%) Matplotlib
2 4 (25.00%) Natural Language Processing
2 4 (25.00%) Pandas
2 4 (25.00%) Spring Boot
3 2 (12.50%) AngularJS
3 2 (12.50%) Dask
3 2 (12.50%) Django
3 2 (12.50%) NumPy
3 2 (12.50%) React
3 2 (12.50%) scikit-learn
3 2 (12.50%) TensorFlow
4 1 (6.25%) Anaconda
4 1 (6.25%) Bokeh
4 1 (6.25%) D3.js
4 1 (6.25%) Leaflet
4 1 (6.25%) RabbitMQ
4 1 (6.25%) REST
4 1 (6.25%) ZeroMQ
Miscellaneous
1 9 (56.25%) Algorithms
2 3 (18.75%) Management Information System
3 2 (12.50%) Analytical Skills
3 2 (12.50%) Hedge funds
3 2 (12.50%) Pricing Data
4 1 (6.25%) Enterprise Software
4 1 (6.25%) Hybrid Cloud
Processes & Methodologies
1 14 (87.50%) Data Science
2 10 (62.50%) Machine Learning
3 6 (37.50%) Agile Software Development
3 6 (37.50%) Predictive Modelling
3 6 (37.50%) Visualisation
4 5 (31.25%) Artificial Intelligence
4 5 (31.25%) Business Intelligence
4 5 (31.25%) Data Modelling
4 5 (31.25%) ETL
5 4 (25.00%) Data Acquisition
5 4 (25.00%) Data Management
5 4 (25.00%) Data Visualisation
5 4 (25.00%) Open Source
5 4 (25.00%) Statistics
6 3 (18.75%) Collaborative Working
6 3 (18.75%) Data Architecture
6 3 (18.75%) Data Engineering
6 3 (18.75%) DevOps
6 3 (18.75%) Mathematics
6 3 (18.75%) Problem-Solving
Programming Languages
1 15 (93.75%) Python
2 7 (43.75%) SQL
3 5 (31.25%) Java
4 4 (25.00%) R
5 2 (12.50%) JavaScript
6 1 (6.25%) Bash Shell
Qualifications
1 6 (37.50%) Degree
2 1 (6.25%) AWS Certification
2 1 (6.25%) PhD
Quality Assurance & Compliance
1 1 (6.25%) Data Quality
System Software
1 6 (37.50%) Docker
2 1 (6.25%) Active Directory
Systems Management
1 2 (12.50%) Kubernetes
2 1 (6.25%) Kibana
2 1 (6.25%) Terraform
Vendors
1 4 (25.00%) Microsoft
2 2 (12.50%) Google
3 1 (6.25%) Databricks