Period
to 30 October 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 30 October 2020 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
30 Oct 2020
Same period 2019 Same period 2018
Rank 443 673 793
Rank change year-on-year +230 +120 +47
Permanent jobs citing Jupyter 19 68 24
As % of all permanent jobs advertised in London 0.095% 0.12% 0.035%
As % of the Application Platforms category 0.63% 0.81% 0.20%
Number of salaries quoted 17 56 19
Median annual salary £85,000 £70,000 £72,500
Median salary % change year-on-year +21.43% -3.45% +41.46%
10th Percentile £61,500 £52,500 £35,250
90th Percentile £100,000 £93,750 £90,250
England median annual salary £73,750 £70,000 £70,000
% change year-on-year +5.36% - +40.00%

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 2,995 8,377 11,953
As % of all permanent IT jobs advertised in London 14.96% 15.30% 17.60%
Number of salaries quoted 2,507 6,855 9,575
Median annual salary £67,500 £62,500 £60,000
Median salary % change year-on-year +8.00% +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 30 October 2020.

Salary histogram for Jupyter in London

For the 6 months to 30 October 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 18 (94.74%) Python
2 17 (89.47%) Data Science
3 12 (63.16%) Apache Spark
3 12 (63.16%) Algorithms
4 10 (52.63%) Machine Learning
4 10 (52.63%) Agile Software Development
4 10 (52.63%) Visualisation
5 9 (47.37%) Big Data
5 9 (47.37%) Predictive Modelling
5 9 (47.37%) Flask
5 9 (47.37%) Pandas
6 8 (42.11%) Hadoop
6 8 (42.11%) Data Analysis
6 8 (42.11%) Degree
7 7 (36.84%) Statistics
7 7 (36.84%) Artificial Intelligence
7 7 (36.84%) Front Office
7 7 (36.84%) Data Engineering
7 7 (36.84%) NumPy
8 6 (31.58%) Problem-Solving
8 6 (31.58%) Data Visualisation
8 6 (31.58%) HBase
9 5 (26.32%) AWS
9 5 (26.32%) React
9 5 (26.32%) Probability Theory
9 5 (26.32%) Pricing Data
9 5 (26.32%) AngularJS
9 5 (26.32%) Finance
9 5 (26.32%) JavaScript
9 5 (26.32%) SQL

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 12 (63.16%) Apache Spark
2 1 (5.26%) Apache Airflow
2 1 (5.26%) Apache Pig
2 1 (5.26%) Confluence
Cloud Services
1 5 (26.32%) AWS
2 4 (21.05%) GCP
3 3 (15.79%) Cloud Computing
4 2 (10.53%) Amazon EMR
4 2 (10.53%) Azure
4 2 (10.53%) Serverless
5 1 (5.26%) Amazon EKS
5 1 (5.26%) AWS Lambda
5 1 (5.26%) Azure Active Directory
5 1 (5.26%) Azure Functions
5 1 (5.26%) Azure Machine Learning
5 1 (5.26%) Data Lake Analytics
5 1 (5.26%) GitHub
5 1 (5.26%) IaaS
5 1 (5.26%) Logic Apps
5 1 (5.26%) PaaS
Database & Business Intelligence
1 9 (47.37%) Big Data
2 8 (42.11%) Hadoop
3 6 (31.58%) HBase
4 4 (21.05%) NoSQL
5 3 (15.79%) Data Lake
5 3 (15.79%) Data Warehouse
5 3 (15.79%) SQL Server
6 2 (10.53%) Data Mining
7 1 (5.26%) Apache Hive
7 1 (5.26%) Azure SQL Database
7 1 (5.26%) Microsoft Analysis Services
7 1 (5.26%) MongoDB
7 1 (5.26%) MySQL
7 1 (5.26%) Neo4j
7 1 (5.26%) OLAP
7 1 (5.26%) OLTP
7 1 (5.26%) PostgreSQL
7 1 (5.26%) Redis
7 1 (5.26%) SQL Server Analysis Services
7 1 (5.26%) Tableau
Development Applications
1 2 (10.53%) Git (software)
2 1 (5.26%) CircleCI
2 1 (5.26%) ER Studio
2 1 (5.26%) ERwin
2 1 (5.26%) Jenkins
2 1 (5.26%) JIRA
2 1 (5.26%) Travis CI
2 1 (5.26%) Visual Studio Team System
General
1 7 (36.84%) Front Office
2 5 (26.32%) Finance
3 2 (10.53%) Banking
3 2 (10.53%) Financial Institution
4 1 (5.26%) Manufacturing
4 1 (5.26%) Pharmaceutical
Job Titles
1 7 (36.84%) Data Engineer
2 6 (31.58%) Python Engineer
3 4 (21.05%) Data Scientist
3 4 (21.05%) Senior Data Engineer
4 3 (15.79%) Senior Data Scientist
5 2 (10.53%) Analytics Developer
5 2 (10.53%) Developer
5 2 (10.53%) DevOps Engineer
5 2 (10.53%) Front Office Developer
5 2 (10.53%) Product Manager
5 2 (10.53%) Python Developer
5 2 (10.53%) Senior Developer
5 2 (10.53%) Senior Python Developer
5 2 (10.53%) Technical Manager
5 2 (10.53%) Technical Product Manager
6 1 (5.26%) Consultant
6 1 (5.26%) Data Consultant
6 1 (5.26%) Senior Consultant
6 1 (5.26%) Senior Data Architect
6 1 (5.26%) Senior Management Consultant
Libraries, Frameworks & Software Standards
1 9 (47.37%) Flask
1 9 (47.37%) Pandas
2 7 (36.84%) NumPy
3 5 (26.32%) AngularJS
3 5 (26.32%) React
4 4 (21.05%) Django
4 4 (21.05%) Matplotlib
4 4 (21.05%) Natural Language Processing
4 4 (21.05%) scikit-learn
5 3 (15.79%) SciPy
6 2 (10.53%) Apache NiFi
6 2 (10.53%) Dask
6 2 (10.53%) Spring Boot
6 2 (10.53%) TensorFlow
7 1 (5.26%) Anaconda
7 1 (5.26%) Apache Tez
7 1 (5.26%) Bokeh
7 1 (5.26%) GraphQL
7 1 (5.26%) PyTorch
7 1 (5.26%) Seaborn
Miscellaneous
1 12 (63.16%) Algorithms
2 5 (26.32%) Pricing Data
3 4 (21.05%) Analytical Skills
3 4 (21.05%) Hedge funds
4 2 (10.53%) Greenfield Project
4 2 (10.53%) Management Information System
5 1 (5.26%) Enterprise Software
5 1 (5.26%) Hybrid Cloud
Processes & Methodologies
1 17 (89.47%) Data Science
2 10 (52.63%) Agile Software Development
2 10 (52.63%) Machine Learning
2 10 (52.63%) Visualisation
3 9 (47.37%) Predictive Modelling
4 8 (42.11%) Data Analysis
5 7 (36.84%) Artificial Intelligence
5 7 (36.84%) Data Engineering
5 7 (36.84%) Statistics
6 6 (31.58%) Data Visualisation
6 6 (31.58%) Problem-Solving
7 5 (26.32%) Probability Theory
8 4 (21.05%) Analytics
8 4 (21.05%) Collaborative Working
8 4 (21.05%) Data Analytics
9 3 (15.79%) Business Intelligence
9 3 (15.79%) Data Modelling
9 3 (15.79%) DevOps
9 3 (15.79%) ETL
9 3 (15.79%) Neural Network
Programming Languages
1 18 (94.74%) Python
2 5 (26.32%) JavaScript
2 5 (26.32%) SQL
3 4 (21.05%) Java
3 4 (21.05%) R
4 1 (5.26%) Bash Shell
4 1 (5.26%) C#
4 1 (5.26%) C++
Qualifications
1 8 (42.11%) Degree
2 1 (5.26%) AWS Certification
2 1 (5.26%) PhD
Quality Assurance & Compliance
1 1 (5.26%) Data Quality
System Software
1 4 (21.05%) Docker
2 1 (5.26%) Active Directory
Systems Management
1 2 (10.53%) Kubernetes
2 1 (5.26%) Kibana
2 1 (5.26%) Terraform
Vendors
1 3 (15.79%) Microsoft
2 2 (10.53%) Google
3 1 (5.26%) Databricks