Period
to 15 November 2018

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 15 November 2018 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 780 830 836
Rank change year-on-year +50 +6 -
Permanent jobs citing Jupyter 23 22 11
As % of all permanent IT jobs advertised in London 0.034% 0.029% 0.014%
As % of the Application Platforms category 0.20% 0.15% 0.077%
Number of salaries quoted 20 21 9
London median annual salary £75,000 £52,500 £62,500
Median salary % change year-on-year +42.86% -16.00% -
10th Percentile £35,750 £45,000 £26,250
90th Percentile £90,125 £95,000 £121,500
England median annual salary £70,000 £50,000 £42,500
% change year-on-year +40.00% +17.65% -

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 11,740 14,321 14,363
As % of all permanent IT jobs advertised in London 17.46% 18.91% 18.80%
Number of salaries quoted 9,491 11,443 12,445
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £32,500 £32,500 £31,500
90th Percentile £92,500 £87,500 £83,750
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

Jupyter
Job Vacancy Trend in London

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

Job vacancy trend for Jupyter in London

Jupyter
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Jupyter in London.

Salary trend for Jupyter in London

Jupyter
Salary Histogram in London

The salary distribution of IT jobs citing Jupyter in London over the 6 months to 15 November 2018.

Salary histogram for Jupyter in London

Jupyter
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Jupyter within the London region over the 6 months to 15 November 2018. 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
Job
Vacancies
Central London -3 6 £73,750 -41.00% 1
Jupyter
England

For the 6 months to 15 November 2018, 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 23 (100.00%) Python
2 12 (52.17%) Machine Learning
3 11 (47.83%) Data Science
4 10 (43.48%) Big Data
4 10 (43.48%) Analytics
4 10 (43.48%) SQL
5 8 (34.78%) R
5 8 (34.78%) Pandas
6 7 (30.43%) Mathematics
7 6 (26.09%) Visualisation
7 6 (26.09%) Natural Language Processing
7 6 (26.09%) Data Analytics
8 5 (21.74%) Apache Spark
8 5 (21.74%) Apache
8 5 (21.74%) Finance
8 5 (21.74%) PostgreSQL
8 5 (21.74%) Data Analysis
8 5 (21.74%) Google
8 5 (21.74%) Data Visualisation
8 5 (21.74%) NumPy
8 5 (21.74%) Degree
9 4 (17.39%) Computer Science
9 4 (17.39%) Hedge funds
9 4 (17.39%) Amazon AWS
9 4 (17.39%) RESTful
9 4 (17.39%) Hadoop
9 4 (17.39%) Docker
9 4 (17.39%) Agile Software Development
9 4 (17.39%) TDD
9 4 (17.39%) JavaScript

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 5 (21.74%) Apache
1 5 (21.74%) Apache Spark
2 2 (8.70%) ArcGIS
2 2 (8.70%) Elasticsearch
3 1 (4.35%) Apache Airflow
3 1 (4.35%) Apache Pig
3 1 (4.35%) Apache Solr
Applications
1 4 (17.39%) Microsoft Excel
2 2 (8.70%) Chatbot
Cloud Services
1 4 (17.39%) Amazon AWS
2 2 (8.70%) Amazon EMR
2 2 (8.70%) AWS Lambda
2 2 (8.70%) GitHub
2 2 (8.70%) Google Cloud Platform
2 2 (8.70%) Microsoft Azure
2 2 (8.70%) Serverless
3 1 (4.35%) Amazon CloudWatch
3 1 (4.35%) Amazon EC2
3 1 (4.35%) Amazon ELB
3 1 (4.35%) Amazon Kinesis
3 1 (4.35%) Amazon S3
3 1 (4.35%) Amazon SageMaker
3 1 (4.35%) Amazon SQS
3 1 (4.35%) Cloud Computing
3 1 (4.35%) SaaS
Communications & Networking
1 1 (4.35%) HTTP
Database & Business Intelligence
1 10 (43.48%) Big Data
2 5 (21.74%) PostgreSQL
3 4 (17.39%) Hadoop
4 3 (13.04%) Redis
5 2 (8.70%) Apache Zeppelin
5 2 (8.70%) Geospatial Data
5 2 (8.70%) GIS
5 2 (8.70%) MongoDB
5 2 (8.70%) Spatial Data
6 1 (4.35%) Amazon Athena
6 1 (4.35%) Amazon Redshift
6 1 (4.35%) Apache Hive
6 1 (4.35%) BigQuery
6 1 (4.35%) Data Mining
6 1 (4.35%) Electronic Patient Records
6 1 (4.35%) InfluxDB
6 1 (4.35%) NoSQL
6 1 (4.35%) Presto
Development Applications
1 3 (13.04%) Git (software)
2 1 (4.35%) GitLab
2 1 (4.35%) Jenkins
General
1 5 (21.74%) Finance
2 3 (13.04%) Banking
3 1 (4.35%) Advertising
3 1 (4.35%) Billing
3 1 (4.35%) Front Office
3 1 (4.35%) Investment Banking
3 1 (4.35%) Prime Brokerage
3 1 (4.35%) Retail
Job Titles
1 7 (30.43%) Data Scientist
2 6 (26.09%) Analyst
2 6 (26.09%) Developer
2 6 (26.09%) Senior Data Scientist
3 5 (21.74%) Data Engineer
3 5 (21.74%) Python Developer
4 3 (13.04%) Data Analyst
5 2 (8.70%) GIS Analyst
5 2 (8.70%) Python Developer - Fintech
5 2 (8.70%) Python Engineer
5 2 (8.70%) Python Team Leader
5 2 (8.70%) Senior Analyst
5 2 (8.70%) Senior GIS Analyst
5 2 (8.70%) Team Leader
5 2 (8.70%) Technical Analyst
6 1 (4.35%) Associate Engineer
6 1 (4.35%) Backend Developer
6 1 (4.35%) Big Data Manager
6 1 (4.35%) Front Office RAD Developer
6 1 (4.35%) Senior Platform Engineer
Libraries, Frameworks & Software Standards
1 8 (34.78%) Pandas
2 6 (26.09%) Natural Language Processing
3 5 (21.74%) NumPy
4 4 (17.39%) RESTful
4 4 (17.39%) scikit-learn
5 3 (13.04%) TensorFlow
6 2 (8.70%) AngularJS
6 2 (8.70%) Django
6 2 (8.70%) Flask
6 2 (8.70%) Kafka
6 2 (8.70%) Keras
6 2 (8.70%) Matplotlib
6 2 (8.70%) React
6 2 (8.70%) WebSockets
6 2 (8.70%) XML
7 1 (4.35%) .NET
7 1 (4.35%) JDBC
7 1 (4.35%) ODBC
7 1 (4.35%) SOAP
7 1 (4.35%) Web Services
Miscellaneous
1 4 (17.39%) Computer Science
1 4 (17.39%) Fintech
1 4 (17.39%) Hedge funds
2 2 (8.70%) Algorithms
2 2 (8.70%) Analytical Skills
2 2 (8.70%) Equities
2 2 (8.70%) SCADA
2 2 (8.70%) Smart Home
2 2 (8.70%) Taxonomies
3 1 (4.35%) Data Structures
3 1 (4.35%) Marketing Technology
Operating Systems
1 2 (8.70%) Linux
2 1 (4.35%) Unix
Processes & Methodologies
1 12 (52.17%) Machine Learning
2 11 (47.83%) Data Science
3 10 (43.48%) Analytics
4 7 (30.43%) Mathematics
5 6 (26.09%) Data Analytics
5 6 (26.09%) Visualisation
6 5 (21.74%) Data Analysis
6 5 (21.74%) Data Visualisation
7 4 (17.39%) Agile Software Development
7 4 (17.39%) TDD
8 3 (13.04%) Deep Learning
8 3 (13.04%) Kalman Filter
8 3 (13.04%) Line Management
8 3 (13.04%) OO
8 3 (13.04%) Project Management
8 3 (13.04%) Statistical Analysis
8 3 (13.04%) Statistics
9 2 (8.70%) Data Strategy
9 2 (8.70%) Microservices
9 2 (8.70%) Workload Management
Programming Languages
1 23 (100.00%) Python
2 10 (43.48%) SQL
3 8 (34.78%) R
4 4 (17.39%) JavaScript
5 2 (8.70%) Bash Shell
5 2 (8.70%) C#
6 1 (4.35%) Go
6 1 (4.35%) Java
6 1 (4.35%) Scala
6 1 (4.35%) Shell Script
Qualifications
1 5 (21.74%) Degree
2 3 (13.04%) Numerate Degree
3 2 (8.70%) PhD
4 1 (4.35%) Master's Degree
System Software
1 4 (17.39%) Docker
Systems Management
1 2 (8.70%) Terraform
2 1 (4.35%) Ansible
2 1 (4.35%) Kibana
Vendors
1 5 (21.74%) Google
2 2 (8.70%) Cloudera
2 2 (8.70%) Databricks
2 2 (8.70%) ESRI
2 2 (8.70%) Hortonworks
2 2 (8.70%) IBM
3 1 (4.35%) Microsoft
3 1 (4.35%) Splunk
3 1 (4.35%) Tableau