Period
to 15 February 2019

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 February 2019 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
15 Feb 2019
Same period 2018 Same period 2017
Rank 717 822 812
Rank change year-on-year +105 -10 -
Permanent jobs citing Jupyter 49 12 7
As % of all permanent IT jobs advertised in London 0.078% 0.017% 0.010%
As % of the Application Platforms category 0.46% 0.095% 0.055%
Number of salaries quoted 44 10 5
London median annual salary £81,250 £68,750 £62,500
Median salary % change year-on-year +18.18% +10.00% -
10th Percentile £44,500 £47,375 £53,000
90th Percentile £122,500 £99,250 £99,500
England median annual salary £80,000 £60,000 £42,500
% change year-on-year +33.33% +41.18% -

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 10,752 12,682 12,838
As % of all permanent IT jobs advertised in London 17.09% 18.13% 18.32%
Number of salaries quoted 8,685 10,618 10,906
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 £33,750 £32,000
90th Percentile £93,750 £88,750 £85,000
England median annual salary £50,000 £49,000 £46,500
% change year-on-year +2.04% +5.38% +3.33%

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 February 2019.

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 February 2019. 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 +34 8 £80,000 -36.00% 1
South London - 2 £60,000 -
Jupyter
England

For the 6 months to 15 February 2019, 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 49 (100.00%) Python
2 31 (63.27%) Google
2 31 (63.27%) R
3 29 (59.18%) SQL
4 26 (53.06%) Software Engineering
5 25 (51.02%) Agile Software Development
6 24 (48.98%) JavaScript
6 24 (48.98%) Amazon AWS
6 24 (48.98%) Pandas
7 23 (46.94%) Docker
8 22 (44.90%) Hedge funds
8 22 (44.90%) NumPy
8 22 (44.90%) Finance
9 21 (42.86%) .NET
9 21 (42.86%) Java
10 20 (40.82%) Microsoft Azure
10 20 (40.82%) D3.js
10 20 (40.82%) Microservices
10 20 (40.82%) AngularJS
10 20 (40.82%) Google Cloud Platform
10 20 (40.82%) React
11 19 (38.78%) Node.js
11 19 (38.78%) SciPy
11 19 (38.78%) Web Services
11 19 (38.78%) Front Office
12 18 (36.73%) CSS
12 18 (36.73%) J2EE
12 18 (36.73%) C#
12 18 (36.73%) C++
12 18 (36.73%) HTML

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 8 (16.33%) Apache
2 7 (14.29%) Apache Spark
3 5 (10.20%) Apache Solr
4 4 (8.16%) ArcGIS
5 3 (6.12%) Apache Pig
6 2 (4.08%) Apache Airflow
6 2 (4.08%) Elasticsearch
7 1 (2.04%) Confluence
7 1 (2.04%) Luigi
7 1 (2.04%) nginx
Applications
1 6 (12.24%) Microsoft Excel
2 2 (4.08%) SPSS
3 1 (2.04%) Chatbot
Cloud Services
1 24 (48.98%) Amazon AWS
2 20 (40.82%) Google Cloud Platform
2 20 (40.82%) Microsoft Azure
3 5 (10.20%) SaaS
4 3 (6.12%) Cloud Computing
4 3 (6.12%) GitHub
5 2 (4.08%) Amazon EMR
5 2 (4.08%) Amazon S3
5 2 (4.08%) Apigee
5 2 (4.08%) AWS Lambda
5 2 (4.08%) Azure Active Directory
5 2 (4.08%) Azure Data Factory
5 2 (4.08%) Azure Machine Learning
5 2 (4.08%) Boomi
5 2 (4.08%) Data Lake Analytics
5 2 (4.08%) IaaS
5 2 (4.08%) iPaaS
5 2 (4.08%) Office 365
5 2 (4.08%) PaaS
5 2 (4.08%) Serverless
Communications & Networking
1 4 (8.16%) Firewall
2 2 (4.08%) DNS
2 2 (4.08%) VPN
3 1 (2.04%) HTTP
Database & Business Intelligence
1 10 (20.41%) Big Data
2 8 (16.33%) PostgreSQL
3 6 (12.24%) Hadoop
4 4 (8.16%) Apache Hive
4 4 (8.16%) Geospatial Data
4 4 (8.16%) GIS
4 4 (8.16%) MySQL
4 4 (8.16%) Spatial Data
5 3 (6.12%) Data Lake
5 3 (6.12%) MongoDB
5 3 (6.12%) NoSQL
5 3 (6.12%) Redis
6 2 (4.08%) Apache Cassandra
6 2 (4.08%) Azure SQL Database
6 2 (4.08%) HBase
6 2 (4.08%) HDInsight
6 2 (4.08%) Neo4j
6 2 (4.08%) Pentaho
6 2 (4.08%) SQL Server
6 2 (4.08%) Sqoop
Development Applications
1 5 (10.20%) Jenkins
2 4 (8.16%) Git (software)
3 2 (4.08%) ER Studio
3 2 (4.08%) ERwin
3 2 (4.08%) Maven
3 2 (4.08%) Visual Studio Team System
4 1 (2.04%) GitLab
4 1 (2.04%) JIRA
4 1 (2.04%) Selenium
General
1 22 (44.90%) Finance
2 19 (38.78%) Front Office
3 2 (4.08%) Banking
4 1 (2.04%) Investment Banking
4 1 (2.04%) Marketing
4 1 (2.04%) Prime Brokerage
4 1 (2.04%) Retail
Job Titles
1 22 (44.90%) Developer
2 16 (32.65%) Architect
3 14 (28.57%) JavaScript Developer
3 14 (28.57%) Lead Architect
3 14 (28.57%) Lead Developer
4 11 (22.45%) Data Scientist
4 11 (22.45%) Full Stack Developer
5 9 (18.37%) Analyst
6 5 (10.20%) Data Engineer
7 4 (8.16%) Data Analyst
7 4 (8.16%) GIS Analyst
7 4 (8.16%) Node.js Developer
7 4 (8.16%) React Developer
7 4 (8.16%) Senior Analyst
7 4 (8.16%) Senior GIS Analyst
8 3 (6.12%) Python Developer
8 3 (6.12%) Senior Data Scientist
9 2 (4.08%) Python Engineer
9 2 (4.08%) Python Team Leader
9 2 (4.08%) Technical Analyst
Libraries, Frameworks & Software Standards
1 24 (48.98%) Pandas
2 22 (44.90%) NumPy
3 21 (42.86%) .NET
4 20 (40.82%) AngularJS
4 20 (40.82%) D3.js
4 20 (40.82%) React
5 19 (38.78%) Node.js
5 19 (38.78%) SciPy
5 19 (38.78%) Web Services
6 18 (36.73%) CSS
6 18 (36.73%) CSS3
6 18 (36.73%) HTML
6 18 (36.73%) HTML5
6 18 (36.73%) J2EE
7 16 (32.65%) Backbone.js
7 16 (32.65%) Ember.js
7 16 (32.65%) KnockoutJS
7 16 (32.65%) Meteor
7 16 (32.65%) Vue.js
8 8 (16.33%) TensorFlow
Miscellaneous
1 22 (44.90%) Hedge funds
2 18 (36.73%) Cloud Native
2 18 (36.73%) Fixed Income
2 18 (36.73%) Greenfield Project
3 14 (28.57%) Blog
3 14 (28.57%) Derivative
4 7 (14.29%) Public Cloud
5 5 (10.20%) Analytical Skills
5 5 (10.20%) Equities
5 5 (10.20%) Foreign Exchange (FX)
6 2 (4.08%) Data Centre
6 2 (4.08%) Data Structures
6 2 (4.08%) Management Information System
6 2 (4.08%) PMI
6 2 (4.08%) Replication
6 2 (4.08%) SCADA
6 2 (4.08%) Smart Home
6 2 (4.08%) Taxonomies
6 2 (4.08%) Virtual Team
7 1 (2.04%) Marketing Technology
Operating Systems
1 3 (6.12%) Linux
2 2 (4.08%) Debian
3 1 (2.04%) Unix
Processes & Methodologies
1 26 (53.06%) Software Engineering
2 25 (51.02%) Agile Software Development
3 20 (40.82%) Microservices
4 18 (36.73%) Asset Management
4 18 (36.73%) Data Science
4 18 (36.73%) Investment Management
4 18 (36.73%) Machine Learning
5 14 (28.57%) Analytics
5 14 (28.57%) Mentoring
6 11 (22.45%) Mathematics
7 10 (20.41%) Visualisation
8 9 (18.37%) Artificial Intelligence
8 9 (18.37%) Data Analysis
9 8 (16.33%) Data Analytics
10 6 (12.24%) Data Visualisation
10 6 (12.24%) DevOps
10 6 (12.24%) Naive Bayes
10 6 (12.24%) Problem-Solving
11 5 (10.20%) Gradient Boosting
11 5 (10.20%) Support Vector Machines
Programming Languages
1 49 (100.00%) Python
2 31 (63.27%) R
3 29 (59.18%) SQL
4 24 (48.98%) JavaScript
5 21 (42.86%) Java
6 18 (36.73%) C#
6 18 (36.73%) C++
7 5 (10.20%) Bash Shell
8 4 (8.16%) Perl
9 2 (4.08%) PHP
9 2 (4.08%) PowerShell
9 2 (4.08%) Ruby
9 2 (4.08%) Scala
10 1 (2.04%) Go
10 1 (2.04%) Shell Script
Qualifications
1 5 (10.20%) PhD
2 4 (8.16%) Degree
2 4 (8.16%) Numerate Degree
3 2 (4.08%) CEH
3 2 (4.08%) PMI Certification
3 2 (4.08%) TOGAF Certification
System Software
1 23 (46.94%) Docker
2 2 (4.08%) Active Directory
2 2 (4.08%) Snort
Systems Management
1 5 (10.20%) Ansible
2 4 (8.16%) Opscode Chef
2 4 (8.16%) Terraform
3 3 (6.12%) Kubernetes
4 2 (4.08%) Ambari
4 2 (4.08%) Mesos
4 2 (4.08%) Nagios
4 2 (4.08%) Puppet
4 2 (4.08%) Salt
5 1 (2.04%) Kibana
Vendors
1 31 (63.27%) Google
2 18 (36.73%) Rackspace
3 5 (10.20%) Intel
4 4 (8.16%) Cisco
4 4 (8.16%) ESRI
5 3 (6.12%) Databricks
5 3 (6.12%) Tableau
6 2 (4.08%) Alteryx
6 2 (4.08%) Aspera
6 2 (4.08%) Axway
6 2 (4.08%) HP
6 2 (4.08%) Informatica
6 2 (4.08%) Jitterbit
6 2 (4.08%) Microsoft
6 2 (4.08%) MuleSoft
6 2 (4.08%) Percona
6 2 (4.08%) Red Hat
6 2 (4.08%) Signiant
6 2 (4.08%) SnapLogic
6 2 (4.08%) TIBCO