Period
to 15 June 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 June 2019 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
15 Jun 2019
Same period 2018 Same period 2017
Rank 665 813 827
Rank change year-on-year +148 +14 +50
Permanent jobs citing Jupyter 72 17 5
As % of all permanent IT jobs advertised in London 0.13% 0.025% 0.007%
As % of the Application Platforms category 0.78% 0.14% 0.038%
Number of salaries quoted 57 14 4
London median annual salary £80,000 £68,750 £67,500
Median salary % change year-on-year +16.36% +1.85% +12.50%
10th Percentile £60,000 £55,250 £38,375
90th Percentile £122,500 £79,625 £88,000
England median annual salary £80,000 £65,000 £60,000
% change year-on-year +23.08% +8.33% -

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 9,252 12,227 13,107
As % of all permanent IT jobs advertised in London 16.07% 17.69% 18.83%
Number of salaries quoted 7,463 9,843 10,834
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £33,750 £34,800 £32,000
90th Percentile £95,000 £90,000 £85,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 June 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 June 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 +16 7 £80,000 +6.67%
South London - 1 £60,000 -
Jupyter
England

For the 6 months to 15 June 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 71 (98.61%) Python
2 47 (65.28%) Data Science
3 42 (58.33%) R
4 41 (56.94%) Machine Learning
5 39 (54.17%) Pandas
6 35 (48.61%) SQL
7 34 (47.22%) Amazon AWS
8 32 (44.44%) Software Engineering
9 31 (43.06%) scikit-learn
10 30 (41.67%) Docker
10 30 (41.67%) D3.js
11 29 (40.28%) Google
12 26 (36.11%) Natural Language Processing
13 25 (34.72%) NumPy
13 25 (34.72%) Agile Software Development
13 25 (34.72%) Java
14 24 (33.33%) JavaScript
14 24 (33.33%) SciPy
14 24 (33.33%) Microsoft Azure
15 23 (31.94%) .NET
15 23 (31.94%) Web Services
15 23 (31.94%) Problem-Solving
16 22 (30.56%) Cloud Native
16 22 (30.56%) Front Office
16 22 (30.56%) Fixed Income
16 22 (30.56%) Node.js
16 22 (30.56%) Microservices
16 22 (30.56%) Google Cloud Platform
17 21 (29.17%) AngularJS
17 21 (29.17%) Big Data

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 18 (25.00%) Apache Spark
2 16 (22.22%) Elasticsearch
3 9 (12.50%) IPython
4 7 (9.72%) Apache
4 7 (9.72%) Apache Airflow
5 2 (2.78%) Apache Pig
5 2 (2.78%) Apache Solr
5 2 (2.78%) ArcGIS
6 1 (1.39%) Confluence
6 1 (1.39%) Luigi
6 1 (1.39%) nginx
Applications
1 2 (2.78%) Microsoft Excel
2 1 (1.39%) SPSS
Cloud Services
1 34 (47.22%) Amazon AWS
2 24 (33.33%) Microsoft Azure
3 22 (30.56%) Google Cloud Platform
4 4 (5.56%) Amazon ECS
5 2 (2.78%) Amazon Kinesis
5 2 (2.78%) Amazon S3
5 2 (2.78%) Amazon SageMaker
5 2 (2.78%) SaaS
6 1 (1.39%) Amazon EMR
6 1 (1.39%) Apigee
6 1 (1.39%) AWS Data Pipeline
6 1 (1.39%) Azure Active Directory
6 1 (1.39%) Azure Machine Learning
6 1 (1.39%) Boomi
6 1 (1.39%) Firebase
6 1 (1.39%) GitHub
6 1 (1.39%) IaaS
6 1 (1.39%) iPaaS
6 1 (1.39%) Office 365
6 1 (1.39%) PaaS
Communications & Networking
1 2 (2.78%) Firewall
2 1 (1.39%) DNS
2 1 (1.39%) VPN
Database & Business Intelligence
1 21 (29.17%) Big Data
2 11 (15.28%) Apache Hive
2 11 (15.28%) Hadoop
3 7 (9.72%) Amazon Redshift
3 7 (9.72%) PostgreSQL
4 3 (4.17%) MongoDB
4 3 (4.17%) NoSQL
4 3 (4.17%) SQL Server
5 2 (2.78%) Data Lake
5 2 (2.78%) Geospatial Data
5 2 (2.78%) GIS
5 2 (2.78%) Looker
5 2 (2.78%) MySQL
5 2 (2.78%) Neo4j
5 2 (2.78%) RDBMS
5 2 (2.78%) Relational Database
5 2 (2.78%) Spatial Data
6 1 (1.39%) Data Mining
6 1 (1.39%) OLAP
6 1 (1.39%) OLTP
Development Applications
1 13 (18.06%) Git (software)
2 9 (12.50%) Subversion
3 4 (5.56%) GoCD
4 3 (4.17%) Jenkins
5 1 (1.39%) ER Studio
5 1 (1.39%) ERwin
5 1 (1.39%) GitLab
5 1 (1.39%) JIRA
5 1 (1.39%) Maven
5 1 (1.39%) RStudio
5 1 (1.39%) Selenium
5 1 (1.39%) Travis CI
5 1 (1.39%) Visual Studio Team System
General
1 22 (30.56%) Front Office
2 20 (27.78%) Finance
3 10 (13.89%) Law
3 10 (13.89%) Marketing
4 9 (12.50%) Billing
5 6 (8.33%) Advertising
6 2 (2.78%) Banking
6 2 (2.78%) Corporate Banking
6 2 (2.78%) Retail
Job Titles
1 29 (40.28%) Data Scientist
2 20 (27.78%) Developer
3 17 (23.61%) Architect
4 16 (22.22%) JavaScript Developer
4 16 (22.22%) Lead Architect
4 16 (22.22%) Lead Developer
5 14 (19.44%) Senior Data Scientist
6 11 (15.28%) Analyst
6 11 (15.28%) Full Stack Developer
7 9 (12.50%) Data Analyst
8 6 (8.33%) Data Engineer
9 4 (5.56%) Node.js Developer
9 4 (5.56%) React Developer
9 4 (5.56%) Senior Data Engineer
10 2 (2.78%) GIS Analyst
10 2 (2.78%) Principal Engineer
10 2 (2.78%) Senior Analyst
10 2 (2.78%) Senior GIS Analyst
11 1 (1.39%) AWS Engineer
11 1 (1.39%) DevOps Administrator
Libraries, Frameworks & Software Standards
1 39 (54.17%) Pandas
2 31 (43.06%) scikit-learn
3 30 (41.67%) D3.js
4 26 (36.11%) Natural Language Processing
5 25 (34.72%) NumPy
6 24 (33.33%) SciPy
7 23 (31.94%) .NET
7 23 (31.94%) Web Services
8 22 (30.56%) Node.js
9 21 (29.17%) AngularJS
10 20 (27.78%) CSS
10 20 (27.78%) CSS3
10 20 (27.78%) HTML
10 20 (27.78%) HTML5
10 20 (27.78%) J2EE
10 20 (27.78%) React
11 18 (25.00%) Backbone.js
11 18 (25.00%) KnockoutJS
11 18 (25.00%) Meteor
11 18 (25.00%) Vue.js
Miscellaneous
1 22 (30.56%) Cloud Native
1 22 (30.56%) Fixed Income
2 20 (27.78%) Greenfield Project
2 20 (27.78%) Hedge funds
3 16 (22.22%) Blog
3 16 (22.22%) Derivative
4 14 (19.44%) Analytical Skills
5 9 (12.50%) Social Media
6 6 (8.33%) Equities
6 6 (8.33%) Foreign Exchange (FX)
6 6 (8.33%) Public Cloud
7 2 (2.78%) Algorithms
8 1 (1.39%) Data Centre
8 1 (1.39%) Data Structures
8 1 (1.39%) Management Information System
8 1 (1.39%) PMI
8 1 (1.39%) Replication
8 1 (1.39%) Virtual Team
Operating Systems
1 3 (4.17%) Linux
2 1 (1.39%) Debian
2 1 (1.39%) Unix
Processes & Methodologies
1 47 (65.28%) Data Science
2 41 (56.94%) Machine Learning
3 32 (44.44%) Software Engineering
4 25 (34.72%) Agile Software Development
5 23 (31.94%) Problem-Solving
6 22 (30.56%) Microservices
7 20 (27.78%) Asset Management
7 20 (27.78%) Investment Management
8 18 (25.00%) Statistics
9 16 (22.22%) Computer Science
9 16 (22.22%) Mentoring
10 13 (18.06%) Visualisation
11 12 (16.67%) Data Modelling
12 10 (13.89%) Data Munging
12 10 (13.89%) Predictive Modelling
13 9 (12.50%) Actionable Insight
13 9 (12.50%) Business Intelligence
13 9 (12.50%) Performance Tuning
13 9 (12.50%) Product Marketing
13 9 (12.50%) Sentiment Analysis
Programming Languages
1 71 (98.61%) Python
2 42 (58.33%) R
3 35 (48.61%) SQL
4 25 (34.72%) Java
5 24 (33.33%) JavaScript
6 19 (26.39%) C#
6 19 (26.39%) C++
7 5 (6.94%) Scala
8 3 (4.17%) Bash Shell
9 2 (2.78%) Perl
10 1 (1.39%) Cypher
10 1 (1.39%) PHP
10 1 (1.39%) PowerShell
10 1 (1.39%) Ruby
10 1 (1.39%) TypeScript
Qualifications
1 5 (6.94%) Degree
1 5 (6.94%) PhD
2 4 (5.56%) Numerate Degree
3 1 (1.39%) CEH
3 1 (1.39%) Computer Science Degree
3 1 (1.39%) Master's Degree
3 1 (1.39%) PMI Certification
3 1 (1.39%) TOGAF Certification
Quality Assurance & Compliance
1 1 (1.39%) QA
System Software
1 30 (41.67%) Docker
2 1 (1.39%) Active Directory
2 1 (1.39%) Snort
Systems Management
1 9 (12.50%) Terraform
2 5 (6.94%) Kubernetes
3 3 (4.17%) Ansible
3 3 (4.17%) Opscode Chef
4 1 (1.39%) Ambari
4 1 (1.39%) Mesos
4 1 (1.39%) Nagios
4 1 (1.39%) Puppet
4 1 (1.39%) Salt
Vendors
1 29 (40.28%) Google
2 20 (27.78%) Rackspace
3 9 (12.50%) EXASOL
3 9 (12.50%) MicroStrategy
4 5 (6.94%) Databricks
4 5 (6.94%) Intel
5 3 (4.17%) Microsoft
6 2 (2.78%) Cisco
6 2 (2.78%) ESRI
6 2 (2.78%) Facebook
6 2 (2.78%) Oracle
6 2 (2.78%) Twitter
7 1 (1.39%) Atlassian
7 1 (1.39%) Axway
7 1 (1.39%) HP
7 1 (1.39%) Informatica
7 1 (1.39%) Percona
7 1 (1.39%) Red Hat
7 1 (1.39%) Tableau
7 1 (1.39%) TIBCO