Period
to 18 September 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 18 September 2018 with a comparison to the same period in the previous 2 years.

Jupyter
England > London
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 793 831 860
Rank change year-on-year +38 +29 -
Permanent jobs citing Jupyter 23 19 17
As % of all permanent IT jobs advertised in London 0.033% 0.025% 0.022%
As % of the Application Platforms category 0.19% 0.13% 0.11%
Number of salaries quoted 17 18 15
London median annual salary £72,500 £50,000 £60,000
Median salary % change year-on-year +45.00% -16.67% -
10th Percentile £47,800 £39,125 £36,250
90th Percentile £100,000 £93,250 £101,000
England median annual salary £70,000 £50,000 £60,000
% change year-on-year +40.00% -16.67% -

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 12,423 14,196 14,988
As % of all permanent IT jobs advertised in London 18.03% 18.99% 19.08%
Number of salaries quoted 9,932 11,174 13,100
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £33,250 £32,500 £31,250
90th Percentile £91,250 £86,250 £82,500
England median annual salary £50,000 £47,500 £45,000
% 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 18 September 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 18 September 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 -22 6 £71,250 -5.00% 4
Jupyter
England

For the 6 months to 18 September 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 15 (65.22%) Data Science
3 14 (60.87%) Machine Learning
4 12 (52.17%) R
5 9 (39.13%) Big Data
5 9 (39.13%) Apache Spark
6 8 (34.78%) Pandas
6 8 (34.78%) Mathematics
6 8 (34.78%) SQL
6 8 (34.78%) Degree
7 7 (30.43%) PostgreSQL
7 7 (30.43%) Agile Software Development
7 7 (30.43%) Finance
7 7 (30.43%) NumPy
8 6 (26.09%) Hadoop
8 6 (26.09%) Analytics
8 6 (26.09%) Natural Language Processing
8 6 (26.09%) Banking
8 6 (26.09%) scikit-learn
9 5 (21.74%) Apache Zeppelin
9 5 (21.74%) Artificial Intelligence
9 5 (21.74%) Docker
9 5 (21.74%) RESTful
10 4 (17.39%) Data Architecture
10 4 (17.39%) Amazon AWS
10 4 (17.39%) Matplotlib
10 4 (17.39%) Line Management
10 4 (17.39%) Hortonworks
10 4 (17.39%) Cloudera
10 4 (17.39%) TDD

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 (39.13%) Apache Spark
2 4 (17.39%) Apache
3 2 (8.70%) Apache Pig
4 1 (4.35%) ArcGIS
4 1 (4.35%) Tomcat
Applications
1 4 (17.39%) Chatbot
2 3 (13.04%) Microsoft Excel
3 1 (4.35%) Microsoft PowerPoint
Cloud Services
1 4 (17.39%) Amazon AWS
2 3 (13.04%) GitHub
3 2 (8.70%) Amazon CloudWatch
3 2 (8.70%) Amazon EMR
3 2 (8.70%) Amazon Kinesis
3 2 (8.70%) Amazon SageMaker
3 2 (8.70%) AWS Lambda
3 2 (8.70%) Google Cloud Platform
3 2 (8.70%) Microsoft Azure
3 2 (8.70%) Serverless
4 1 (4.35%) BrowserStack
4 1 (4.35%) Cloud Computing
Communications & Networking
1 1 (4.35%) HTTP
Database & Business Intelligence
1 9 (39.13%) Big Data
2 7 (30.43%) PostgreSQL
3 6 (26.09%) Hadoop
4 5 (21.74%) Apache Zeppelin
5 3 (13.04%) MongoDB
5 3 (13.04%) Redis
6 2 (8.70%) Amazon Athena
6 2 (8.70%) Amazon Redshift
6 2 (8.70%) Electronic Patient Records
6 2 (8.70%) GIS
6 2 (8.70%) NoSQL
7 1 (4.35%) BigQuery
7 1 (4.35%) Flink
7 1 (4.35%) Geospatial Data
7 1 (4.35%) InfluxDB
7 1 (4.35%) Power BI
7 1 (4.35%) Qlik Sense
7 1 (4.35%) Spatial Data
Development Applications
1 2 (8.70%) Git (software)
2 1 (4.35%) Bitbucket
2 1 (4.35%) Cucumber
2 1 (4.35%) IntelliJ
2 1 (4.35%) Jenkins
2 1 (4.35%) JIRA
2 1 (4.35%) Selenium
2 1 (4.35%) Sonatype Nexus
General
1 7 (30.43%) Finance
2 6 (26.09%) Banking
3 2 (8.70%) Billing
3 2 (8.70%) Retail
4 1 (4.35%) Advertising
4 1 (4.35%) Investment Banking
4 1 (4.35%) Law
4 1 (4.35%) Marketing
Job Titles
1 9 (39.13%) Data Scientist
2 6 (26.09%) Developer
2 6 (26.09%) Python Developer
3 4 (17.39%) Senior Data Scientist
4 3 (13.04%) Analyst
4 3 (13.04%) Architect
4 3 (13.04%) Data Architect
4 3 (13.04%) Data Engineer
5 2 (8.70%) Python Developer - Fintech
5 2 (8.70%) Senior Developer
5 2 (8.70%) Senior Python Developer
6 1 (4.35%) Big Data Manager
6 1 (4.35%) GIS Analyst
6 1 (4.35%) Presales Engineer
6 1 (4.35%) Principal Engineer
6 1 (4.35%) Python Engineer
6 1 (4.35%) Python Team Leader
6 1 (4.35%) Senior Architect
6 1 (4.35%) Senior Data Architect
6 1 (4.35%) Senior GIS Analyst
Libraries, Frameworks & Software Standards
1 8 (34.78%) Pandas
2 7 (30.43%) NumPy
3 6 (26.09%) Natural Language Processing
3 6 (26.09%) scikit-learn
4 5 (21.74%) RESTful
5 4 (17.39%) Matplotlib
5 4 (17.39%) TensorFlow
6 3 (13.04%) Flask
7 2 (8.70%) Anaconda
7 2 (8.70%) AngularJS
7 2 (8.70%) Elastic Stack
7 2 (8.70%) Keras
7 2 (8.70%) Node.js
7 2 (8.70%) React
7 2 (8.70%) WebSockets
8 1 (4.35%) Kafka
8 1 (4.35%) MLlib
8 1 (4.35%) MXNet
8 1 (4.35%) REST
8 1 (4.35%) SciPy
Miscellaneous
1 4 (17.39%) Algorithms
2 3 (13.04%) Analytical Skills
2 3 (13.04%) Computer Science
2 3 (13.04%) Fintech
3 2 (8.70%) Equities
3 2 (8.70%) Hedge funds
3 2 (8.70%) Marketing Technology
4 1 (4.35%) Greenfield Project
4 1 (4.35%) SCADA
4 1 (4.35%) Self-Motivation
4 1 (4.35%) Smart Home
4 1 (4.35%) Taxonomies
4 1 (4.35%) Virtual Team
Operating Systems
1 3 (13.04%) Linux
2 1 (4.35%) Red Hat Enterprise Linux
2 1 (4.35%) Unix
Processes & Methodologies
1 15 (65.22%) Data Science
2 14 (60.87%) Machine Learning
3 8 (34.78%) Mathematics
4 7 (30.43%) Agile Software Development
5 6 (26.09%) Analytics
6 5 (21.74%) Artificial Intelligence
7 4 (17.39%) Data Architecture
7 4 (17.39%) Data Strategy
7 4 (17.39%) Line Management
7 4 (17.39%) TDD
8 3 (13.04%) Data Analysis
8 3 (13.04%) Data Visualisation
8 3 (13.04%) Deep Learning
8 3 (13.04%) ETL
8 3 (13.04%) Neural Network
8 3 (13.04%) Physics
8 3 (13.04%) Statistical Analysis
8 3 (13.04%) Visualisation
9 2 (8.70%) Data Modelling
9 2 (8.70%) SOA
Programming Languages
1 23 (100.00%) Python
2 12 (52.17%) R
3 8 (34.78%) SQL
4 4 (17.39%) JavaScript
5 2 (8.70%) Go
5 2 (8.70%) Scala
6 1 (4.35%) Bash Shell
6 1 (4.35%) Java
Qualifications
1 8 (34.78%) Degree
2 3 (13.04%) Master's Degree
3 2 (8.70%) Numerate Degree
3 2 (8.70%) PhD
4 1 (4.35%) AWS Certification
Quality Assurance & Compliance
1 2 (8.70%) GCP
2 1 (4.35%) QA
System Software
1 5 (21.74%) Docker
Systems Management
1 1 (4.35%) Hadoop YARN
Vendors
1 4 (17.39%) Cloudera
1 4 (17.39%) Databricks
1 4 (17.39%) Google
1 4 (17.39%) Hortonworks
1 4 (17.39%) IBM
2 1 (4.35%) ESRI
2 1 (4.35%) Microsoft
2 1 (4.35%) Tableau