Period
to 17 July 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 17 July 2018 with a comparison to the same period in the previous 2 years.

Jupyter
England > London
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 808 840 890
Rank change year-on-year +32 +50 -
Permanent jobs citing Jupyter 22 11 15
As % of all permanent IT jobs advertised in London 0.031% 0.015% 0.018%
As % of the Application Platforms category 0.17% 0.079% 0.094%
Number of salaries quoted 18 10 13
London median annual salary £68,750 £50,000 £60,000
Median salary % change year-on-year +37.50% -16.67% -
10th Percentile £52,625 £31,250 £50,250
90th Percentile £80,375 £94,250 £110,500
England median annual salary £66,250 £50,000 £60,000
% change year-on-year +32.50% -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 12,671 13,934 15,969
As % of all permanent IT jobs advertised in London 17.72% 19.07% 19.21%
Number of salaries quoted 10,126 11,268 14,008
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £33,750 £32,500 £31,250
90th Percentile £90,000 £86,250 £81,250
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 17 July 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 17 July 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 -30 7 £75,000 - 3
Jupyter
England

For the 6 months to 17 July 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 22 (100.00%) Python
2 16 (72.73%) Data Science
3 15 (68.18%) Machine Learning
4 11 (50.00%) Pandas
5 10 (45.45%) Degree
6 9 (40.91%) SQL
6 9 (40.91%) Apache Spark
6 9 (40.91%) NumPy
6 9 (40.91%) R
7 8 (36.36%) scikit-learn
7 8 (36.36%) Agile Software Development
8 7 (31.82%) Finance
8 7 (31.82%) Hadoop
9 6 (27.27%) Mathematics
9 6 (27.27%) PostgreSQL
9 6 (27.27%) ETL
9 6 (27.27%) Big Data
9 6 (27.27%) Natural Language Processing
9 6 (27.27%) Master's Degree
10 5 (22.73%) MongoDB
10 5 (22.73%) GitHub
10 5 (22.73%) Algorithms
10 5 (22.73%) Apache
10 5 (22.73%) Banking
10 5 (22.73%) RESTful
11 4 (18.18%) Amazon AWS
11 4 (18.18%) Git (software)
11 4 (18.18%) Artificial Intelligence
11 4 (18.18%) Neural Network
11 4 (18.18%) GIS

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 (40.91%) Apache Spark
2 5 (22.73%) Apache
3 2 (9.09%) Apache Pig
4 1 (4.55%) Tomcat
Applications
1 3 (13.64%) Chatbot
2 2 (9.09%) Microsoft Excel
2 2 (9.09%) Microsoft PowerPoint
Cloud Services
1 5 (22.73%) GitHub
2 4 (18.18%) Amazon AWS
3 2 (9.09%) Amazon CloudWatch
4 1 (4.55%) Amazon EMR
4 1 (4.55%) Amazon Kinesis
4 1 (4.55%) Amazon S3
4 1 (4.55%) Amazon SageMaker
4 1 (4.55%) AWS Lambda
4 1 (4.55%) BrowserStack
4 1 (4.55%) Cloud Computing
4 1 (4.55%) Google Cloud Platform
4 1 (4.55%) Serverless
Database & Business Intelligence
1 7 (31.82%) Hadoop
2 6 (27.27%) Big Data
2 6 (27.27%) PostgreSQL
3 5 (22.73%) MongoDB
4 4 (18.18%) Apache Zeppelin
4 4 (18.18%) GIS
5 3 (13.64%) Redis
6 2 (9.09%) Amazon Redshift
6 2 (9.09%) NoSQL
7 1 (4.55%) Amazon Athena
7 1 (4.55%) Apache Hive
7 1 (4.55%) BigQuery
7 1 (4.55%) Electronic Patient Records
7 1 (4.55%) Flink
7 1 (4.55%) HBase
7 1 (4.55%) Mahout
7 1 (4.55%) Power BI
7 1 (4.55%) Qlik Sense
Development Applications
1 4 (18.18%) Bitbucket
1 4 (18.18%) Git (software)
2 1 (4.55%) Cucumber
2 1 (4.55%) IntelliJ
2 1 (4.55%) Jenkins
2 1 (4.55%) JIRA
2 1 (4.55%) PyCharm
2 1 (4.55%) Selenium
2 1 (4.55%) Sonatype Nexus
2 1 (4.55%) Vagrant
2 1 (4.55%) Wing IDE
General
1 7 (31.82%) Finance
2 5 (22.73%) Banking
3 2 (9.09%) Billing
4 1 (4.55%) Advertising
4 1 (4.55%) Investment Banking
4 1 (4.55%) Law
4 1 (4.55%) Marketing
4 1 (4.55%) Retail
Job Titles
1 12 (54.55%) Data Scientist
2 7 (31.82%) Developer
2 7 (31.82%) Python Developer
3 3 (13.64%) Architect
3 3 (13.64%) Data Architect
4 2 (9.09%) Python Developer - Fintech
4 2 (9.09%) Senior Developer
4 2 (9.09%) Senior Python Developer
5 1 (4.55%) Data Engineer
5 1 (4.55%) Django Developer
5 1 (4.55%) Linux Developer
5 1 (4.55%) Python Engineer
5 1 (4.55%) Python/Django Developer
5 1 (4.55%) QA Engineer
5 1 (4.55%) Senior Architect
5 1 (4.55%) Senior Data Architect
5 1 (4.55%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 11 (50.00%) Pandas
2 9 (40.91%) NumPy
3 8 (36.36%) scikit-learn
4 6 (27.27%) Natural Language Processing
5 5 (22.73%) RESTful
6 3 (13.64%) Flask
6 3 (13.64%) TensorFlow
7 2 (9.09%) AngularJS
7 2 (9.09%) Django
7 2 (9.09%) Elastic Stack
7 2 (9.09%) Keras
7 2 (9.09%) Matplotlib
7 2 (9.09%) pytest
7 2 (9.09%) React
7 2 (9.09%) Web Services
7 2 (9.09%) WebSockets
8 1 (4.55%) D3.js
8 1 (4.55%) Kafka
8 1 (4.55%) SciPy
8 1 (4.55%) SQLAlchemy
Miscellaneous
1 5 (22.73%) Algorithms
2 4 (18.18%) Greenfield Project
3 2 (9.09%) Analytical Skills
3 2 (9.09%) Computer Science
3 2 (9.09%) Equities
3 2 (9.09%) Fintech
3 2 (9.09%) Hedge funds
4 1 (4.55%) Marketing Technology
4 1 (4.55%) Self-Motivation
4 1 (4.55%) Virtual Team
Operating Systems
1 2 (9.09%) Linux
2 1 (4.55%) Red Hat Enterprise Linux
2 1 (4.55%) Unix
Processes & Methodologies
1 16 (72.73%) Data Science
2 15 (68.18%) Machine Learning
3 8 (36.36%) Agile Software Development
4 6 (27.27%) ETL
4 6 (27.27%) Mathematics
5 4 (18.18%) Analytics
5 4 (18.18%) Artificial Intelligence
5 4 (18.18%) Coaching
5 4 (18.18%) Creative Thinking
5 4 (18.18%) Mentoring
5 4 (18.18%) Neural Network
6 3 (13.64%) Data Architecture
6 3 (13.64%) Data Strategy
6 3 (13.64%) Line Management
6 3 (13.64%) TDD
7 2 (9.09%) Monte Carlo Method
7 2 (9.09%) Physics
7 2 (9.09%) Statistical Analysis
7 2 (9.09%) Statistical Modelling
7 2 (9.09%) Visualisation
Programming Languages
1 22 (100.00%) Python
2 9 (40.91%) R
2 9 (40.91%) SQL
3 4 (18.18%) JavaScript
4 2 (9.09%) Scala
5 1 (4.55%) C++
5 1 (4.55%) Go
5 1 (4.55%) Java
5 1 (4.55%) MATLAB
Qualifications
1 10 (45.45%) Degree
2 6 (27.27%) Master's Degree
3 1 (4.55%) AWS Certification
3 1 (4.55%) PhD
Quality Assurance & Compliance
1 1 (4.55%) QA
System Software
1 4 (18.18%) Docker
Systems Management
1 1 (4.55%) Hadoop YARN
Vendors
1 3 (13.64%) Cloudera
1 3 (13.64%) Databricks
1 3 (13.64%) Hortonworks
1 3 (13.64%) IBM
2 2 (9.09%) Google
2 2 (9.09%) Tableau