Period
to 19 November 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 19 November 2019 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
19 Nov 2019
Same period 2018 Same period 2017
Rank 663 784 839
Rank change year-on-year +121 +55 +9
Permanent jobs citing Jupyter 65 23 22
As % of all permanent IT jobs advertised in London 0.12% 0.034% 0.029%
As % of the Application Platforms category 0.78% 0.20% 0.16%
Number of salaries quoted 53 20 21
London median annual salary £70,000 £75,000 £52,500
Median salary % change year-on-year -6.67% +42.86% -16.00%
10th Percentile £52,500 £35,750 £45,000
90th Percentile £94,500 £90,125 £95,000
England median annual salary £70,000 £70,000 £50,000
% change year-on-year - +40.00% +2.56%

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 8,285 11,649 14,087
As % of all permanent IT jobs advertised in London 15.18% 17.40% 18.85%
Number of salaries quoted 6,778 9,414 11,248
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £32,500 £32,500 £32,500
90th Percentile £95,000 £92,500 £87,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +3.26%

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 19 November 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 19 November 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 +26 3 £82,500 +11.86% 5
Jupyter
England

For the 6 months to 19 November 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 64 (98.46%) Python
2 55 (84.62%) Data Science
3 44 (67.69%) Machine Learning
4 28 (43.08%) scikit-learn
5 25 (38.46%) Statistics
6 23 (35.38%) Natural Language Processing
6 23 (35.38%) Problem-Solving
7 21 (32.31%) Computer Science
8 20 (30.77%) NumPy
8 20 (30.77%) Agile Software Development
8 20 (30.77%) Pandas
8 20 (30.77%) Apache Spark
9 19 (29.23%) SQL
10 18 (27.69%) Elasticsearch
10 18 (27.69%) Big Data
11 17 (26.15%) AWS
12 16 (24.62%) Analytics
13 13 (20.00%) Unix
14 11 (16.92%) Linux
14 11 (16.92%) PostgreSQL
14 11 (16.92%) Hadoop
15 10 (15.38%) SciPy
15 10 (15.38%) R
15 10 (15.38%) Kalman Filter
15 10 (15.38%) Algorithms
16 9 (13.85%) Apache Airflow
16 9 (13.85%) Terraform
16 9 (13.85%) Docker
16 9 (13.85%) Amazon EMR
16 9 (13.85%) Apache Hive

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 20 (30.77%) Apache Spark
2 18 (27.69%) Elasticsearch
3 9 (13.85%) Apache Airflow
4 7 (10.77%) Apache
5 4 (6.15%) nginx
6 2 (3.08%) SAS
7 1 (1.54%) Apache Pig
7 1 (1.54%) IPython
7 1 (1.54%) OpenStack
7 1 (1.54%) Pachyderm
Cloud Services
1 17 (26.15%) AWS
2 9 (13.85%) Amazon EMR
3 8 (12.31%) Amazon S3
3 8 (12.31%) GCP
4 5 (7.69%) Amazon EC2
4 5 (7.69%) Amazon ELB
4 5 (7.69%) Amazon Kinesis
5 3 (4.62%) Azure
6 2 (3.08%) Amazon ECS
7 1 (1.54%) AdWords
7 1 (1.54%) Amazon EKS
7 1 (1.54%) Amazon SageMaker
7 1 (1.54%) AWS Data Pipeline
7 1 (1.54%) AWS Lambda
7 1 (1.54%) Firebase
7 1 (1.54%) GitHub
7 1 (1.54%) Joyent
7 1 (1.54%) Qubole
7 1 (1.54%) Serverless
Communications & Networking
1 4 (6.15%) Cisco IOS
2 1 (1.54%) HTTP
Database & Business Intelligence
1 18 (27.69%) Big Data
2 11 (16.92%) Hadoop
2 11 (16.92%) PostgreSQL
3 9 (13.85%) Apache Hive
4 6 (9.23%) Apache Zeppelin
4 6 (9.23%) Relational Database
5 5 (7.69%) Amazon Redshift
5 5 (7.69%) MongoDB
5 5 (7.69%) SQL Server
6 4 (6.15%) InfluxDB
6 4 (6.15%) MySQL
7 3 (4.62%) Amazon Athena
7 3 (4.62%) BigQuery
7 3 (4.62%) HBase
7 3 (4.62%) NoSQL
8 2 (3.08%) Data Lake
9 1 (1.54%) Amazon RDS
9 1 (1.54%) Apache Cassandra
9 1 (1.54%) Flink
9 1 (1.54%) Presto
Development Applications
1 8 (12.31%) Git (software)
2 4 (6.15%) Redmine
3 3 (4.62%) Jenkins
4 2 (3.08%) GoCD
4 2 (3.08%) JIRA
5 1 (1.54%) GitLab
5 1 (1.54%) RStudio
5 1 (1.54%) Subversion
General
1 9 (13.85%) Finance
1 9 (13.85%) Front Office
2 4 (6.15%) Advertising
3 3 (4.62%) Publishing
4 2 (3.08%) Banking
4 2 (3.08%) Games
5 1 (1.54%) Billing
5 1 (1.54%) Marketing
Job Titles
1 28 (43.08%) Data Scientist
2 21 (32.31%) Senior Data Scientist
3 14 (21.54%) Developer
4 10 (15.38%) Data Engineer
5 8 (12.31%) Senior Developer
6 6 (9.23%) Data Science Engineer
6 6 (9.23%) Python Developer
6 6 (9.23%) Senior Data Engineer
7 5 (7.69%) AWS Engineer
7 5 (7.69%) MicroStrategy Developer
7 5 (7.69%) Platform Engineer
7 5 (7.69%) Senior MicroStrategy Developer
8 3 (4.62%) Analyst
8 3 (4.62%) C Developer
8 3 (4.62%) C/C++ Developer
8 3 (4.62%) C++ Developer
8 3 (4.62%) Data Analyst
8 3 (4.62%) Python Engineer
9 2 (3.08%) Analytics Developer
9 2 (3.08%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 28 (43.08%) scikit-learn
2 23 (35.38%) Natural Language Processing
3 20 (30.77%) NumPy
3 20 (30.77%) Pandas
4 10 (15.38%) SciPy
5 6 (9.23%) Web Services
6 5 (7.69%) Django
6 5 (7.69%) JDBC
6 5 (7.69%) ODBC
6 5 (7.69%) Protocol Buffers
7 4 (6.15%) AngularJS
7 4 (6.15%) Boost C++ Libraries
7 4 (6.15%) Dask
7 4 (6.15%) Flask
7 4 (6.15%) Kafka
7 4 (6.15%) Keras
7 4 (6.15%) LEMP Stack
7 4 (6.15%) POSIX
7 4 (6.15%) Qt
7 4 (6.15%) ZeroMQ
Miscellaneous
1 10 (15.38%) Algorithms
2 8 (12.31%) Analytical Skills
2 8 (12.31%) Hedge funds
3 6 (9.23%) Fixed Income
4 4 (6.15%) Derivative
5 3 (4.62%) Pricing Data
6 2 (3.08%) Data Centre
6 2 (3.08%) Data Structures
6 2 (3.08%) Equities
7 1 (1.54%) Cloud Native
7 1 (1.54%) Linux Command Line
7 1 (1.54%) Social Media
Operating Systems
1 13 (20.00%) Unix
2 11 (16.92%) Linux
3 4 (6.15%) Windows
3 4 (6.15%) Windows 7
3 4 (6.15%) Windows Server
3 4 (6.15%) Windows Server 2012
Processes & Methodologies
1 55 (84.62%) Data Science
2 44 (67.69%) Machine Learning
3 25 (38.46%) Statistics
4 23 (35.38%) Problem-Solving
5 21 (32.31%) Computer Science
6 20 (30.77%) Agile Software Development
7 16 (24.62%) Analytics
8 10 (15.38%) Kalman Filter
9 9 (13.85%) Business Intelligence
9 9 (13.85%) Open Source
9 9 (13.85%) Software Engineering
10 8 (12.31%) Data Analysis
10 8 (12.31%) Data Modelling
10 8 (12.31%) Visualisation
11 7 (10.77%) Mathematics
11 7 (10.77%) Stakeholder Management
12 6 (9.23%) BDD
12 6 (9.23%) DevOps
12 6 (9.23%) Scrum
12 6 (9.23%) TDD
Programming Languages
1 64 (98.46%) Python
2 19 (29.23%) SQL
3 10 (15.38%) R
4 8 (12.31%) C#
4 8 (12.31%) Java
5 7 (10.77%) C++
5 7 (10.77%) Scala
6 6 (9.23%) C
7 5 (7.69%) Shell Script
8 4 (6.15%) F#
8 4 (6.15%) Haskell
8 4 (6.15%) Julia
8 4 (6.15%) MATLAB
8 4 (6.15%) OCaml
8 4 (6.15%) Perl
8 4 (6.15%) Ruby
8 4 (6.15%) VBA
9 3 (4.62%) Bash Shell
9 3 (4.62%) Clojure
9 3 (4.62%) JavaScript
Qualifications
1 5 (7.69%) Degree
2 2 (3.08%) PhD
3 1 (1.54%) Computer Science Degree
Quality Assurance & Compliance
1 1 (1.54%) QA
System Software
1 9 (13.85%) Docker
Systems Management
1 9 (13.85%) Terraform
2 5 (7.69%) Ansible
3 4 (6.15%) Icinga
3 4 (6.15%) Prometheus
4 3 (4.62%) Kubernetes
Vendors
1 8 (12.31%) Google
2 6 (9.23%) EXASOL
2 6 (9.23%) MicroStrategy
2 6 (9.23%) Tableau
3 5 (7.69%) Splunk
4 4 (6.15%) Cisco
4 4 (6.15%) Synology
5 3 (4.62%) Databricks
6 1 (1.54%) Facebook
6 1 (1.54%) Microsoft
6 1 (1.54%) Oracle
6 1 (1.54%) Twitter