Period
to 22 January 2020

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 22 January 2020 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
22 Jan 2020
Same period 2019 Same period 2018
Rank 626 747 816
Rank change year-on-year +121 +69 -2
Permanent jobs citing Jupyter 71 35 15
As % of all permanent IT jobs advertised in London 0.14% 0.055% 0.021%
As % of the Application Platforms category 0.93% 0.32% 0.12%
Number of salaries quoted 53 29 13
London median annual salary £70,000 £80,000 £60,000
Median salary % change year-on-year -12.50% +33.33% -4.00%
10th Percentile £42,500 £42,850 £47,500
90th Percentile £99,000 £117,500 £95,000
England median annual salary £66,250 £77,500 £55,000
% change year-on-year -14.52% +40.91% +29.41%

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 7,608 10,856 12,773
As % of all permanent IT jobs advertised in London 14.82% 17.20% 18.28%
Number of salaries quoted 6,240 8,768 10,614
London median annual salary £60,750 £60,000 £57,500
Median salary % change year-on-year +1.25% +4.35% +4.55%
10th Percentile £32,500 £32,500 £33,750
90th Percentile £95,000 £92,500 £87,500
England median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +3.23%

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 22 January 2020.

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 22 January 2020. 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 +35 7 £82,500 +3.13% 12
Jupyter
England

For the 6 months to 22 January 2020, 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 70 (98.59%) Python
2 57 (80.28%) Data Science
3 44 (61.97%) Machine Learning
4 30 (42.25%) Pandas
5 28 (39.44%) scikit-learn
6 25 (35.21%) NumPy
7 24 (33.80%) Agile Software Development
7 24 (33.80%) Apache Spark
8 23 (32.39%) SQL
9 20 (28.17%) Statistics
9 20 (28.17%) Analytics
10 19 (26.76%) Natural Language Processing
11 18 (25.35%) Analytical Skills
11 18 (25.35%) Computer Science
12 17 (23.94%) Front Office
12 17 (23.94%) Problem-Solving
13 16 (22.54%) Algorithms
13 16 (22.54%) R
13 16 (22.54%) Big Data
14 15 (21.13%) PostgreSQL
14 15 (21.13%) Git (software)
14 15 (21.13%) Hadoop
15 14 (19.72%) Visualisation
15 14 (19.72%) Data Modelling
16 13 (18.31%) C#
16 13 (18.31%) AWS
16 13 (18.31%) SciPy
16 13 (18.31%) Predictive Modelling
17 12 (16.90%) Degree
17 12 (16.90%) Data Analysis

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 24 (33.80%) Apache Spark
2 8 (11.27%) Elasticsearch
3 6 (8.45%) IPython
4 5 (7.04%) Apache Airflow
5 4 (5.63%) nginx
6 3 (4.23%) Confluence
6 3 (4.23%) IIS
7 2 (2.82%) SAS
8 1 (1.41%) Apache
8 1 (1.41%) OpenStack
8 1 (1.41%) Pachyderm
Cloud Services
1 13 (18.31%) AWS
2 8 (11.27%) GCP
3 6 (8.45%) Amazon S3
4 4 (5.63%) Amazon ECS
4 4 (5.63%) Amazon EMR
4 4 (5.63%) Amazon Kinesis
4 4 (5.63%) Azure
5 3 (4.23%) Cloud Computing
5 3 (4.23%) GitHub
6 2 (2.82%) Amazon SageMaker
7 1 (1.41%) Amazon EC2
7 1 (1.41%) Amazon EKS
7 1 (1.41%) Amazon ELB
7 1 (1.41%) Joyent
Communications & Networking
1 4 (5.63%) Cisco IOS
2 1 (1.41%) HTTP
Database & Business Intelligence
1 16 (22.54%) Big Data
2 15 (21.13%) Hadoop
2 15 (21.13%) PostgreSQL
3 10 (14.08%) Apache Hive
4 7 (9.86%) Apache Zeppelin
4 7 (9.86%) Relational Database
5 5 (7.04%) HBase
5 5 (7.04%) MongoDB
5 5 (7.04%) SQL Server
6 4 (5.63%) Amazon Athena
6 4 (5.63%) Amazon Redshift
6 4 (5.63%) BigQuery
6 4 (5.63%) InfluxDB
6 4 (5.63%) MySQL
7 3 (4.23%) NoSQL
8 2 (2.82%) Data Lake
8 2 (2.82%) Data Mining
8 2 (2.82%) Impala
9 1 (1.41%) GIS
9 1 (1.41%) Text Mining
Development Applications
1 15 (21.13%) Git (software)
2 8 (11.27%) Subversion
3 5 (7.04%) JIRA
4 4 (5.63%) Redmine
5 3 (4.23%) Team Foundation Server
6 2 (2.82%) Jenkins
General
1 17 (23.94%) Front Office
2 11 (15.49%) Finance
3 6 (8.45%) Billing
3 6 (8.45%) Marketing
4 4 (5.63%) Law
5 3 (4.23%) Publishing
6 2 (2.82%) Banking
6 2 (2.82%) Games
7 1 (1.41%) Advertising
Job Titles
1 28 (39.44%) Data Scientist
2 20 (28.17%) Developer
3 16 (22.54%) Senior Data Scientist
4 13 (18.31%) Senior Developer
5 9 (12.68%) Python Developer
6 8 (11.27%) Analyst
6 8 (11.27%) Data Analyst
7 7 (9.86%) Data Engineer
8 5 (7.04%) MicroStrategy Developer
8 5 (7.04%) Python Engineer
8 5 (7.04%) Senior MicroStrategy Developer
9 4 (5.63%) Analytics Developer
9 4 (5.63%) Front Office Developer
9 4 (5.63%) Senior Data Engineer
10 3 (4.23%) C# Developer
10 3 (4.23%) C/C++ Developer
10 3 (4.23%) C++ Developer
10 3 (4.23%) Senior C# Developer
10 3 (4.23%) Senior SQL Developer
10 3 (4.23%) SQL Developer
Libraries, Frameworks & Software Standards
1 30 (42.25%) Pandas
2 28 (39.44%) scikit-learn
3 25 (35.21%) NumPy
4 19 (26.76%) Natural Language Processing
5 13 (18.31%) SciPy
6 8 (11.27%) AngularJS
6 8 (11.27%) React
7 7 (9.86%) Flask
7 7 (9.86%) ggplot
7 7 (9.86%) Matplotlib
8 6 (8.45%) Seaborn
9 5 (7.04%) Kafka
9 5 (7.04%) Protocol Buffers
9 5 (7.04%) TensorFlow
10 4 (5.63%) Dask
10 4 (5.63%) LEMP Stack
10 4 (5.63%) Node.js
10 4 (5.63%) Qt
10 4 (5.63%) REST
10 4 (5.63%) ZeroMQ
Miscellaneous
1 18 (25.35%) Analytical Skills
2 16 (22.54%) Algorithms
3 9 (12.68%) Fixed Income
4 8 (11.27%) Hedge funds
5 6 (8.45%) Social Media
6 5 (7.04%) Pricing Data
7 4 (5.63%) Derivative
8 2 (2.82%) Data Centre
8 2 (2.82%) Data Structures
8 2 (2.82%) Greenfield Project
9 1 (1.41%) Cloud Native
9 1 (1.41%) Equities
9 1 (1.41%) Linux Command Line
Operating Systems
1 11 (15.49%) Linux
2 9 (12.68%) Unix
3 4 (5.63%) Windows
3 4 (5.63%) Windows 7
3 4 (5.63%) Windows Server
3 4 (5.63%) Windows Server 2012
Processes & Methodologies
1 57 (80.28%) Data Science
2 44 (61.97%) Machine Learning
3 24 (33.80%) Agile Software Development
4 20 (28.17%) Analytics
4 20 (28.17%) Statistics
5 18 (25.35%) Computer Science
6 17 (23.94%) Problem-Solving
7 14 (19.72%) Data Modelling
7 14 (19.72%) Visualisation
8 13 (18.31%) Predictive Modelling
9 12 (16.90%) Business Intelligence
9 12 (16.90%) Data Analysis
10 11 (15.49%) Data Analytics
10 11 (15.49%) Mathematics
10 11 (15.49%) Stakeholder Management
11 10 (14.08%) Deep Learning
11 10 (14.08%) OO
12 9 (12.68%) Kalman Filter
13 8 (11.27%) Microservices
13 8 (11.27%) Performance Tuning
Programming Languages
1 70 (98.59%) Python
2 23 (32.39%) SQL
3 16 (22.54%) R
4 13 (18.31%) C#
5 12 (16.90%) Java
6 9 (12.68%) C++
7 8 (11.27%) JavaScript
8 7 (9.86%) Scala
9 6 (8.45%) C
10 5 (7.04%) Haskell
10 5 (7.04%) MATLAB
11 4 (5.63%) F#
11 4 (5.63%) Julia
11 4 (5.63%) OCaml
11 4 (5.63%) Perl
11 4 (5.63%) Ruby
11 4 (5.63%) VBA
12 3 (4.23%) Bash Shell
12 3 (4.23%) Clojure
13 2 (2.82%) Shell Script
Qualifications
1 12 (16.90%) Degree
2 5 (7.04%) PhD
3 4 (5.63%) Computer Science Degree
System Software
1 7 (9.86%) Docker
Systems Management
1 4 (5.63%) Icinga
1 4 (5.63%) Kubernetes
1 4 (5.63%) Prometheus
1 4 (5.63%) Terraform
2 1 (1.41%) Ansible
2 1 (1.41%) Kibana
2 1 (1.41%) Oozie
Vendors
1 11 (15.49%) EXASOL
1 11 (15.49%) MicroStrategy
2 7 (9.86%) Google
3 4 (5.63%) Cisco
3 4 (5.63%) Synology
4 3 (4.23%) Tableau
5 1 (1.41%) Alias
5 1 (1.41%) Cloudera
5 1 (1.41%) Databricks
5 1 (1.41%) Microsoft
5 1 (1.41%) Oracle
5 1 (1.41%) Splunk