Period
to 15 December 2019

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Jupyter skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Jupyter over the 6 months to 15 December 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
15 Dec 2019
Same period 2018 Same period 2017
Rank 474 606 605
Rank change year-on-year +132 -1 +21
Contract jobs citing Jupyter 63 33 28
As % of all contract IT jobs advertised in London 0.19% 0.071% 0.059%
As % of the Application Platforms category 1.25% 0.41% 0.34%
Number of daily rates quoted 55 23 24
London median daily rate £490 £525 £538
Median daily rate % change year-on-year -6.67% -2.33% -8.32%
10th Percentile £384 £400 £341
90th Percentile £720 £625 £664
England median daily rate £550 £525 £525
% change year-on-year +4.76% - -9.48%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate - - -

Jupyter is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for application platform skills.

All Application Platform Skills
London
Contract vacancies with a requirement for application platform skills 5,046 8,046 8,116
As % of all contract IT jobs advertised in London 15.03% 17.31% 17.09%
Number of daily rates quoted 3,535 5,652 5,836
London median daily rate £500 £500 £500
10th Percentile £281 £305 £300
90th Percentile £675 £675 £650
England median daily rate £450 £475 £450
% change year-on-year -5.26% +5.56% +5.88%
Number of hourly rates quoted 61 87 105
London median hourly rate £22.50 £24.00 £20.44
Median hourly rate % change year-on-year -6.25% +17.45% +15.13%
10th Percentile £15.25 £13.45 £12.50
90th Percentile £50.00 £47.50 £47.83
England median hourly rate £20.50 £21.50 £20.00
% change year-on-year -4.65% +7.50% -

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
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Jupyter in London.

Contractor daily rate trend for Jupyter in London

Jupyter
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Jupyter in London over the 6 months to 15 December 2019.

Contractor daily rate histogram for Jupyter in London

Jupyter
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Jupyter within the London region over the 6 months to 15 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +61 18 £500 -13.04% 4
East London - 2 £507 -
Jupyter
England

For the 6 months to 15 December 2019, IT contractor 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 contract job ads across the London region with a requirement for Jupyter.

1 45 (71.43%) Python
2 33 (52.38%) AWS
3 26 (41.27%) Machine Learning
4 22 (34.92%) Web Services
5 21 (33.33%) Google
5 21 (33.33%) Mathematics
6 20 (31.75%) R
6 20 (31.75%) Agile Software Development
6 20 (31.75%) Data Engineering
7 19 (30.16%) Apache Spark
7 19 (30.16%) Azure
8 18 (28.57%) Computer Science
8 18 (28.57%) Pandas
8 18 (28.57%) TensorFlow
9 17 (26.98%) Data Science
9 17 (26.98%) XML
9 17 (26.98%) Java
9 17 (26.98%) SQL
10 16 (25.40%) Continuous Integration
10 16 (25.40%) Cloud Computing
11 15 (23.81%) HTML
11 15 (23.81%) Finance
11 15 (23.81%) Publishing
12 14 (22.22%) Terraform
12 14 (22.22%) GCP
13 13 (20.63%) Microservices
13 13 (20.63%) Degree
13 13 (20.63%) SQL Server
13 13 (20.63%) Hadoop
13 13 (20.63%) Visualisation

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 19 (30.16%) Apache Spark
2 3 (4.76%) Apache
2 3 (4.76%) Confluence
3 1 (1.59%) Apache Airflow
3 1 (1.59%) Elasticsearch
3 1 (1.59%) SAS
Applications
1 7 (11.11%) Microsoft Excel
Cloud Services
1 33 (52.38%) AWS
2 19 (30.16%) Azure
3 16 (25.40%) Cloud Computing
4 14 (22.22%) GCP
5 9 (14.29%) Amazon Kinesis
6 8 (12.70%) Amazon EMR
7 7 (11.11%) Datadog
7 7 (11.11%) Power Platform
7 7 (11.11%) Stackdriver
8 5 (7.94%) Amazon ECS
9 2 (3.17%) Amazon CloudWatch
9 2 (3.17%) Amazon S3
9 2 (3.17%) AWS CloudFormation
9 2 (3.17%) AWS CloudTrail
9 2 (3.17%) AWS Lambda
9 2 (3.17%) AWS Step Functions
9 2 (3.17%) Serverless
10 1 (1.59%) Azure Machine Learning
10 1 (1.59%) GitHub
10 1 (1.59%) OpenShift
Database & Business Intelligence
1 13 (20.63%) Hadoop
1 13 (20.63%) SQL Server
2 12 (19.05%) Apache Hive
2 12 (19.05%) Big Data
3 10 (15.87%) BigQuery
4 8 (12.70%) Impala
4 8 (12.70%) PostgreSQL
5 7 (11.11%) Power BI
5 7 (11.11%) Spark SQL
5 7 (11.11%) Sqoop
6 5 (7.94%) Amazon Redshift
6 5 (7.94%) MongoDB
7 4 (6.35%) Apache Zeppelin
8 3 (4.76%) Data Lake
9 2 (3.17%) Amazon Athena
9 2 (3.17%) Data Warehouse
9 2 (3.17%) Parquet
9 2 (3.17%) Presto
10 1 (1.59%) Apache Accumulo
10 1 (1.59%) NoSQL
Development Applications
1 10 (15.87%) JIRA
2 6 (9.52%) Git (software)
3 3 (4.76%) Atlassian Bamboo
4 1 (1.59%) Bitbucket
4 1 (1.59%) GitLab
4 1 (1.59%) GoCD
4 1 (1.59%) RStudio
General
1 15 (23.81%) Finance
1 15 (23.81%) Publishing
2 6 (9.52%) Banking
3 5 (7.94%) Front Office
4 4 (6.35%) Law
5 3 (4.76%) Investment Banking
5 3 (4.76%) Retail Banking
6 1 (1.59%) Advertising
6 1 (1.59%) Games
6 1 (1.59%) Legal
6 1 (1.59%) Marketing
Job Titles
1 16 (25.40%) Data Engineer
2 12 (19.05%) Data Scientist
3 7 (11.11%) Cloud Engineer
4 6 (9.52%) Python Engineer
5 5 (7.94%) Big Data Engineer
6 4 (6.35%) Platform Engineer
7 3 (4.76%) Architect
7 3 (4.76%) AWS Engineer
7 3 (4.76%) Content Designer
7 3 (4.76%) Designer
7 3 (4.76%) Developer
7 3 (4.76%) Senior Software Engineer
7 3 (4.76%) Software Engineer
8 2 (3.17%) Cloud Architect
8 2 (3.17%) Machine Learning Scientist
8 2 (3.17%) Python Developer
8 2 (3.17%) Technical Writer
9 1 (1.59%) Analyst
9 1 (1.59%) Data Analyst
9 1 (1.59%) Solutions Architect
Libraries, Frameworks & Software Standards
1 22 (34.92%) Web Services
2 18 (28.57%) Pandas
2 18 (28.57%) TensorFlow
3 17 (26.98%) XML
4 15 (23.81%) HTML
5 10 (15.87%) JSON
6 8 (12.70%) Kafka
7 7 (11.11%) NumPy
8 6 (9.52%) D3.js
9 5 (7.94%) Natural Language Processing
9 5 (7.94%) Node.js
9 5 (7.94%) PySpark
9 5 (7.94%) Redux
9 5 (7.94%) scikit-learn
9 5 (7.94%) SciPy
10 3 (4.76%) .NET
11 1 (1.59%) AngularJS
11 1 (1.59%) PyMC3
11 1 (1.59%) Spring
11 1 (1.59%) Torch
Miscellaneous
1 11 (17.46%) Algorithms
2 7 (11.11%) Cloud Native
3 5 (7.94%) Analytical Skills
3 5 (7.94%) Data Structures
3 5 (7.94%) Derivative
3 5 (7.94%) Fixed Income
4 4 (6.35%) Public Cloud
5 2 (3.17%) Greenfield Project
6 1 (1.59%) Online Games
6 1 (1.59%) Social Media
6 1 (1.59%) User Experience
Operating Systems
1 12 (19.05%) Linux
2 1 (1.59%) Red Hat Enterprise Linux
2 1 (1.59%) Unix
Processes & Methodologies
1 26 (41.27%) Machine Learning
2 21 (33.33%) Mathematics
3 20 (31.75%) Agile Software Development
3 20 (31.75%) Data Engineering
4 18 (28.57%) Computer Science
5 17 (26.98%) Data Science
6 16 (25.40%) Continuous Integration
7 13 (20.63%) Analytics
7 13 (20.63%) Microservices
7 13 (20.63%) Visualisation
8 12 (19.05%) Data Analysis
9 11 (17.46%) Artificial Intelligence
9 11 (17.46%) ETL
10 10 (15.87%) Content Writing
11 9 (14.29%) DevOps
11 9 (14.29%) Software Engineering
12 8 (12.70%) Scrum
13 7 (11.11%) Data Modelling
13 7 (11.11%) Open Source
13 7 (11.11%) Use Case
Programming Languages
1 45 (71.43%) Python
2 20 (31.75%) R
3 17 (26.98%) Java
3 17 (26.98%) SQL
4 10 (15.87%) Scala
5 7 (11.11%) JavaScript
6 1 (1.59%) Bash Shell
6 1 (1.59%) C++
6 1 (1.59%) Clojure
6 1 (1.59%) Julia
6 1 (1.59%) VB
Qualifications
1 13 (20.63%) Degree
2 3 (4.76%) Security Cleared
3 2 (3.17%) DV Cleared
3 2 (3.17%) SC Cleared
4 1 (1.59%) PhD
System Software
1 10 (15.87%) HDFS
2 7 (11.11%) Docker
3 1 (1.59%) VMware ESXi
3 1 (1.59%) vSphere
Systems Management
1 14 (22.22%) Terraform
2 9 (14.29%) Hadoop YARN
3 7 (11.11%) Istio
3 7 (11.11%) Kubernetes
4 1 (1.59%) Ansible
Vendors
1 21 (33.33%) Google
2 12 (19.05%) Microsoft
2 12 (19.05%) Oracle
3 10 (15.87%) Tableau
4 8 (12.70%) Cloudera
4 8 (12.70%) Hortonworks
4 8 (12.70%) Splunk
5 7 (11.11%) Foundry
5 7 (11.11%) LogRhythm
5 7 (11.11%) Palantir
6 1 (1.59%) Atlassian
6 1 (1.59%) Databricks
6 1 (1.59%) MicroStrategy
6 1 (1.59%) NVIDIA
6 1 (1.59%) Red Hat
6 1 (1.59%) Teradata
6 1 (1.59%) VMware