Period
to 22 February 2020

The following table provides summary statistics for contract job vacancies advertised in the City of 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 22 February 2020 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)
Central London > City of London
6 months to
22 Feb 2020
Same period 2019 Same period 2018
Rank 175 247 244
Rank change year-on-year +72 -3 -20
Contract jobs citing Jupyter 11 6 5
As % of all contract IT jobs advertised in the City of London 0.24% 0.088% 0.070%
As % of the Application Platforms category 1.61% 0.48% 0.47%
Number of daily rates quoted 9 2 5
City of London median daily rate £475 £575 £575
Median daily rate % change year-on-year -17.39% - -
10th Percentile £393 £563 £513
90th Percentile £505 £588 £625
Central London median daily rate £500 £575 £575
% change year-on-year -13.04% - -
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central London 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 the City of London with a requirement for application platform skills.

All Application Platform Skills
City of London
Contract vacancies with a requirement for application platform skills 683 1,249 1,054
As % of all contract IT jobs advertised in the City of London 14.62% 18.33% 14.84%
Number of daily rates quoted 515 959 849
City of London median daily rate £500 £525 £500
Median daily rate % change year-on-year -4.76% +5.00% +5.26%
10th Percentile £294 £280 £280
90th Percentile £650 £650 £675
Central London median daily rate £500 £525 £496
% change year-on-year -4.76% +5.85% +4.42%
Number of hourly rates quoted 5 16 9
City of London median hourly rate £25.00 £20.88 £20.00
Median hourly rate % change year-on-year +19.76% +4.38% +5.26%
10th Percentile £19.60 £13.00 £11.54
90th Percentile £26.40 £46.88 £27.50
Central London median hourly rate £27.00 £19.13 £19.35
% change year-on-year +41.18% -1.16% +1.84%

Jupyter
Job Vacancy Trend in the City of London

Job postings citing Jupyter as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Jupyter in the City of London

Jupyter
Contractor Daily Rate Trend in the City of London

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

Contractor daily rate trend for Jupyter in the City of London

Jupyter
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Jupyter in the City of London over the 6 months to 22 February 2020.

Contractor daily rate histogram for Jupyter in the City of London

For the 6 months to 22 February 2020, 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 City of London region with a requirement for Jupyter.

1 7 (63.64%) Machine Learning
2 6 (54.55%) Python
3 5 (45.45%) Publishing
3 5 (45.45%) HTML
3 5 (45.45%) Web Services
3 5 (45.45%) XML
3 5 (45.45%) Artificial Intelligence
3 5 (45.45%) Computer Science
3 5 (45.45%) Degree
3 5 (45.45%) Cloud Computing
3 5 (45.45%) Content Writing
3 5 (45.45%) Data Science
4 4 (36.36%) TensorFlow
4 4 (36.36%) Mathematics
4 4 (36.36%) AWS
5 3 (27.27%) R
5 3 (27.27%) Continuous Integration
5 3 (27.27%) Google
5 3 (27.27%) Agile Software Development
6 2 (18.18%) User Experience
6 2 (18.18%) Analytical Skills
6 2 (18.18%) Apache Spark
6 2 (18.18%) Linux
6 2 (18.18%) ETL
6 2 (18.18%) DevOps
6 2 (18.18%) Algorithms
6 2 (18.18%) Social Media
6 2 (18.18%) Scala
7 1 (9.09%) Hadoop
7 1 (9.09%) Visualisation

Jupyter
Co-occurring IT Skills in the City of 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 2 (18.18%) Apache Spark
2 1 (9.09%) Apache
2 1 (9.09%) Apache Airflow
Applications
1 1 (9.09%) Microsoft Excel
Cloud Services
1 5 (45.45%) Cloud Computing
2 4 (36.36%) AWS
3 1 (9.09%) Amazon EMR
3 1 (9.09%) Amazon Kinesis
3 1 (9.09%) Azure
3 1 (9.09%) Azure Machine Learning
3 1 (9.09%) Power Platform
Database & Business Intelligence
1 1 (9.09%) Apache Hive
1 1 (9.09%) Big Data
1 1 (9.09%) Data Lake
1 1 (9.09%) Hadoop
1 1 (9.09%) Impala
1 1 (9.09%) Power BI
1 1 (9.09%) Spark SQL
1 1 (9.09%) SQL Server
1 1 (9.09%) Sqoop
Development Applications
1 1 (9.09%) Git (software)
1 1 (9.09%) GitLab
1 1 (9.09%) GoCD
General
1 5 (45.45%) Publishing
2 1 (9.09%) Banking
2 1 (9.09%) Games
2 1 (9.09%) Marketing
Job Titles
1 4 (36.36%) Data Scientist
2 3 (27.27%) Data Engineer
3 1 (9.09%) AWS Engineer
3 1 (9.09%) Python Engineer
Libraries, Frameworks & Software Standards
1 5 (45.45%) HTML
1 5 (45.45%) Web Services
1 5 (45.45%) XML
2 4 (36.36%) TensorFlow
3 1 (9.09%) Kafka
3 1 (9.09%) Pandas
3 1 (9.09%) Spring
Miscellaneous
1 2 (18.18%) Algorithms
1 2 (18.18%) Analytical Skills
1 2 (18.18%) Social Media
1 2 (18.18%) User Experience
2 1 (9.09%) Online Games
Operating Systems
1 2 (18.18%) Linux
2 1 (9.09%) Unix
Processes & Methodologies
1 7 (63.64%) Machine Learning
2 5 (45.45%) Artificial Intelligence
2 5 (45.45%) Computer Science
2 5 (45.45%) Content Writing
2 5 (45.45%) Data Science
3 4 (36.36%) Mathematics
4 3 (27.27%) Agile Software Development
4 3 (27.27%) Continuous Integration
5 2 (18.18%) DevOps
5 2 (18.18%) ETL
6 1 (9.09%) Business Intelligence
6 1 (9.09%) Continuous Delivery
6 1 (9.09%) Data Engineering
6 1 (9.09%) Data Migration
6 1 (9.09%) Data Visualisation
6 1 (9.09%) Microservices
6 1 (9.09%) Migration
6 1 (9.09%) Scrum
6 1 (9.09%) SDLC
6 1 (9.09%) Visualisation
Programming Languages
1 6 (54.55%) Python
2 3 (27.27%) R
3 2 (18.18%) Scala
4 1 (9.09%) Bash Shell
4 1 (9.09%) C++
4 1 (9.09%) Java
4 1 (9.09%) SQL
Qualifications
1 5 (45.45%) Degree
2 1 (9.09%) SC Cleared
2 1 (9.09%) Security Cleared
System Software
1 1 (9.09%) Docker
1 1 (9.09%) HDFS
Systems Management
1 1 (9.09%) Hadoop YARN
1 1 (9.09%) Kubernetes
1 1 (9.09%) Terraform
Vendors
1 3 (27.27%) Google
2 1 (9.09%) Cloudera
2 1 (9.09%) Databricks
2 1 (9.09%) Foundry
2 1 (9.09%) Hortonworks
2 1 (9.09%) Microsoft
2 1 (9.09%) Oracle
2 1 (9.09%) Palantir
2 1 (9.09%) Tableau