Period
to 7 May 2021

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 7 May 2021 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
7 May 2021
Same period 2020 Same period 2019
Rank 143 160 239
Rank change year-on-year +17 +79 +15
Contract jobs citing Jupyter 10 3 7
As % of all contract jobs advertised in the City of London 0.37% 0.086% 0.11%
As % of the Application Platforms category 2.72% 0.62% 0.61%
Number of daily rates quoted 2 2 2
10th Percentile £449 £421 "
25th Percentile £484 £434 £563
Median daily rate (50th Percentile) £563 £463 £575
Median % change year-on-year +21.62% -19.57% +4.55%
75th Percentile £634 £484 £588
90th Percentile £666 £494 "
Central London median daily rate £563 £650 £575
% change year-on-year -13.46% +13.04% +9.52%

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 367 485 1,154
As % of all contract IT jobs advertised in the City of London 13.51% 13.83% 17.67%
Number of daily rates quoted 250 349 874
10th Percentile £305 £263 £306
25th Percentile £425 £413 £413
Median daily rate (50th Percentile) £525 £500 £525
Median % change year-on-year +5.00% -4.76% +5.00%
75th Percentile £605 £600 £600
90th Percentile £675 £665 £674
Central London median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% +5.00%
Number of hourly rates quoted 1 5 8
10th Percentile " £18.80 £14.53
25th Percentile £13.54 £24.50 £18.03
Median hourly rate £14.08 £25.00 £19.63
Median % change year-on-year -43.70% +27.39% -
75th Percentile £14.61 £27.00 £34.69
90th Percentile " £45.30 £44.25
Central London median hourly rate £17.04 £26.00 £19.25
% change year-on-year -34.47% +35.06% -3.75%

Jupyter
Job Vacancy Trend in the City of London

Job postings citing Jupyter as a proportion 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

3-month moving average daily rate quoted in jobs citing Jupyter in the City of London.

Daily rate trend for Jupyter in the City of London

Jupyter
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing Jupyter in the City of London over the 6 months to 7 May 2021.

Daily rate histogram for Jupyter in the City of London

For the 6 months to 7 May 2021, 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 10 (100.00%) Python
2 9 (90.00%) SQL
2 9 (90.00%) Visualisation
2 9 (90.00%) Machine Learning
2 9 (90.00%) Analytics
2 9 (90.00%) Data Science
2 9 (90.00%) Problem-Solving
3 8 (80.00%) Investment Management
3 8 (80.00%) Decision-Making
3 8 (80.00%) Digital Analytics
3 8 (80.00%) Shiny
3 8 (80.00%) Data Sharing
3 8 (80.00%) Presentation Skills
3 8 (80.00%) Alteryx
3 8 (80.00%) Deep Learning
3 8 (80.00%) Bayesian Methods
3 8 (80.00%) Mentoring
3 8 (80.00%) Analytical Skills
3 8 (80.00%) Algorithms
3 8 (80.00%) D3.js
3 8 (80.00%) R
3 8 (80.00%) Social Media
3 8 (80.00%) Asset Management
3 8 (80.00%) Data Analysis
3 8 (80.00%) VBA
3 8 (80.00%) Microsoft Excel
3 8 (80.00%) CRM
3 8 (80.00%) Data Warehouse
3 8 (80.00%) Business Intelligence
3 8 (80.00%) B2B

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:

Applications
1 8 (80.00%) Microsoft Excel
1 8 (80.00%) Microsoft PowerPoint
Cloud Services
1 1 (10.00%) Apigee
1 1 (10.00%) AWS
1 1 (10.00%) Azure
1 1 (10.00%) GCP
1 1 (10.00%) Serverless
Database & Business Intelligence
1 8 (80.00%) Data Warehouse
1 8 (80.00%) QlikView
2 1 (10.00%) Apache Hive
2 1 (10.00%) Cloud Spanner
2 1 (10.00%) MongoDB
Development Applications
1 1 (10.00%) Cucumber
1 1 (10.00%) Gatling
1 1 (10.00%) JMeter
1 1 (10.00%) JUnit
1 1 (10.00%) Mocha
1 1 (10.00%) PyCharm
1 1 (10.00%) PyUnit
General
1 8 (80.00%) Analytical Skills
1 8 (80.00%) Finance
1 8 (80.00%) Marketing
1 8 (80.00%) Presentation Skills
Job Titles
1 9 (90.00%) Data Scientist
2 1 (10.00%) Developer
2 1 (10.00%) Full Stack Developer
2 1 (10.00%) Java Developer
Libraries, Frameworks & Software Standards
1 8 (80.00%) D3.js
1 8 (80.00%) Shiny
2 2 (20.00%) TensorFlow
3 1 (10.00%) .NET
3 1 (10.00%) Anaconda
3 1 (10.00%) CSS
3 1 (10.00%) GraphQL
3 1 (10.00%) HTML
3 1 (10.00%) HTML5
3 1 (10.00%) Kafka
3 1 (10.00%) Node.js
3 1 (10.00%) Pandas
3 1 (10.00%) React
3 1 (10.00%) scikit-learn
3 1 (10.00%) SciPy
3 1 (10.00%) Spring
3 1 (10.00%) Spring Boot
3 1 (10.00%) Swagger
3 1 (10.00%) XGBoost
Miscellaneous
1 8 (80.00%) Algorithms
1 8 (80.00%) Management Information System
1 8 (80.00%) Social Media
2 1 (10.00%) NHS
Operating Systems
1 1 (10.00%) Windows
Processes & Methodologies
1 9 (90.00%) Analytics
1 9 (90.00%) Data Science
1 9 (90.00%) Machine Learning
1 9 (90.00%) Problem-Solving
1 9 (90.00%) Visualisation
2 8 (80.00%) Asset Management
2 8 (80.00%) B2B
2 8 (80.00%) Bayesian Methods
2 8 (80.00%) Business Intelligence
2 8 (80.00%) CRM
2 8 (80.00%) Data Analysis
2 8 (80.00%) Data Sharing
2 8 (80.00%) Decision-Making
2 8 (80.00%) Deep Learning
2 8 (80.00%) Digital Analytics
2 8 (80.00%) Digital Marketing
2 8 (80.00%) Investment Management
2 8 (80.00%) Mathematics
2 8 (80.00%) Mentoring
2 8 (80.00%) Statistics
Programming Languages
1 10 (100.00%) Python
2 9 (90.00%) SQL
3 8 (80.00%) R
3 8 (80.00%) VBA
4 2 (20.00%) JavaScript
5 1 (10.00%) C#
5 1 (10.00%) Go
5 1 (10.00%) Java
5 1 (10.00%) Java 8
5 1 (10.00%) PL/SQL
Qualifications
1 8 (80.00%) Degree
System Software
1 1 (10.00%) Docker
Systems Management
1 1 (10.00%) Kubernetes
Vendors
1 8 (80.00%) Alteryx
1 8 (80.00%) Salesforce.com
2 1 (10.00%) Cognos
2 1 (10.00%) Confluent
2 1 (10.00%) IBM
2 1 (10.00%) Oracle