Period
to 26 October 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 26 October 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
26 Oct 2021
Same period 2020 Same period 2019
Rank 164 112 218
Rank change year-on-year -52 +106 +38
Contract jobs citing Jupyter 16 5 13
As % of all contract jobs advertised in the City of London 0.41% 0.28% 0.22%
As % of the Application Platforms category 3.40% 2.21% 1.33%
Number of daily rates quoted 2 5 11
10th Percentile £343 £427 £400
25th Percentile £369 " £423
Median daily rate (50th Percentile) £425 £450 £475
Median % change year-on-year -5.56% -5.26% -17.39%
75th Percentile £469 £575 £513
90th Percentile £488 £643 £575
Central London median daily rate £425 £450 £500
% change year-on-year -5.56% -10.00% -13.04%

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 471 226 981
As % of all contract IT jobs advertised in the City of London 12.08% 12.53% 16.52%
Number of daily rates quoted 363 151 785
10th Percentile £313 £285 £306
25th Percentile £417 £408 £413
Median daily rate (50th Percentile) £525 £490 £525
Median % change year-on-year +7.14% -6.67% +1.45%
75th Percentile £625 £575 £588
90th Percentile £702 £650 £660
Central London median daily rate £525 £490 £525
% change year-on-year +7.14% -6.67% +5.00%
Number of hourly rates quoted 2 3 8
10th Percentile £22.00 £16.60 £16.96
25th Percentile £23.50 £19.00 £18.73
Median hourly rate £27.00 £23.00 £20.92
Median % change year-on-year +17.39% +9.97% +1.41%
75th Percentile £30.50 £30.63 £21.63
90th Percentile £32.00 £35.20 £32.05
Central London median hourly rate £27.00 £23.00 £21.00
% change year-on-year +17.39% +9.52% +5.00%

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 26 October 2021.

Daily rate histogram for Jupyter in the City of London

For the 6 months to 26 October 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 16 (100.00%) Python
1 16 (100.00%) Statistics
1 16 (100.00%) Visualisation
1 16 (100.00%) Data Science
2 15 (93.75%) Decision-Making
2 15 (93.75%) Machine Learning
2 15 (93.75%) R
2 15 (93.75%) Analytics
2 15 (93.75%) Alteryx
2 15 (93.75%) Analytical Skills
2 15 (93.75%) Data Analysis
2 15 (93.75%) Mathematics
2 15 (93.75%) Microsoft Excel
2 15 (93.75%) SQL
2 15 (93.75%) VBA
2 15 (93.75%) Business Intelligence
2 15 (93.75%) Finance
3 14 (87.50%) Salesforce.com
3 14 (87.50%) Management Information System
3 14 (87.50%) Asset Management
3 14 (87.50%) B2B
3 14 (87.50%) CRM
3 14 (87.50%) Data Warehouse
3 14 (87.50%) Microsoft PowerPoint
3 14 (87.50%) Marketing
3 14 (87.50%) Degree
3 14 (87.50%) Social Media
3 14 (87.50%) QlikView
3 14 (87.50%) Digital Marketing
3 14 (87.50%) Investment Management

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 15 (93.75%) Microsoft Excel
2 14 (87.50%) Microsoft PowerPoint
Cloud Services
1 2 (12.50%) Azure
2 1 (6.25%) AWS
2 1 (6.25%) Power Platform
Database & Business Intelligence
1 14 (87.50%) Data Warehouse
1 14 (87.50%) QlikView
2 1 (6.25%) Power BI
2 1 (6.25%) RDBMS
2 1 (6.25%) Relational Database
2 1 (6.25%) Tableau
Development Applications
1 1 (6.25%) JIRA
General
1 15 (93.75%) Analytical Skills
1 15 (93.75%) Finance
2 14 (87.50%) Marketing
2 14 (87.50%) Presentation Skills
3 2 (12.50%) Pharmaceutical
4 1 (6.25%) Public Sector
4 1 (6.25%) Social Skills
Job Titles
1 15 (93.75%) Data Scientist
2 1 (6.25%) Data Engineer
Libraries, Frameworks & Software Standards
1 14 (87.50%) D3.js
1 14 (87.50%) Shiny
2 2 (12.50%) NumPy
2 2 (12.50%) Pandas
3 1 (6.25%) Matplotlib
3 1 (6.25%) PyTorch
3 1 (6.25%) scikit-learn
3 1 (6.25%) SciPy
3 1 (6.25%) TensorFlow
Miscellaneous
1 14 (87.50%) Algorithms
1 14 (87.50%) Management Information System
1 14 (87.50%) Social Media
2 1 (6.25%) FMCG
Processes & Methodologies
1 16 (100.00%) Data Science
1 16 (100.00%) Statistics
1 16 (100.00%) Visualisation
2 15 (93.75%) Analytics
2 15 (93.75%) Business Intelligence
2 15 (93.75%) Data Analysis
2 15 (93.75%) Decision-Making
2 15 (93.75%) Machine Learning
2 15 (93.75%) Mathematics
3 14 (87.50%) Asset Management
3 14 (87.50%) B2B
3 14 (87.50%) Bayesian Methods
3 14 (87.50%) CRM
3 14 (87.50%) Data Sharing
3 14 (87.50%) Deep Learning
3 14 (87.50%) Digital Analytics
3 14 (87.50%) Digital Marketing
3 14 (87.50%) Investment Management
3 14 (87.50%) Mentoring
3 14 (87.50%) Problem-Solving
Programming Languages
1 16 (100.00%) Python
2 15 (93.75%) R
2 15 (93.75%) SQL
2 15 (93.75%) VBA
Qualifications
1 14 (87.50%) Degree
Quality Assurance & Compliance
1 1 (6.25%) QA
Vendors
1 15 (93.75%) Alteryx
2 14 (87.50%) Salesforce.com
3 1 (6.25%) Dataiku