Period
to 6 August 2020

The following table provides summary statistics for contract job vacancies advertised in the South East 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 6 August 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)
England > South East
6 months to
6 Aug 2020
Same period 2019 Same period 2018
Rank 184 337 362
Rank change year-on-year +153 +25 -1
Contract jobs citing Jupyter 4 19 17
As % of all contract jobs advertised in the South East 0.080% 0.13% 0.10%
As % of the Application Platforms category 0.54% 0.81% 0.61%
Number of daily rates quoted 3 11 9
Median daily rate £463 £525 £421
Median daily rate % change year-on-year -11.90% +24.70% -
10th Percentile £428 £488 £411
90th Percentile £505 £763 £635
England median daily rate £500 £550 £550
% change year-on-year -9.09% - -4.35%
Number of hourly rates quoted 0 4 0
Median hourly rate - £52.50 -
England median hourly rate - £52.50 -

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 South East with a requirement for application platform skills.

All Application Platform Skills
South East
Contract vacancies with a requirement for application platform skills 743 2,337 2,783
As % of all contract IT jobs advertised in the South East 14.84% 15.85% 16.49%
Number of daily rates quoted 448 1,371 1,692
Median daily rate £458 £430 £425
Median daily rate % change year-on-year +6.40% +1.18% +6.12%
10th Percentile £263 £258 £275
90th Percentile £623 £588 £575
England median daily rate £475 £475 £450
% change year-on-year - +5.56% -
Number of hourly rates quoted 28 84 76
Median hourly rate £20.00 £18.00 £22.35
Median hourly rate % change year-on-year +11.11% -19.45% +27.70%
10th Percentile £12.21 £12.00 £11.50
90th Percentile £49.54 £53.75 £51.88
Median hourly rate £25.00 £20.50 £21.00
% change year-on-year +21.95% -2.38% +6.82%

Jupyter
Job Vacancy Trend in the South East

Job postings citing Jupyter as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for Jupyter in the South East

Jupyter
Contractor Daily Rate Trend in the South East

3-month moving average daily rate quoted in jobs citing Jupyter in the South East.

Daily rate trend for Jupyter in the South East

Jupyter
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Jupyter within the South East region over the 6 months to 6 August 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Thames Valley +92 2 £456 -5.44%
Oxfordshire +43 2 £456 +9.94%
East Sussex +39 1 £475 -34.48%
West Sussex - 1 - -
Jupyter
England

For the 6 months to 6 August 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 South East region with a requirement for Jupyter.

1 4 (100.00%) Python
2 2 (50.00%) SQL
2 2 (50.00%) AWS
2 2 (50.00%) Open Source
2 2 (50.00%) NumPy
2 2 (50.00%) Apache Spark
2 2 (50.00%) Machine Learning
2 2 (50.00%) Pandas
2 2 (50.00%) Data Science
2 2 (50.00%) Hadoop
3 1 (25.00%) Visualisation
3 1 (25.00%) Azure
3 1 (25.00%) Java
3 1 (25.00%) Problem-Solving
3 1 (25.00%) Critical Thinking
3 1 (25.00%) Architecture Roadmap
3 1 (25.00%) Mentoring
3 1 (25.00%) Coaching
3 1 (25.00%) Analytical Skills
3 1 (25.00%) Big Data
3 1 (25.00%) Data Analytics
3 1 (25.00%) GitHub
3 1 (25.00%) OpenCV
3 1 (25.00%) PostGIS
3 1 (25.00%) Analytics
3 1 (25.00%) Mapnik
3 1 (25.00%) Deep Learning
3 1 (25.00%) Performance Tuning
3 1 (25.00%) Amazon Redshift
3 1 (25.00%) Docker

Jupyter
Co-occurring IT Skills in the South East 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 (50.00%) Apache Spark
2 1 (25.00%) Apache
2 1 (25.00%) GeoServer
2 1 (25.00%) Jetty
2 1 (25.00%) Tomcat
Business Applications
1 1 (25.00%) SAP CRM
1 1 (25.00%) SAP ERP
1 1 (25.00%) SAP IS-U
Cloud Services
1 2 (50.00%) AWS
2 1 (25.00%) Azure
2 1 (25.00%) Cloud Computing
2 1 (25.00%) GitHub
Database & Business Intelligence
1 2 (50.00%) Hadoop
2 1 (25.00%) Amazon Redshift
2 1 (25.00%) Apache Cassandra
2 1 (25.00%) Big Data
2 1 (25.00%) Cosmos DB
2 1 (25.00%) Data Mining
2 1 (25.00%) MongoDB
2 1 (25.00%) NoSQL
2 1 (25.00%) PostgreSQL
2 1 (25.00%) Semantic Layer
Development Applications
1 1 (25.00%) Maven
General
1 1 (25.00%) Finance
1 1 (25.00%) Marketing
Job Titles
1 1 (25.00%) Architect
1 1 (25.00%) Data Architect
1 1 (25.00%) Data Engineer
1 1 (25.00%) Data Scientist
1 1 (25.00%) Developer
1 1 (25.00%) Enterprise Architect
1 1 (25.00%) Enterprise Data Architect
1 1 (25.00%) Python Developer
1 1 (25.00%) Python Engineer
Libraries, Frameworks & Software Standards
1 2 (50.00%) NumPy
1 2 (50.00%) Pandas
2 1 (25.00%) Dask
2 1 (25.00%) Django
2 1 (25.00%) Keras
2 1 (25.00%) Mapnik
2 1 (25.00%) Matplotlib
2 1 (25.00%) Natural Language Processing
2 1 (25.00%) Node.js
2 1 (25.00%) OpenCV
2 1 (25.00%) PostGIS
2 1 (25.00%) scikit-learn
2 1 (25.00%) SciPy
Miscellaneous
1 1 (25.00%) Algorithms
1 1 (25.00%) Analytical Mindset
1 1 (25.00%) Analytical Skills
1 1 (25.00%) Clustering
Processes & Methodologies
1 2 (50.00%) Data Science
1 2 (50.00%) Machine Learning
1 2 (50.00%) Open Source
2 1 (25.00%) Actionable Insight
2 1 (25.00%) Analytics
2 1 (25.00%) Coaching
2 1 (25.00%) Code Optimisation
2 1 (25.00%) Data Analytics
2 1 (25.00%) Data Munging
2 1 (25.00%) Data Visualisation
2 1 (25.00%) Decision Tree
2 1 (25.00%) Deep Learning
2 1 (25.00%) Domain Models
2 1 (25.00%) Exploratory Data Analysis
2 1 (25.00%) Logical Data Model
2 1 (25.00%) Loose Coupling
2 1 (25.00%) Mentoring
2 1 (25.00%) Performance Tuning
2 1 (25.00%) Physical Data Model
2 1 (25.00%) Predictive Modelling
Programming Languages
1 4 (100.00%) Python
2 2 (50.00%) SQL
3 1 (25.00%) Bash Shell
3 1 (25.00%) Groovy
3 1 (25.00%) Java
3 1 (25.00%) Korn
3 1 (25.00%) Ruby
3 1 (25.00%) Scala
Quality Assurance & Compliance
1 1 (25.00%) Data Quality
System Software
1 1 (25.00%) Docker
Vendors
1 1 (25.00%) Cognos
1 1 (25.00%) SAP