Period
to 17 October 2017

The following table provides summary statistics for contract job vacancies 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 17 October 2017 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
UK
6 months to
17 Oct 2017
Same period 2016 Same period 2015
Rank 833 - -
Rank change year-on-year - - -
Contract jobs citing Jupyter 22 0 0
As % of all contract IT jobs advertised in the UK 0.022% - -
As % of the Application Platforms category 0.13% - -
Number of daily rates quoted 15 0 0
UK median daily rate £500 - -
UK excluding London median daily rate £463 - -
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding 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 with a requirement for application platform skills.

All Application Platform Skills
UK
Contract vacancies with a requirement for application platform skills 16590 19900 20250
As % of all contract IT jobs advertised in the UK 16.71% 18.66% 17.89%
Number of daily rates quoted 10818 13034 12763
UK median daily rate £440 £420 £400
Median daily rate % change year-on-year +4.76% +5.00% +6.67%
10th Percentile £263 £250 £225
90th Percentile £600 £588 £563
UK excluding London median daily rate £400 £390 £375
% change year-on-year +2.56% +4.00% +7.14%
Number of hourly rates quoted 411 521 634
UK median hourly rate £20.00 £20.00 £19.50
Median hourly rate % change year-on-year - +2.56% +11.43%
10th Percentile £11.00 £12.00 £11.25
90th Percentile £48.75 £47.25 £42.75
UK excluding London median hourly rate £20.00 £20.89 £19.00
% change year-on-year -4.26% +9.95% +8.57%

Jupyter
Job Vacancy Trend

Job postings citing Jupyter as a percentage of all IT jobs advertised.

Job vacancy trend for Jupyter in the UK

Jupyter
Contractor Daily Rate Trend

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

Contractor daily rate trend for Jupyter in the UK

Jupyter
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Jupyter over the 6 months to 17 October 2017.

Contractor daily rate histogram for Jupyter in the UK

Jupyter
Top 8 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Jupyter within the UK over the 6 months to 17 October 2017. 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
England - 18 £525 - 2
London - 12 £550 - 2
UK excluding London - 10 £463 -
Scotland - 4 £500 -
South East - 3 £400 -
East Midlands - 2 £425 -
Midlands - 2 £425 -
South West - 1 - -

For the 6 months to 17 October 2017, IT contractor jobs citing Jupyter also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for Jupyter.

1 22 (100.00%) Python
2 12 (54.55%) Pandas
3 11 (50.00%) Git (software)
4 10 (45.45%) NumPy
5 8 (36.36%) Linux
6 7 (31.82%) Unix
6 7 (31.82%) Jenkins
6 7 (31.82%) Docker
7 6 (27.27%) Analytical Skills
7 6 (27.27%) HTML
7 6 (27.27%) Java
7 6 (27.27%) JavaScript
7 6 (27.27%) SQL
7 6 (27.27%) Scala
8 5 (22.73%) Mathematics
8 5 (22.73%) Puppet
8 5 (22.73%) SciPy
8 5 (22.73%) CSS
8 5 (22.73%) XML
8 5 (22.73%) scikit-learn
8 5 (22.73%) Docker Swarm
8 5 (22.73%) Flask
8 5 (22.73%) Tableau
9 4 (18.18%) Node.js
9 4 (18.18%) Matplotlib
9 4 (18.18%) Machine Learning
9 4 (18.18%) Twitter Bootstrap
9 4 (18.18%) AngularJS
9 4 (18.18%) TypeScript
9 4 (18.18%) Bower

Jupyter
Co-occurring IT Skills 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 4 (18.18%) Apache Spark
2 2 (9.09%) Tomcat
Cloud Services
1 4 (18.18%) npm
2 3 (13.64%) Amazon AWS
3 1 (4.55%) GitHub
3 1 (4.55%) Microsoft Azure
Database & Business Intelligence
1 2 (9.09%) Data Mining
1 2 (9.09%) Hadoop
1 2 (9.09%) Parquet
1 2 (9.09%) Power BI
2 1 (4.55%) Apache Hive
2 1 (4.55%) Big Data
2 1 (4.55%) HBase
2 1 (4.55%) Impala
2 1 (4.55%) NoSQL
2 1 (4.55%) PostgreSQL
Development Applications
1 11 (50.00%) Git (software)
2 7 (31.82%) Jenkins
3 4 (18.18%) Bower
4 3 (13.64%) Sonatype Nexus
5 2 (9.09%) JIRA
5 2 (9.09%) Maven
5 2 (9.09%) Visual Studio
6 1 (4.55%) Atlassian Bamboo
6 1 (4.55%) Bitbucket
6 1 (4.55%) Gerrit
6 1 (4.55%) IntelliJ
6 1 (4.55%) Phabricator
6 1 (4.55%) Subversion
General
1 4 (18.18%) Banking
1 4 (18.18%) Finance
2 2 (9.09%) Automotive
2 2 (9.09%) Front Office
Job Titles
1 12 (54.55%) Developer
1 12 (54.55%) Python Developer
2 5 (22.73%) Data Scientist
3 3 (13.64%) Django Developer
3 3 (13.64%) Python/Django Developer
4 2 (9.09%) Data Engineer
4 2 (9.09%) DevOps Engineer
5 1 (4.55%) Big Data Engineer
5 1 (4.55%) Consultant
5 1 (4.55%) Data Consultant
5 1 (4.55%) DevOps Consultant
Libraries, Frameworks & Software Standards
1 12 (54.55%) Pandas
2 10 (45.45%) NumPy
3 6 (27.27%) HTML
4 5 (22.73%) CSS
4 5 (22.73%) Flask
4 5 (22.73%) scikit-learn
4 5 (22.73%) SciPy
4 5 (22.73%) XML
5 4 (18.18%) AngularJS
5 4 (18.18%) Bokeh
5 4 (18.18%) Django
5 4 (18.18%) Matplotlib
5 4 (18.18%) Node.js
5 4 (18.18%) React
5 4 (18.18%) Twitter Bootstrap
6 3 (13.64%) Celery
7 2 (9.09%) .NET
7 2 (9.09%) Apache Avro
7 2 (9.09%) TensorFlow
8 1 (4.55%) Mason
Miscellaneous
1 6 (27.27%) Analytical Skills
2 3 (13.64%) Algorithms
2 3 (13.64%) Computer Science
3 2 (9.09%) Data Structures
3 2 (9.09%) Greenfield Project
Operating Systems
1 8 (36.36%) Linux
2 7 (31.82%) Unix
3 1 (4.55%) Red Hat Enterprise Linux
Processes & Methodologies
1 5 (22.73%) Mathematics
2 4 (18.18%) Agile Software Development
2 4 (18.18%) Machine Learning
3 3 (13.64%) DevOps
3 3 (13.64%) Predictive Modelling
3 3 (13.64%) Statistics
4 2 (9.09%) API Development
4 2 (9.09%) Data Ingestion
4 2 (9.09%) Data Modelling
4 2 (9.09%) Deep Learning
4 2 (9.09%) Neural Network
4 2 (9.09%) OO
4 2 (9.09%) OOP
4 2 (9.09%) Regression Analysis
4 2 (9.09%) Regression Testing
4 2 (9.09%) SDLC
4 2 (9.09%) TDD
5 1 (4.55%) E-Commerce
5 1 (4.55%) Software Engineering
5 1 (4.55%) Statistical Analysis
Programming Languages
1 22 (100.00%) Python
2 6 (27.27%) Java
2 6 (27.27%) JavaScript
2 6 (27.27%) Scala
2 6 (27.27%) SQL
3 4 (18.18%) C++
3 4 (18.18%) TypeScript
4 3 (13.64%) MATLAB
4 3 (13.64%) R
5 2 (9.09%) C
5 2 (9.09%) C#
6 1 (4.55%) Bash Shell
Qualifications
1 1 (4.55%) Computer Science Degree
1 1 (4.55%) Degree
1 1 (4.55%) PhD
System Software
1 7 (31.82%) Docker
2 1 (4.55%) Apache Flume
2 1 (4.55%) Apache ZooKeeper
2 1 (4.55%) Virtual Machines
2 1 (4.55%) VMware ESXi
2 1 (4.55%) VMware Infrastructure
2 1 (4.55%) vSphere
Systems Management
1 5 (22.73%) Docker Swarm
1 5 (22.73%) Puppet
2 2 (9.09%) Hadoop YARN
3 1 (4.55%) Kubernetes
3 1 (4.55%) Oozie
3 1 (4.55%) Opscode Chef
Vendors
1 5 (22.73%) Tableau
2 1 (4.55%) Atlassian
2 1 (4.55%) Cloudera
2 1 (4.55%) Google
2 1 (4.55%) VMware