Period
to 11 December 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 11 December 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
11 Dec 2017
Same period 2016 Same period 2015
Rank 829 868 -
Rank change year-on-year +39 - -
Contract jobs citing Jupyter 53 10 0
As % of all contract IT jobs advertised in the UK 0.051% 0.010% -
As % of the Application Platforms category 0.31% 0.053% -
Number of daily rates quoted 42 8 0
UK median daily rate £525 £586 -
Median daily rate % change year-on-year -10.45% - -
UK excluding London median daily rate £525 £538 -
% change year-on-year -2.33% - -
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 17065 18929 19892
As % of all contract IT jobs advertised in the UK 16.53% 18.44% 17.55%
Number of daily rates quoted 11321 12218 12551
UK median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +5.26%
10th Percentile £263 £255 £230
90th Percentile £613 £588 £573
UK excluding London median daily rate £400 £388 £380
% change year-on-year +3.23% +1.97% +4.11%
Number of hourly rates quoted 415 450 595
UK median hourly rate £20.00 £20.00 £20.00
10th Percentile £11.00 £12.25 £11.00
90th Percentile £47.70 £48.41 £43.00
UK excluding London median hourly rate £20.00 £20.87 £18.68
% change year-on-year -4.15% +11.70% +6.74%

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 11 December 2017.

Contractor daily rate histogram for Jupyter in the UK

Jupyter
Top 10 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 11 December 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 +46 50 £525 -10.45% 4
UK excluding London +45 28 £525 -2.33% 2
London -16 24 £525 -11.39% 3
South East +10 18 £525 -2.33% 1
Yorkshire - 5 £650 -
North of England - 5 £650 -
East Midlands - 2 £425 -
Midlands - 2 £425 -
Scotland - 2 £500 - 1
South West - 1 - -

For the 6 months to 11 December 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 53 (100.00%) Python
2 40 (75.47%) Pandas
3 35 (66.04%) NumPy
4 28 (52.83%) SQL
5 25 (47.17%) Matplotlib
6 23 (43.40%) Machine Learning
7 20 (37.74%) Scala
8 19 (35.85%) Tableau
8 19 (35.85%) scikit-learn
9 18 (33.96%) Apache Spark
10 17 (32.08%) Statistics
11 15 (28.30%) JavaScript
11 15 (28.30%) Trend Analysis
11 15 (28.30%) Analytics
12 14 (26.42%) R
12 14 (26.42%) Mathematics
13 13 (24.53%) Hadoop
13 13 (24.53%) Git (software)
13 13 (24.53%) Java
14 12 (22.64%) Apache
14 12 (22.64%) Data Mining
14 12 (22.64%) Agile Software Development
14 12 (22.64%) Apache Hive
14 12 (22.64%) MongoDB
14 12 (22.64%) Apache Pig
14 12 (22.64%) HBase
14 12 (22.64%) D3.js
14 12 (22.64%) Mahout
14 12 (22.64%) Analytical Skills
15 11 (20.75%) Node.js

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 18 (33.96%) Apache Spark
2 12 (22.64%) Apache
2 12 (22.64%) Apache Pig
3 2 (3.77%) Elasticsearch
4 1 (1.89%) Tomcat
Cloud Services
1 10 (18.87%) Amazon AWS
2 6 (11.32%) npm
3 3 (5.66%) Google Cloud Platform
4 2 (3.77%) Amazon S3
5 1 (1.89%) GitHub
5 1 (1.89%) Microsoft Azure
Communications & Networking
1 1 (1.89%) HTTP
1 1 (1.89%) Internet
Database & Business Intelligence
1 13 (24.53%) Hadoop
2 12 (22.64%) Apache Hive
2 12 (22.64%) Data Mining
2 12 (22.64%) HBase
2 12 (22.64%) Mahout
2 12 (22.64%) MongoDB
3 5 (9.43%) Big Data
4 3 (5.66%) NoSQL
5 2 (3.77%) Amazon Redshift
5 2 (3.77%) BigQuery
5 2 (3.77%) PostgreSQL
5 2 (3.77%) Power BI
6 1 (1.89%) Apache Cassandra
6 1 (1.89%) MySQL
6 1 (1.89%) RDBMS
6 1 (1.89%) Relational Database
Development Applications
1 13 (24.53%) Git (software)
2 7 (13.21%) Jenkins
3 6 (11.32%) Bower
4 3 (5.66%) JIRA
5 2 (3.77%) Subversion
5 2 (3.77%) Visual Studio
6 1 (1.89%) Atlassian Bamboo
6 1 (1.89%) Bitbucket
6 1 (1.89%) Eclipse
6 1 (1.89%) Gerrit
6 1 (1.89%) GoCD
6 1 (1.89%) IntelliJ
6 1 (1.89%) Phabricator
6 1 (1.89%) Sonatype Nexus
General
1 11 (20.75%) Banking
2 8 (15.09%) Games
3 7 (13.21%) Finance
4 5 (9.43%) Retail Banking
5 4 (7.55%) Front Office
6 2 (3.77%) Automotive
7 1 (1.89%) Marketing
7 1 (1.89%) Pharmaceutical
7 1 (1.89%) Retail
Job Titles
1 27 (50.94%) Data Scientist
2 16 (30.19%) Developer
3 15 (28.30%) Python Developer
4 3 (5.66%) Analyst
4 3 (5.66%) Data Analyst
4 3 (5.66%) Data Engineer
4 3 (5.66%) JavaScript Engineer
4 3 (5.66%) Senior Data Scientist
4 3 (5.66%) Software Engineer
5 2 (3.77%) Django Developer
5 2 (3.77%) Java Engineer
5 2 (3.77%) Machine Learning Scientist
5 2 (3.77%) Python/Django Developer
6 1 (1.89%) Banking Analyst
6 1 (1.89%) DevOps Engineer
6 1 (1.89%) Digital Developer
6 1 (1.89%) IoT Developer
6 1 (1.89%) Java Software Engineer
6 1 (1.89%) Platform Engineer
6 1 (1.89%) Scala Developer
Libraries, Frameworks & Software Standards
1 40 (75.47%) Pandas
2 35 (66.04%) NumPy
3 25 (47.17%) Matplotlib
4 19 (35.85%) scikit-learn
5 12 (22.64%) D3.js
6 11 (20.75%) Node.js
7 10 (18.87%) HTML
7 10 (18.87%) Seaborn
8 9 (16.98%) AngularJS
8 9 (16.98%) CSS
8 9 (16.98%) Flask
8 9 (16.98%) Unity (Game Engine)
8 9 (16.98%) Unreal Engine
8 9 (16.98%) XML
9 8 (15.09%) SciPy
10 7 (13.21%) Bokeh
10 7 (13.21%) React
11 6 (11.32%) REST
11 6 (11.32%) Twitter Bootstrap
12 5 (9.43%) PySpark
Miscellaneous
1 12 (22.64%) Analytical Skills
2 10 (18.87%) Computer Science
3 5 (9.43%) Algorithms
4 3 (5.66%) User Experience
5 2 (3.77%) Data Structures
5 2 (3.77%) Greenfield Project
6 1 (1.89%) Clustering
6 1 (1.89%) Fintech
6 1 (1.89%) Internet of Things
6 1 (1.89%) Smart Meter
Operating Systems
1 6 (11.32%) Linux
2 5 (9.43%) Unix
3 1 (1.89%) Red Hat Enterprise Linux
Processes & Methodologies
1 23 (43.40%) Machine Learning
2 17 (32.08%) Statistics
3 15 (28.30%) Analytics
3 15 (28.30%) Trend Analysis
4 14 (26.42%) Mathematics
5 12 (22.64%) Agile Software Development
6 11 (20.75%) Data Cleansing
6 11 (20.75%) MapReduce
6 11 (20.75%) Open Source
6 11 (20.75%) Software Engineering
6 11 (20.75%) Visualisation
7 10 (18.87%) Predictive Analysis
7 10 (18.87%) Sentiment Analysis
8 8 (15.09%) Quantitative Analysis
9 7 (13.21%) Data Analysis
10 6 (11.32%) Bayesian Methods
10 6 (11.32%) Collaborative Working
11 5 (9.43%) Linear Regression
11 5 (9.43%) Logistic Regression
11 5 (9.43%) OO
Programming Languages
1 53 (100.00%) Python
2 28 (52.83%) SQL
3 20 (37.74%) Scala
4 15 (28.30%) JavaScript
5 14 (26.42%) R
6 13 (24.53%) Java
7 7 (13.21%) TypeScript
8 6 (11.32%) C++
9 4 (7.55%) C#
10 3 (5.66%) C
10 3 (5.66%) ES6
10 3 (5.66%) MATLAB
11 1 (1.89%) Bash Shell
Qualifications
1 8 (15.09%) Degree
2 7 (13.21%) SC Cleared
2 7 (13.21%) Security Cleared
3 1 (1.89%) Computer Science Degree
3 1 (1.89%) PhD
System Software
1 5 (9.43%) Docker
2 2 (3.77%) Virtual Machines
3 1 (1.89%) VMware ESXi
3 1 (1.89%) VMware Infrastructure
3 1 (1.89%) vSphere
Systems Management
1 3 (5.66%) Docker Swarm
2 2 (3.77%) Kubernetes
2 2 (3.77%) Puppet
Vendors
1 19 (35.85%) Tableau
2 5 (9.43%) Cloudera
2 5 (9.43%) MapR
2 5 (9.43%) Splunk
3 3 (5.66%) Google
4 1 (1.89%) Atlassian
4 1 (1.89%) Oracle
4 1 (1.89%) VMware