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 3 months to 25 March 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.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Jupyter
UK
Rank 576 - -
Rank change year-on-year - 0  
Contract jobs citing Jupyter 17 0 0
As % of all contract IT jobs advertised in the UK 0.038% - -
As % of the Application Platforms category 0.22% - -
Number of daily rates quoted 12 0 0
Median daily rate £538 - -
UK excluding London median daily rate £513 - -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Jupyter is in the application platform skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for application platform skills.

Contract Application Platform Skills
UK
Contract job vacancies with a requirement for application platform skills 7873 9158 9155
As % of all contract IT job vacancies advertised in the UK 17.38% 17.21% 17.31%
Number of daily rates quoted 5152 5821 5421
Median daily rate £425 £413 £400
Median daily rate % change year-on-year +3.03% +3.12%  
90% offered a daily rate of more than £275 £250 £245
10% offered a daily rate of more than £588 £560 £525
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 166 226 324
Median hourly rate £18.50 £20.00 £19.00
Median hourly rate % change year-on-year -7.50% +5.26%  
90% offered a hourly rate of more than £12.00 £10.00 £11.50
10% offered a hourly rate of more than £50.00 £50.00 £43.00
UK excluding London median hourly rate £17.00 £18.00 £16.07
% change year-on-year -5.55% +12.00%  

Jupyter
Job Vacancy Trend

The job posting trend of jobs advertised citing Jupyter as a proportion of all contract or permanent IT jobs with a match in the Application Platforms category.

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 3 months to 25 March 2017.

Contractor daily rate histogram for Jupyter in the UK

Jupyter
Top 13 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 3 months to 25 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England - 15 £575 -
London - 9 £598 -
South Wales - 5 £513 -
Wales - 5 £513 -
South West - 4 £513 -
Newport - 4 £513 -
Bristol - 3 £513 -
City of London - 3 £575 -
Cardiff - 3 £513 -
East of England - 1 £650 -
Cambridge - 1 £650 -
Gloucestershire - 1 - -
Cambridgeshire - 1 £650 -

Jupyter
Top 30 Related IT Skills

For the 6 months to 25 March 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 29 (96.67%) Python
2 22 (73.33%) Hadoop
3 20 (66.67%) Big Data
4 18 (60.00%) Apache Spark
5 17 (56.67%) Scala
6 15 (50.00%) Java
7 14 (46.67%) Cloudera
8 11 (36.67%) Finance
8 11 (36.67%) Hadoop YARN
8 11 (36.67%) Jenkins
9 10 (33.33%) Analytical Skills
9 10 (33.33%) Agile Software Development
10 9 (30.00%) Mathematics
11 8 (26.67%) SQL
11 8 (26.67%) DevOps
12 7 (23.33%) HDFS
12 7 (23.33%) Parquet
12 7 (23.33%) Sonatype Nexus
12 7 (23.33%) Opscode Chef
12 7 (23.33%) Apache Avro
12 7 (23.33%) HBase
12 7 (23.33%) Puppet
12 7 (23.33%) Maven
12 7 (23.33%) Git (software)
13 6 (20.00%) Open Source
13 6 (20.00%) Banking
13 6 (20.00%) JavaScript
13 6 (20.00%) Linux
13 6 (20.00%) Apache Hive
13 6 (20.00%) Machine Learning

Jupyter
Top Related 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 (60.00%) Apache Spark
2 2 (6.67%) Apache
3 1 (3.33%) Elasticsearch
3 1 (3.33%) IPython
Applications
1 1 (3.33%) SPSS
Cloud Services
1 1 (3.33%) Amazon AWS
1 1 (3.33%) GitHub
1 1 (3.33%) Microsoft Azure
Communications & Networking
1 4 (13.33%) Kerberos
2 3 (10.00%) Network Security
3 1 (3.33%) LDAP
Database & Business Intelligence
1 22 (73.33%) Hadoop
2 20 (66.67%) Big Data
3 7 (23.33%) HBase
3 7 (23.33%) Parquet
4 6 (20.00%) Apache Hive
4 6 (20.00%) Cloudera CDH
5 3 (10.00%) Apache Cassandra
5 3 (10.00%) NewSQL
5 3 (10.00%) NoSQL
6 2 (6.67%) Data Lake
7 1 (3.33%) Apache Zeppelin
7 1 (3.33%) Flink
7 1 (3.33%) HDInsight
7 1 (3.33%) Impala
7 1 (3.33%) Power BI
7 1 (3.33%) Presto
7 1 (3.33%) Sqoop
Development Applications
1 11 (36.67%) Jenkins
2 7 (23.33%) Git (software)
2 7 (23.33%) Maven
2 7 (23.33%) Sonatype Nexus
3 3 (10.00%) Bower
4 1 (3.33%) GoCD
4 1 (3.33%) JIRA
4 1 (3.33%) Subversion
4 1 (3.33%) Vagrant
General
1 11 (36.67%) Finance
2 6 (20.00%) Banking
3 2 (6.67%) Front Office
4 1 (3.33%) Law
4 1 (3.33%) Marketing
4 1 (3.33%) Retail
Job Titles
1 13 (43.33%) Big Data Engineer
2 12 (40.00%) Developer
3 11 (36.67%) Data Engineer
4 8 (26.67%) DevOps Engineer
5 7 (23.33%) Python Developer
6 4 (13.33%) Big Data Developer
7 3 (10.00%) Administrator
7 3 (10.00%) Data Administrator
8 2 (6.67%) Apache Spark Developer
8 2 (6.67%) Operations Engineer
9 1 (3.33%) Angular Developer
9 1 (3.33%) Azure Engineer
9 1 (3.33%) Big Data Consultant
9 1 (3.33%) Cloud Consultant
9 1 (3.33%) Cloud Engineer
9 1 (3.33%) Hadoop Consultant
9 1 (3.33%) JavaScript Developer
9 1 (3.33%) Quantitative Developer
9 1 (3.33%) Quantitative Strategist
9 1 (3.33%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 7 (23.33%) Apache Avro
2 5 (16.67%) .NET
2 5 (16.67%) AngularJS
2 5 (16.67%) CSS
2 5 (16.67%) Flask
2 5 (16.67%) HTML
2 5 (16.67%) Node.js
2 5 (16.67%) Pandas
2 5 (16.67%) XML
3 3 (10.00%) Bokeh
3 3 (10.00%) Matplotlib
3 3 (10.00%) NumPy
3 3 (10.00%) React
3 3 (10.00%) scikit-learn
3 3 (10.00%) SciPy
3 3 (10.00%) Twitter Bootstrap
4 2 (6.67%) Kafka
4 2 (6.67%) Web Services
5 1 (3.33%) Sphinx
5 1 (3.33%) Velocity
Miscellaneous
1 10 (33.33%) Analytical Skills
2 6 (20.00%) Algorithms
3 1 (3.33%) Computer Science
Operating Systems
1 6 (20.00%) Linux
2 5 (16.67%) Windows
3 3 (10.00%) Red Hat Enterprise Linux
3 3 (10.00%) Unix
Processes & Methodologies
1 10 (33.33%) Agile Software Development
2 9 (30.00%) Mathematics
3 8 (26.67%) DevOps
4 6 (20.00%) Data Ingestion
4 6 (20.00%) Machine Learning
4 6 (20.00%) Open Source
5 4 (13.33%) Continuous Integration
5 4 (13.33%) OO
6 3 (10.00%) Data Modelling
6 3 (10.00%) OOP
6 3 (10.00%) Regression Analysis
6 3 (10.00%) Regression Testing
6 3 (10.00%) Statistics
7 2 (6.67%) Continuous Delivery
8 1 (3.33%) Analytics
8 1 (3.33%) Data Transformation
8 1 (3.33%) Digital Marketing
8 1 (3.33%) High Availability
8 1 (3.33%) Software Delivery
8 1 (3.33%) Virtual Environments
Programming Languages
1 29 (96.67%) Python
2 17 (56.67%) Scala
3 15 (50.00%) Java
4 8 (26.67%) SQL
5 6 (20.00%) JavaScript
6 5 (16.67%) TypeScript
7 4 (13.33%) C#
7 4 (13.33%) C++
8 3 (10.00%) Bash Shell
9 1 (3.33%) PowerShell
9 1 (3.33%) R
Quality Assurance & Compliance
1 1 (3.33%) QA
System Software
1 7 (23.33%) HDFS
2 3 (10.00%) Active Directory
3 1 (3.33%) Apache Flume
3 1 (3.33%) Virtual Machines
3 1 (3.33%) VMware Infrastructure
Systems Management
1 11 (36.67%) Hadoop YARN
2 7 (23.33%) Opscode Chef
2 7 (23.33%) Puppet
3 3 (10.00%) Grafana
3 3 (10.00%) Graphite
3 3 (10.00%) Nagios
4 2 (6.67%) Ansible
4 2 (6.67%) Oozie
5 1 (3.33%) Ambari
Vendors
1 14 (46.67%) Cloudera
2 3 (10.00%) SaltStack
2 3 (10.00%) Tableau
3 1 (3.33%) Splunk
3 1 (3.33%) VMware