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 22 June 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
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 606 - -
Rank change year-on-year - 0  
Contract jobs citing Jupyter 9 0 0
As % of all contract IT jobs advertised in the UK 0.019% - -
As % of the Application Platforms category 0.12% - -
Number of daily rates quoted 5 0 0
Median daily rate £500 - -
UK excluding London median daily rate £500 - -
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 7783 9700 10045
As % of all contract IT job vacancies advertised in the UK 16.60% 17.99% 17.87%
Number of daily rates quoted 4973 6473 6270
Median daily rate £425 £420 £375
Median daily rate % change year-on-year +1.19% +12.00%  
90% offered a daily rate of more than £260 £265 £230
10% offered a daily rate of more than £575 £560 £525
UK excluding London median daily rate £400 £390 £350
% change year-on-year +2.56% +11.42%  
Number of hourly rates quoted 202 233 338
Median hourly rate £22.50 £20.50 £20.19
Median hourly rate % change year-on-year +9.75% +1.56%  
90% offered a hourly rate of more than £12.00 £12.49 £12.05
10% offered a hourly rate of more than £50.00 £44.20 £40.00
UK excluding London median hourly rate £25.00 £22.50 £21.00
% change year-on-year +11.11% +7.14%  

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 22 June 2017.

Contractor daily rate histogram for Jupyter in the UK

Jupyter
Top 5 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 22 June 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 - 6 £425 - 4
London - 6 £425 - 4
Scotland - 3 £500 -
Edinburgh - 3 £500 -
City of London - 2 £415 -

For the 6 months to 22 June 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 25 (96.15%) Python
2 13 (50.00%) Hadoop
3 11 (42.31%) Scala
3 11 (42.31%) Agile Software Development
3 11 (42.31%) Big Data
3 11 (42.31%) Apache Spark
4 9 (34.62%) Mathematics
4 9 (34.62%) Git (software)
5 8 (30.77%) Finance
5 8 (30.77%) Java
5 8 (30.77%) Jenkins
5 8 (30.77%) Cloudera
5 8 (30.77%) Analytical Skills
6 7 (26.92%) Pandas
6 7 (26.92%) SQL
7 6 (23.08%) JavaScript
7 6 (23.08%) XML
7 6 (23.08%) Linux
7 6 (23.08%) Flask
7 6 (23.08%) Machine Learning
7 6 (23.08%) Puppet
7 6 (23.08%) scikit-learn
7 6 (23.08%) PySpark
8 5 (19.23%) Apache Hive
8 5 (19.23%) NumPy
8 5 (19.23%) AngularJS
8 5 (19.23%) Node.js
8 5 (19.23%) TypeScript
8 5 (19.23%) Docker
8 5 (19.23%) Hadoop YARN

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 11 (42.31%) Apache Spark
2 2 (7.69%) Apache
3 1 (3.85%) Confluence
3 1 (3.85%) Elasticsearch
3 1 (3.85%) IPython
3 1 (3.85%) Tomcat
Applications
1 1 (3.85%) SPSS
Cloud Services
1 2 (7.69%) Amazon AWS
2 1 (3.85%) GitHub
2 1 (3.85%) Microsoft Azure
Communications & Networking
1 1 (3.85%) LDAP
Database & Business Intelligence
1 13 (50.00%) Hadoop
2 11 (42.31%) Big Data
3 5 (19.23%) Apache Hive
4 4 (15.38%) Parquet
5 3 (11.54%) HBase
5 3 (11.54%) Impala
6 2 (7.69%) Data Lake
7 1 (3.85%) Apache Cassandra
7 1 (3.85%) Apache Zeppelin
7 1 (3.85%) Flink
7 1 (3.85%) HDInsight
7 1 (3.85%) MongoDB
7 1 (3.85%) Neo4j
7 1 (3.85%) NoSQL
7 1 (3.85%) Power BI
7 1 (3.85%) Presto
7 1 (3.85%) RDBMS
7 1 (3.85%) Relational Database
7 1 (3.85%) Spark SQL
7 1 (3.85%) Sqoop
Development Applications
1 9 (34.62%) Git (software)
2 8 (30.77%) Jenkins
3 4 (15.38%) Maven
3 4 (15.38%) Sonatype Nexus
4 3 (11.54%) Bower
5 2 (7.69%) JIRA
6 1 (3.85%) GoCD
6 1 (3.85%) Subversion
6 1 (3.85%) Vagrant
General
1 8 (30.77%) Finance
2 5 (19.23%) Banking
3 2 (7.69%) Front Office
4 1 (3.85%) Marketing
4 1 (3.85%) Retail
Job Titles
1 12 (46.15%) Developer
2 9 (34.62%) Python Developer
3 6 (23.08%) Big Data Engineer
4 5 (19.23%) Data Engineer
5 3 (11.54%) Big Data Developer
5 3 (11.54%) Consultant
5 3 (11.54%) Data Consultant
5 3 (11.54%) Data Scientist
5 3 (11.54%) DevOps Engineer
6 2 (7.69%) Apache Spark Developer
6 2 (7.69%) Big Data Consultant
6 2 (7.69%) Cloud Consultant
6 2 (7.69%) Django Developer
6 2 (7.69%) Hadoop Consultant
6 2 (7.69%) Python/Django Developer
7 1 (3.85%) Angular Developer
7 1 (3.85%) Azure Engineer
7 1 (3.85%) Quantitative Strategist
7 1 (3.85%) Senior Data Engineer
7 1 (3.85%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 7 (26.92%) Pandas
2 6 (23.08%) Flask
2 6 (23.08%) PySpark
2 6 (23.08%) scikit-learn
2 6 (23.08%) XML
3 5 (19.23%) AngularJS
3 5 (19.23%) CSS
3 5 (19.23%) HTML
3 5 (19.23%) Node.js
3 5 (19.23%) NumPy
4 4 (15.38%) .NET
4 4 (15.38%) Apache Avro
4 4 (15.38%) Bokeh
4 4 (15.38%) Django
4 4 (15.38%) Matplotlib
5 3 (11.54%) Kafka
5 3 (11.54%) React
5 3 (11.54%) SciPy
5 3 (11.54%) Twitter Bootstrap
6 2 (7.69%) Web Services
Miscellaneous
1 8 (30.77%) Analytical Skills
2 5 (19.23%) Algorithms
3 1 (3.85%) Computer Science
3 1 (3.85%) Equities
3 1 (3.85%) Foreign Exchange (FX)
3 1 (3.85%) Hedge funds
Operating Systems
1 6 (23.08%) Linux
2 4 (15.38%) Unix
3 1 (3.85%) Windows
Processes & Methodologies
1 11 (42.31%) Agile Software Development
2 9 (34.62%) Mathematics
3 6 (23.08%) Machine Learning
4 4 (15.38%) Data Ingestion
4 4 (15.38%) Data Modelling
4 4 (15.38%) DevOps
4 4 (15.38%) OO
4 4 (15.38%) Statistics
5 3 (11.54%) Digital Transformation Programme
5 3 (11.54%) OOP
5 3 (11.54%) Predictive Modelling
5 3 (11.54%) Regression Analysis
5 3 (11.54%) Regression Testing
6 2 (7.69%) Analytics
6 2 (7.69%) Continuous Delivery
6 2 (7.69%) Neural Network
6 2 (7.69%) Software Engineering
6 2 (7.69%) Visualisation
7 1 (3.85%) API Development
7 1 (3.85%) Software Delivery
Programming Languages
1 25 (96.15%) Python
2 11 (42.31%) Scala
3 8 (30.77%) Java
4 7 (26.92%) SQL
5 6 (23.08%) JavaScript
6 5 (19.23%) TypeScript
7 4 (15.38%) C#
7 4 (15.38%) C++
8 1 (3.85%) PowerShell
8 1 (3.85%) R
Quality Assurance & Compliance
1 1 (3.85%) QA
System Software
1 5 (19.23%) Docker
2 2 (7.69%) Apache Flume
3 1 (3.85%) Apache ZooKeeper
3 1 (3.85%) HDFS
3 1 (3.85%) Virtual Machines
Systems Management
1 6 (23.08%) Puppet
2 5 (19.23%) Hadoop YARN
3 3 (11.54%) Docker Swarm
3 3 (11.54%) Oozie
3 3 (11.54%) Opscode Chef
4 1 (3.85%) Ambari
4 1 (3.85%) Ansible
Vendors
1 8 (30.77%) Cloudera
2 4 (15.38%) Tableau
3 2 (7.69%) Splunk
4 1 (3.85%) Ab Initio
4 1 (3.85%) Google
4 1 (3.85%) Informatica