Period
to 19 August 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 19 August 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
19 Aug 2017
Same period 2016 Same period 2015
Rank 837 - -
Rank change year-on-year - - -
Contract jobs citing Jupyter 21 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 9 0 0
UK median daily rate £500 - -
UK excluding London median daily rate £500 - -
Number of hourly rates quoted 0 0 0
UK 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 16254 19893 20130
As % of all contract IT job vacancies advertised in the UK 16.86% 18.34% 17.87%
Number of daily rates quoted 10512 13085 12442
UK median daily rate £435 £420 £390
Median daily rate % change year-on-year +3.57% +7.69% +4.00%
10th Percentile £263 £255 £225
90th Percentile £600 £588 £556
UK excluding London median daily rate £400 £390 £375
% change year-on-year +2.56% +4.00% +7.14%
Number of hourly rates quoted 412 492 693
UK median hourly rate £19.82 £20.39 £20.00
Median hourly rate % change year-on-year -2.82% +1.95% +14.29%
10th Percentile £10.75 £11.25 £11.25
90th Percentile £50.00 £44.75 £42.20
UK excluding London median hourly rate £19.66 £20.73 £20.00
% change year-on-year -5.16% +3.65% +14.29%

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 19 August 2017.

Contractor daily rate histogram for Jupyter in the UK

Jupyter
Top 9 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 19 August 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 - 17 £425 - 5
UK excluding London - 11 £500 - 1
London - 9 £425 - 4
Scotland - 4 £500 -
East Midlands - 2 £425 -
Midlands - 2 £425 -
South East - 2 - -
South West - 2 - -
East of England - 1 £650 -

For the 6 months to 19 August 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 21 (100.00%) Python
2 10 (47.62%) Linux
3 8 (38.10%) Agile Software Development
3 8 (38.10%) Git (software)
3 8 (38.10%) Apache Spark
4 7 (33.33%) Docker
4 7 (33.33%) Scala
4 7 (33.33%) Unix
5 6 (28.57%) Pandas
6 5 (23.81%) Machine Learning
6 5 (23.81%) Jenkins
6 5 (23.81%) NumPy
6 5 (23.81%) Puppet
6 5 (23.81%) Hadoop
6 5 (23.81%) Django
6 5 (23.81%) SQL
6 5 (23.81%) Docker Swarm
7 4 (19.05%) Finance
7 4 (19.05%) Banking
7 4 (19.05%) Computer Science
7 4 (19.05%) Apache Hive
7 4 (19.05%) Tableau
7 4 (19.05%) Big Data
7 4 (19.05%) Analytical Skills
7 4 (19.05%) Celery
7 4 (19.05%) scikit-learn
8 3 (14.29%) Hadoop YARN
8 3 (14.29%) DevOps
8 3 (14.29%) Impala
8 3 (14.29%) Cloudera

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 8 (38.10%) Apache Spark
2 1 (4.76%) Apache
2 1 (4.76%) Confluence
2 1 (4.76%) Tomcat
Cloud Services
1 3 (14.29%) Amazon AWS
2 2 (9.52%) Microsoft Azure
3 1 (4.76%) GitHub
Communications & Networking
1 1 (4.76%) LDAP
Database & Business Intelligence
1 5 (23.81%) Hadoop
2 4 (19.05%) Apache Hive
2 4 (19.05%) Big Data
3 3 (14.29%) HBase
3 3 (14.29%) Impala
3 3 (14.29%) Power BI
4 2 (9.52%) Data Mining
4 2 (9.52%) NoSQL
4 2 (9.52%) Parquet
5 1 (4.76%) Apache Cassandra
5 1 (4.76%) Apache Zeppelin
5 1 (4.76%) Data Lake
5 1 (4.76%) DataStage
5 1 (4.76%) HDInsight
5 1 (4.76%) MongoDB
5 1 (4.76%) Neo4j
5 1 (4.76%) Pentaho
5 1 (4.76%) PostgreSQL
5 1 (4.76%) RDBMS
5 1 (4.76%) Spark SQL
Development Applications
1 8 (38.10%) Git (software)
2 5 (23.81%) Jenkins
3 3 (14.29%) JIRA
4 2 (9.52%) Maven
4 2 (9.52%) Sonatype Nexus
4 2 (9.52%) Subversion
4 2 (9.52%) Visual Studio
5 1 (4.76%) Atlassian Bamboo
5 1 (4.76%) Bitbucket
5 1 (4.76%) Gerrit
5 1 (4.76%) Phabricator
General
1 4 (19.05%) Banking
1 4 (19.05%) Finance
2 2 (9.52%) Automotive
Job Titles
1 7 (33.33%) Developer
2 6 (28.57%) Data Scientist
2 6 (28.57%) Python Developer
3 3 (14.29%) Consultant
3 3 (14.29%) Data Consultant
3 3 (14.29%) Django Developer
3 3 (14.29%) Python/Django Developer
4 2 (9.52%) Big Data Consultant
4 2 (9.52%) Cloud Consultant
4 2 (9.52%) Data Engineer
4 2 (9.52%) DevOps Engineer
4 2 (9.52%) Hadoop Consultant
5 1 (4.76%) Azure Engineer
5 1 (4.76%) Big Data Engineer
5 1 (4.76%) DevOps Consultant
5 1 (4.76%) Quantitative Developer
5 1 (4.76%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 6 (28.57%) Pandas
2 5 (23.81%) Django
2 5 (23.81%) NumPy
3 4 (19.05%) Celery
3 4 (19.05%) scikit-learn
4 3 (14.29%) SciPy
5 2 (9.52%) Apache Avro
5 2 (9.52%) D3.js
5 2 (9.52%) Kafka
5 2 (9.52%) TensorFlow
6 1 (4.76%) Apache Tez
6 1 (4.76%) Bokeh
6 1 (4.76%) Flask
6 1 (4.76%) ggplot
6 1 (4.76%) Keras
6 1 (4.76%) OpenCV
6 1 (4.76%) PySpark
6 1 (4.76%) Seaborn
6 1 (4.76%) Spark Streaming
6 1 (4.76%) Torch
Miscellaneous
1 4 (19.05%) Analytical Skills
1 4 (19.05%) Computer Science
2 3 (14.29%) Algorithms
3 2 (9.52%) Data Structures
3 2 (9.52%) Greenfield Project
4 1 (4.76%) Equities
4 1 (4.76%) Foreign Exchange (FX)
4 1 (4.76%) Hedge funds
Operating Systems
1 10 (47.62%) Linux
2 7 (33.33%) Unix
3 1 (4.76%) Windows
Processes & Methodologies
1 8 (38.10%) Agile Software Development
2 5 (23.81%) Machine Learning
3 3 (14.29%) DevOps
3 3 (14.29%) Mathematics
3 3 (14.29%) Predictive Modelling
4 2 (9.52%) Analytics
4 2 (9.52%) Data Ingestion
4 2 (9.52%) Deep Learning
4 2 (9.52%) Neural Network
4 2 (9.52%) SDLC
4 2 (9.52%) Software Engineering
4 2 (9.52%) Statistics
4 2 (9.52%) TDD
4 2 (9.52%) Visualisation
5 1 (4.76%) Artificial Intelligence
5 1 (4.76%) Data Modelling
5 1 (4.76%) E-Commerce
5 1 (4.76%) OO
5 1 (4.76%) RAD
5 1 (4.76%) Statistical Analysis
Programming Languages
1 21 (100.00%) Python
2 7 (33.33%) Scala
3 5 (23.81%) SQL
4 3 (14.29%) C++
4 3 (14.29%) Java
4 3 (14.29%) MATLAB
4 3 (14.29%) R
5 2 (9.52%) C
5 2 (9.52%) JavaScript
6 1 (4.76%) Bash Shell
6 1 (4.76%) C#
6 1 (4.76%) PowerShell
Qualifications
1 1 (4.76%) Computer Science Degree
1 1 (4.76%) Degree
1 1 (4.76%) PhD
System Software
1 7 (33.33%) Docker
2 1 (4.76%) Apache Flume
2 1 (4.76%) Apache ZooKeeper
2 1 (4.76%) Virtual Machines
2 1 (4.76%) VMware ESXi
2 1 (4.76%) VMware Infrastructure
2 1 (4.76%) vSphere
Systems Management
1 5 (23.81%) Docker Swarm
1 5 (23.81%) Puppet
2 3 (14.29%) Hadoop YARN
3 2 (9.52%) Oozie
4 1 (4.76%) Ambari
4 1 (4.76%) Kubernetes
4 1 (4.76%) Opscode Chef
Vendors
1 4 (19.05%) Tableau
2 3 (14.29%) Cloudera
3 2 (9.52%) Splunk
4 1 (4.76%) Ab Initio
4 1 (4.76%) Atlassian
4 1 (4.76%) Google
4 1 (4.76%) Informatica
4 1 (4.76%) VMware