Period
to 18 September 2018

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 18 September 2018 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
18 Sep 2018
Same period 2017 Same period 2016
Rank 832 840 -
Rank change year-on-year +8 - -
Contract jobs citing Jupyter 51 18 0
As % of all contract IT jobs advertised in the UK 0.049% 0.018% -
As % of the Application Platforms category 0.30% 0.11% -
Number of daily rates quoted 30 9 0
UK median daily rate £525 £500 -
Median daily rate % change year-on-year +5.00% - -
UK excluding London median daily rate £421 £500 -
% change year-on-year -15.80% - -
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 17,225 16,427 19,694
As % of all contract IT jobs advertised in the UK 16.72% 16.77% 18.53%
Number of daily rates quoted 11,259 10,637 13,002
UK median daily rate £450 £438 £420
Median daily rate % change year-on-year +2.86% +4.17% +5.00%
10th Percentile £269 £263 £255
90th Percentile £625 £600 £588
UK excluding London median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% +3.33%
Number of hourly rates quoted 424 416 495
UK median hourly rate £20.50 £20.00 £20.50
Median hourly rate % change year-on-year +2.50% -2.44% +2.50%
10th Percentile £12.05 £10.88 £12.00
90th Percentile £51.25 £48.75 £45.00
UK excluding London median hourly rate £20.00 £20.00 £21.00
% change year-on-year - -4.76% +5.00%

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 18 September 2018.

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 6 months to 18 September 2018. 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 0 48 £525 +23.53% 9
UK excluding London -13 25 £421 -15.80% 3
London -14 25 £538 +7.50% 7
South East +24 23 £421 - 1
Wales - 2 - -

For the 6 months to 18 September 2018, IT contractor jobs citing Jupyter also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads with a requirement for Jupyter.

1 49 (96.08%) Python
2 38 (74.51%) Data Science
3 33 (64.71%) Machine Learning
4 27 (52.94%) Pandas
5 24 (47.06%) Analytics
6 23 (45.10%) Mathematics
7 20 (39.22%) Visualisation
7 20 (39.22%) R
8 18 (35.29%) TensorFlow
9 17 (33.33%) Tableau
9 17 (33.33%) Statistics
10 16 (31.37%) Data Analysis
11 15 (29.41%) Artificial Intelligence
11 15 (29.41%) NumPy
11 15 (29.41%) Analytical Skills
11 15 (29.41%) PySpark
12 14 (27.45%) Open Source
12 14 (27.45%) Deep Learning
12 14 (27.45%) Degree
13 13 (25.49%) Hadoop
13 13 (25.49%) Data Cleansing
14 12 (23.53%) Amazon AWS
14 12 (23.53%) Matplotlib
14 12 (23.53%) Software Engineering
14 12 (23.53%) Data Mining
14 12 (23.53%) Keras
15 11 (21.57%) Predictive Analysis
15 11 (21.57%) Sentiment Analysis
15 11 (21.57%) Trend Analysis
16 10 (19.61%) Unity (Game Engine)

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 7 (13.73%) Apache
1 7 (13.73%) Apache Spark
1 7 (13.73%) Elasticsearch
2 5 (9.80%) Tomcat
3 1 (1.96%) Apache Airflow
3 1 (1.96%) Gunicorn
3 1 (1.96%) IPython
3 1 (1.96%) nginx
Business Applications
1 1 (1.96%) Remedy ITSM
Cloud Services
1 12 (23.53%) Amazon AWS
2 8 (15.69%) Microsoft Azure
3 7 (13.73%) Azure Machine Learning
4 3 (5.88%) Amazon S3
5 2 (3.92%) Amazon EC2
5 2 (3.92%) AWS Lambda
5 2 (3.92%) Serverless
5 2 (3.92%) Virtual Private Cloud
6 1 (1.96%) AdWords
6 1 (1.96%) Amazon EMR
6 1 (1.96%) AWS CloudFormation
6 1 (1.96%) OpenShift
6 1 (1.96%) Route 53
Communications & Networking
1 5 (9.80%) DAB
2 1 (1.96%) Calico
2 1 (1.96%) HTTP
2 1 (1.96%) Kerberos
2 1 (1.96%) SSH
2 1 (1.96%) SSL
Database & Business Intelligence
1 13 (25.49%) Hadoop
2 12 (23.53%) Data Mining
3 9 (17.65%) Big Data
4 7 (13.73%) Geospatial Data
4 7 (13.73%) Power BI
5 1 (1.96%) Amazon RDS
5 1 (1.96%) KNIME
5 1 (1.96%) MySQL
5 1 (1.96%) Spark SQL
Development Applications
1 8 (15.69%) Jenkins
2 6 (11.76%) JIRA
3 5 (9.80%) IntelliJ
3 5 (9.80%) Sonatype Nexus
4 3 (5.88%) Git (software)
5 1 (1.96%) Hudson
5 1 (1.96%) RStudio
5 1 (1.96%) Selenium
5 1 (1.96%) Team Foundation Server
General
1 10 (19.61%) Finance
1 10 (19.61%) Games
2 8 (15.69%) Banking
3 1 (1.96%) Advertising
3 1 (1.96%) Retail
Job Titles
1 31 (60.78%) Data Scientist
2 9 (17.65%) Developer
2 9 (17.65%) Python Developer
3 6 (11.76%) Architect
3 6 (11.76%) Machine Learning Scientist
4 4 (7.84%) Senior Data Scientist
5 3 (5.88%) Data Engineer
5 3 (5.88%) Python Engineer
6 1 (1.96%) Analytics Consultant
6 1 (1.96%) AWS Engineer
6 1 (1.96%) Big Data Engineer
6 1 (1.96%) Consultant
6 1 (1.96%) Data Analytics Engineer
6 1 (1.96%) Enterprise Architect
6 1 (1.96%) Enterprise Management Architect
6 1 (1.96%) Hadoop Engineer
6 1 (1.96%) Platform Engineer
6 1 (1.96%) Site Engineer
6 1 (1.96%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 27 (52.94%) Pandas
2 18 (35.29%) TensorFlow
3 15 (29.41%) NumPy
3 15 (29.41%) PySpark
4 12 (23.53%) Keras
4 12 (23.53%) Matplotlib
5 10 (19.61%) D3.js
5 10 (19.61%) scikit-learn
5 10 (19.61%) Unity (Game Engine)
5 10 (19.61%) Unreal Engine
6 7 (13.73%) Elastic Stack
6 7 (13.73%) Natural Language Processing
7 6 (11.76%) Anaconda
7 6 (11.76%) REST
8 2 (3.92%) Flask
9 1 (1.96%) AngularJS
9 1 (1.96%) Django
9 1 (1.96%) NetworkX
9 1 (1.96%) OAuth
9 1 (1.96%) SAML
Miscellaneous
1 15 (29.41%) Analytical Skills
2 10 (19.61%) Computer Science
3 4 (7.84%) Algorithms
3 4 (7.84%) User Experience
4 1 (1.96%) Management Information System
4 1 (1.96%) Self-Motivation
Operating Systems
1 8 (15.69%) Linux
2 5 (9.80%) Red Hat Enterprise Linux
2 5 (9.80%) Unix
3 1 (1.96%) Windows
Processes & Methodologies
1 38 (74.51%) Data Science
2 33 (64.71%) Machine Learning
3 24 (47.06%) Analytics
4 23 (45.10%) Mathematics
5 20 (39.22%) Visualisation
6 17 (33.33%) Statistics
7 16 (31.37%) Data Analysis
8 15 (29.41%) Artificial Intelligence
9 14 (27.45%) Deep Learning
9 14 (27.45%) Open Source
10 13 (25.49%) Data Cleansing
11 12 (23.53%) Software Engineering
12 11 (21.57%) Predictive Analysis
12 11 (21.57%) Sentiment Analysis
12 11 (21.57%) Trend Analysis
13 9 (17.65%) Agile Software Development
13 9 (17.65%) Decision-Making
13 9 (17.65%) Problem-Solving
14 8 (15.69%) Collaborative Working
14 8 (15.69%) Quantitative Analysis
Programming Languages
1 49 (96.08%) Python
2 20 (39.22%) R
3 8 (15.69%) SQL
4 5 (9.80%) Java
5 2 (3.92%) C
6 1 (1.96%) Cython
6 1 (1.96%) Go
6 1 (1.96%) JavaScript
6 1 (1.96%) Shell Script
Qualifications
1 14 (27.45%) Degree
2 10 (19.61%) SC Cleared
2 10 (19.61%) Security Cleared
3 2 (3.92%) Numerate Degree
3 2 (3.92%) PhD
4 1 (1.96%) Computer Science Degree
Quality Assurance & Compliance
1 1 (1.96%) GCP
System Software
1 5 (9.80%) Docker
2 1 (1.96%) Active Directory
Systems Management
1 7 (13.73%) Kibana
1 7 (13.73%) logstash
2 4 (7.84%) Terraform
3 2 (3.92%) Ansible
4 1 (1.96%) Fluentd
4 1 (1.96%) Grafana
4 1 (1.96%) Kubernetes
4 1 (1.96%) Packer
4 1 (1.96%) Prometheus
4 1 (1.96%) SCCM
4 1 (1.96%) SCOM
4 1 (1.96%) SCVMM
Vendors
1 17 (33.33%) Tableau
2 3 (5.88%) Cloudera
3 2 (3.92%) Microsoft
3 2 (3.92%) Twitter
4 1 (1.96%) BMC
4 1 (1.96%) CA
4 1 (1.96%) Dataiku
4 1 (1.96%) Facebook
4 1 (1.96%) Fujitsu
4 1 (1.96%) Hortonworks
4 1 (1.96%) HP
4 1 (1.96%) Remedy
4 1 (1.96%) ServiceNow
4 1 (1.96%) Splunk