Period
to 23 September 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Jupyter skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Jupyter over the 6 months to 23 September 2017 with a comparison to the same period in the previous 2 years.

Jupyter
UK
6 months to
23 Sep 2017
Same period 2016 Same period 2015
Rank 1151 1204 -
Rank change year-on-year +53 - -
Permanent jobs citing Jupyter 24 18 0
As % of all permanent IT jobs advertised in the UK 0.014% 0.009% -
As % of the Application Platforms category 0.077% 0.050% -
Number of salaries quoted 21 16 0
UK median annual salary £50,000 £60,000 -
Median salary % change year-on-year -16.67% - -
UK excluding London median annual salary £40,000 £42,500 -
% change year-on-year -5.88% - -

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

All Application Platform Skills
UK
Permanent vacancies with a requirement for application platform skills 31204 35854 42168
As % of all permanent IT jobs advertised in the UK 17.79% 18.48% 19.11%
Number of salaries quoted 25007 30412 35052
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,000 £26,750 £26,250
90th Percentile £76,250 £75,000 £72,500
UK excluding London median annual salary £41,000 £40,000 £40,000
% change year-on-year +2.50% - +2.56%

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
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Jupyter.

Salary trend for Jupyter in the UK

Jupyter
Salary Histogram

The salary distribution of IT jobs citing Jupyter over the 6 months to 23 September 2017.

Salary histogram for Jupyter in the UK

Jupyter
Top 7 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Jupyter within the UK over the 6 months to 23 September 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +54 24 £50,000 -16.67% 3
London +33 19 £50,000 -16.67% 3
UK excluding London +58 5 £40,000 -5.88%
North of England - 2 £40,000 -
North West - 2 £40,000 -
East of England - 2 - -
South East +65 1 £45,000 +5.88%

For the 6 months to 23 September 2017, IT jobs citing Jupyter also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Jupyter.

1 22 (91.67%) Python
2 16 (66.67%) Analytics
3 13 (54.17%) Amazon AWS
4 11 (45.83%) R
4 11 (45.83%) Analytical Skills
5 10 (41.67%) Machine Learning
6 9 (37.50%) Apache Spark
6 9 (37.50%) Marketing
7 8 (33.33%) Web Services
8 7 (29.17%) Degree
8 7 (29.17%) Statistics
8 7 (29.17%) Google
8 7 (29.17%) Customer Analytics
8 7 (29.17%) Digital Marketing
8 7 (29.17%) Scala
8 7 (29.17%) scikit-learn
8 7 (29.17%) Global Marketing
8 7 (29.17%) Actionable Recommendations
9 6 (25.00%) Tag Management
9 6 (25.00%) Pandas
9 6 (25.00%) Big Data
9 6 (25.00%) Adobe
10 5 (20.83%) PhD
10 5 (20.83%) Java
10 5 (20.83%) SQL
10 5 (20.83%) Tableau
10 5 (20.83%) DevOps
10 5 (20.83%) Computer Science
10 5 (20.83%) Bokeh
11 4 (16.67%) PyMC3

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 9 (37.50%) Apache Spark
2 3 (12.50%) Apache
3 2 (8.33%) IPython
4 1 (4.17%) Apache Pig
4 1 (4.17%) Elasticsearch
Cloud Services
1 13 (54.17%) Amazon AWS
2 3 (12.50%) Amazon S3
3 2 (8.33%) Amazon EMR
4 1 (4.17%) Google Cloud Platform
4 1 (4.17%) npm
Database & Business Intelligence
1 6 (25.00%) Big Data
2 4 (16.67%) Amazon Redshift
2 4 (16.67%) MongoDB
3 3 (12.50%) Hadoop
4 2 (8.33%) Data Lake
4 2 (8.33%) Data Mining
4 2 (8.33%) Text Mining
5 1 (4.17%) Apache Cassandra
5 1 (4.17%) Apache Hive
5 1 (4.17%) BigQuery
5 1 (4.17%) Data Warehouse
5 1 (4.17%) HBase
5 1 (4.17%) Mahout
5 1 (4.17%) MySQL
5 1 (4.17%) PostgreSQL
5 1 (4.17%) Redis
Development Applications
1 4 (16.67%) Jenkins
2 2 (8.33%) Git (software)
3 1 (4.17%) Bower
General
1 9 (37.50%) Marketing
2 4 (16.67%) Finance
3 3 (12.50%) Front Office
3 3 (12.50%) Games
4 1 (4.17%) Banking
4 1 (4.17%) Investment Banking
4 1 (4.17%) Pharmaceutical
Job Titles
1 7 (29.17%) Consultant
2 6 (25.00%) Data Scientist
3 5 (20.83%) Developer
4 4 (16.67%) Data Consultant
4 4 (16.67%) Python Developer
5 3 (12.50%) Senior Developer
5 3 (12.50%) Senior Python Developer
6 2 (8.33%) Analytics Consultant
6 2 (8.33%) DevOps Engineer
6 2 (8.33%) Digital Analytics Consultant
6 2 (8.33%) Graduate
6 2 (8.33%) Process Engineer
7 1 (4.17%) Data Engineer
7 1 (4.17%) Front End Developer (Client-Side Developer)
7 1 (4.17%) Machine Learning Developer
7 1 (4.17%) Project Manager
7 1 (4.17%) Risk Manager
7 1 (4.17%) Risk Project Manager
7 1 (4.17%) Technical Manager
7 1 (4.17%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 8 (33.33%) Web Services
2 7 (29.17%) scikit-learn
3 6 (25.00%) Pandas
4 5 (20.83%) Bokeh
5 4 (16.67%) D3.js
5 4 (16.67%) PyMC3
5 4 (16.67%) TensorFlow
6 2 (8.33%) AngularJS
6 2 (8.33%) CoreNLP
6 2 (8.33%) Keras
6 2 (8.33%) Natural Language Processing
6 2 (8.33%) React
7 1 (4.17%) Flask
7 1 (4.17%) Kafka
7 1 (4.17%) Matplotlib
7 1 (4.17%) Node.js
7 1 (4.17%) RESTful
7 1 (4.17%) SciPy
7 1 (4.17%) Twitter Bootstrap
7 1 (4.17%) WebSockets
Miscellaneous
1 11 (45.83%) Analytical Skills
2 5 (20.83%) Computer Science
3 3 (12.50%) Algorithms
4 2 (8.33%) Social Gaming
4 2 (8.33%) Social Media
5 1 (4.17%) Credit Risk
5 1 (4.17%) Equities
5 1 (4.17%) Fintech
5 1 (4.17%) Hedge funds
5 1 (4.17%) Online Games
Operating Systems
1 3 (12.50%) Linux
1 3 (12.50%) Unix
Processes & Methodologies
1 16 (66.67%) Analytics
2 10 (41.67%) Machine Learning
3 7 (29.17%) Customer Analytics
3 7 (29.17%) Digital Marketing
3 7 (29.17%) Global Marketing
3 7 (29.17%) Statistics
4 6 (25.00%) Tag Management
5 5 (20.83%) DevOps
6 4 (16.67%) Agile Software Development
6 4 (16.67%) Mathematics
7 3 (12.50%) Actionable Insight
7 3 (12.50%) ETL
7 3 (12.50%) Market Making
7 3 (12.50%) Physics
7 3 (12.50%) Product Management
7 3 (12.50%) Statistical Modelling
8 2 (8.33%) Data Engineering
8 2 (8.33%) Data Visualisation
8 2 (8.33%) Digital Analytics
8 2 (8.33%) Sentiment Analysis
Programming Languages
1 22 (91.67%) Python
2 11 (45.83%) R
3 7 (29.17%) Scala
4 5 (20.83%) Java
4 5 (20.83%) SQL
5 4 (16.67%) C++
6 3 (12.50%) C
7 2 (8.33%) JavaScript
7 2 (8.33%) Ruby
8 1 (4.17%) C#
8 1 (4.17%) Perl
8 1 (4.17%) TypeScript
Qualifications
1 7 (29.17%) Degree
2 5 (20.83%) PhD
3 3 (12.50%) Computer Science Degree
4 1 (4.17%) MBA
Quality Assurance & Compliance
1 7 (29.17%) Actionable Recommendations
System Software
1 1 (4.17%) Docker
1 1 (4.17%) Virtual Machines
Systems Management
1 2 (8.33%) Puppet
Vendors
1 7 (29.17%) Google
2 6 (25.00%) Adobe
3 5 (20.83%) Tableau