Period
to 16 January 2018

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 16 January 2018 with a comparison to the same period in the previous 2 years.

Jupyter
UK
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 1145 1175 -
Rank change year-on-year +30 - -
Permanent jobs citing Jupyter 29 21 0
As % of all permanent IT jobs advertised in the UK 0.017% 0.012% -
As % of the Application Platforms category 0.098% 0.066% -
Number of salaries quoted 17 16 0
UK median annual salary £52,500 £42,500 -
Median salary % change year-on-year +23.53% - -
UK excluding London median annual salary £45,000 £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 29,583 31,689 38,888
As % of all permanent IT jobs advertised in the UK 17.06% 17.96% 18.78%
Number of salaries quoted 24,294 26,618 32,529
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £77,500 £75,000 £73,750
UK excluding London median annual salary £40,000 £40,000 £40,000

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 16 January 2018.

Salary histogram for Jupyter in the UK

Jupyter
Top 8 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 16 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +8 21 £53,750 +26.47% 3
London +17 16 £57,500 -8.00% 3
UK excluding London +25 13 £45,000 +5.88% 1
Scotland - 8 £47,500 - 1
North West - 3 £40,000 -
North of England - 3 £40,000 -
South East +14 1 £45,000 +5.88%
East of England - 1 - -

For the 6 months to 16 January 2018, 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 21 (72.41%) Python
2 13 (44.83%) Amazon AWS
3 12 (41.38%) R
4 9 (31.03%) Analytics
4 9 (31.03%) Analytical Skills
4 9 (31.03%) Data Modelling
4 9 (31.03%) Statistics
5 8 (27.59%) Finance
5 8 (27.59%) Machine Learning
5 8 (27.59%) Fintech
6 7 (24.14%) Actionable Insight
6 7 (24.14%) Apache Spark
6 7 (24.14%) Oracle EBS
6 7 (24.14%) Oracle
6 7 (24.14%) Web Services
6 7 (24.14%) Marketing
6 7 (24.14%) Agile Software Development
7 6 (20.69%) Digital Marketing
7 6 (20.69%) Java
7 6 (20.69%) Customer Analytics
7 6 (20.69%) Hadoop
7 6 (20.69%) Actionable Recommendations
7 6 (20.69%) Global Marketing
8 5 (17.24%) SQL
8 5 (17.24%) Scala
8 5 (17.24%) Google
8 5 (17.24%) Computer Science
8 5 (17.24%) Degree
9 4 (13.79%) Mathematics
9 4 (13.79%) Scrum

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 (24.14%) Apache Spark
2 2 (6.90%) Apache Pig
3 1 (3.45%) Apache
Business Applications
1 7 (24.14%) Oracle EBS
Cloud Services
1 13 (44.83%) Amazon AWS
2 1 (3.45%) Amazon EMR
2 1 (3.45%) Cloud Computing
Database & Business Intelligence
1 6 (20.69%) Hadoop
2 4 (13.79%) HBase
2 4 (13.79%) MongoDB
3 3 (10.34%) Apache Cassandra
3 3 (10.34%) Apache Zeppelin
3 3 (10.34%) Big Data
3 3 (10.34%) Data Mining
3 3 (10.34%) NoSQL
3 3 (10.34%) PostgreSQL
3 3 (10.34%) Text Mining
4 2 (6.90%) Apache Hive
5 1 (3.45%) Couchbase
5 1 (3.45%) Data Lake
5 1 (3.45%) Impala
5 1 (3.45%) Mahout
5 1 (3.45%) MarkLogic
5 1 (3.45%) Qlik Sense
5 1 (3.45%) Redis
5 1 (3.45%) Relational Database
5 1 (3.45%) Sqoop
Development Applications
1 2 (6.90%) Jenkins
2 1 (3.45%) Cucumber
2 1 (3.45%) Git (software)
2 1 (3.45%) PyCharm
2 1 (3.45%) Selenium
2 1 (3.45%) Vagrant
2 1 (3.45%) WebDriver
2 1 (3.45%) Wing IDE
General
1 8 (27.59%) Finance
2 7 (24.14%) Marketing
3 3 (10.34%) Front Office
4 2 (6.90%) Banking
4 2 (6.90%) Investment Banking
4 2 (6.90%) Law
5 1 (3.45%) Pharmaceutical
Job Titles
1 8 (27.59%) Analyst
1 8 (27.59%) Data Analyst
2 7 (24.14%) Data Scientist
3 5 (17.24%) Consultant
3 5 (17.24%) Developer
3 5 (17.24%) Python Developer
4 4 (13.79%) Senior Developer
4 4 (13.79%) Senior Python Developer
5 3 (10.34%) Data Consultant
6 2 (6.90%) QA Engineer
6 2 (6.90%) Senior Data Scientist
7 1 (3.45%) Analytics Consultant
7 1 (3.45%) AWS Engineer
7 1 (3.45%) Data Engineer
7 1 (3.45%) DevOps Engineer
7 1 (3.45%) Digital Analytics Consultant
7 1 (3.45%) Junior Data Scientist
7 1 (3.45%) Process Engineer
7 1 (3.45%) Senior QA Engineer
7 1 (3.45%) Senior QA Tester
Libraries, Frameworks & Software Standards
1 7 (24.14%) Web Services
2 4 (13.79%) Pandas
2 4 (13.79%) scikit-learn
2 4 (13.79%) TensorFlow
3 3 (10.34%) NumPy
3 3 (10.34%) pytest
4 2 (6.90%) Matplotlib
4 2 (6.90%) MLlib
4 2 (6.90%) Natural Language Processing
5 1 (3.45%) AngularJS
5 1 (3.45%) Apache Avro
5 1 (3.45%) CoreNLP
5 1 (3.45%) ggplot2
5 1 (3.45%) GraphX
5 1 (3.45%) Kafka
5 1 (3.45%) Keras
5 1 (3.45%) REST
5 1 (3.45%) RESTful
5 1 (3.45%) Seaborn
5 1 (3.45%) SQLAlchemy
Miscellaneous
1 9 (31.03%) Analytical Skills
2 8 (27.59%) Fintech
3 5 (17.24%) Computer Science
4 3 (10.34%) Algorithms
5 2 (6.90%) Analytical Mindset
6 1 (3.45%) Data Structures
6 1 (3.45%) Social Media
6 1 (3.45%) User Experience
Operating Systems
1 3 (10.34%) Linux
1 3 (10.34%) Unix
Processes & Methodologies
1 9 (31.03%) Analytics
1 9 (31.03%) Data Modelling
1 9 (31.03%) Statistics
2 8 (27.59%) Machine Learning
3 7 (24.14%) Actionable Insight
3 7 (24.14%) Agile Software Development
4 6 (20.69%) Customer Analytics
4 6 (20.69%) Digital Marketing
4 6 (20.69%) Global Marketing
5 4 (13.79%) DevOps
5 4 (13.79%) Mathematics
5 4 (13.79%) Scrum
5 4 (13.79%) Tag Management
6 3 (10.34%) Bayesian Methods
6 3 (10.34%) Linear Regression
6 3 (10.34%) Logistic Regression
6 3 (10.34%) MapReduce
6 3 (10.34%) Market Making
6 3 (10.34%) Neural Network
7 2 (6.90%) Digital Analytics
Programming Languages
1 21 (72.41%) Python
2 12 (41.38%) R
3 6 (20.69%) Java
4 5 (17.24%) Scala
4 5 (17.24%) SQL
5 4 (13.79%) C
5 4 (13.79%) C++
6 1 (3.45%) C#
6 1 (3.45%) HiveQL
6 1 (3.45%) JavaScript
6 1 (3.45%) MATLAB
6 1 (3.45%) Perl
6 1 (3.45%) Ruby
Qualifications
1 5 (17.24%) Degree
2 3 (10.34%) Computer Science Degree
3 2 (6.90%) PhD
4 1 (3.45%) Numerate Degree
Quality Assurance & Compliance
1 6 (20.69%) Actionable Recommendations
2 2 (6.90%) QA
System Software
1 1 (3.45%) Docker
1 1 (3.45%) Virtual Machines
Systems Management
1 2 (6.90%) Oozie
2 1 (3.45%) Hadoop YARN
2 1 (3.45%) Puppet
Vendors
1 7 (24.14%) Oracle
2 5 (17.24%) Google
3 4 (13.79%) Adobe
4 2 (6.90%) Cloudera
5 1 (3.45%) MapR
5 1 (3.45%) Tableau