Period
to 17 November 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Jupyter
UK
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 1177 1202 -
Rank change year-on-year +25 - -
Permanent jobs citing Jupyter 26 22 0
As % of all permanent IT jobs advertised in the UK 0.014% 0.012% -
As % of the Application Platforms category 0.082% 0.063% -
Number of salaries quoted 23 17 0
UK median annual salary £50,000 £42,500 -
Median salary % change year-on-year +17.65% - -
UK excluding London median annual salary £42,500 £40,000 -
% change year-on-year +6.25% - -

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 31568 34757 41364
As % of all permanent IT jobs advertised in the UK 17.52% 18.28% 18.86%
Number of salaries quoted 25508 29350 34440
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 £77,500 £75,000 £72,500
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 17 November 2017.

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 17 November 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 +64 25 £50,000 +17.65% 4
London +27 22 £52,500 -16.00% 3
UK excluding London +33 4 £42,500 +6.25% 1
South East +37 1 £45,000 +5.88% 1
North of England - 1 £40,000 -
North West - 1 £40,000 -
Scotland - 1 - -
East of England - 1 - -

For the 6 months to 17 November 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 23 (88.46%) Python
2 17 (65.38%) Amazon AWS
3 15 (57.69%) Analytics
4 12 (46.15%) R
5 10 (38.46%) Analytical Skills
5 10 (38.46%) Web Services
5 10 (38.46%) Marketing
5 10 (38.46%) Actionable Insight
6 8 (30.77%) Actionable Recommendations
6 8 (30.77%) Global Marketing
6 8 (30.77%) Degree
6 8 (30.77%) Google
6 8 (30.77%) Customer Analytics
6 8 (30.77%) Digital Marketing
7 7 (26.92%) Machine Learning
7 7 (26.92%) Apache Spark
7 7 (26.92%) Statistics
7 7 (26.92%) Computer Science
7 7 (26.92%) Finance
8 6 (23.08%) Adobe
8 6 (23.08%) Agile Software Development
8 6 (23.08%) DevOps
8 6 (23.08%) Tag Management
9 5 (19.23%) scikit-learn
9 5 (19.23%) Pandas
9 5 (19.23%) Big Data
9 5 (19.23%) Scala
9 5 (19.23%) SQL
9 5 (19.23%) C
9 5 (19.23%) C++

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 (26.92%) Apache Spark
2 2 (7.69%) Apache
2 2 (7.69%) Apache Pig
3 1 (3.85%) IPython
Business Applications
1 1 (3.85%) Oracle EBS
Cloud Services
1 17 (65.38%) Amazon AWS
2 2 (7.69%) Amazon EMR
2 2 (7.69%) Amazon S3
3 1 (3.85%) Cloud Computing
3 1 (3.85%) Google Cloud Platform
Database & Business Intelligence
1 5 (19.23%) Big Data
2 4 (15.38%) Hadoop
3 3 (11.54%) Amazon Redshift
3 3 (11.54%) MongoDB
4 2 (7.69%) Apache Hive
4 2 (7.69%) Data Lake
4 2 (7.69%) Data Mining
4 2 (7.69%) HBase
4 2 (7.69%) PostgreSQL
5 1 (3.85%) Apache Cassandra
5 1 (3.85%) Apache Kudu
5 1 (3.85%) Apache Zeppelin
5 1 (3.85%) Data Warehouse
5 1 (3.85%) Flink
5 1 (3.85%) NoSQL
5 1 (3.85%) Parquet
5 1 (3.85%) Power BI
5 1 (3.85%) Qlik Sense
5 1 (3.85%) Redis
5 1 (3.85%) Text Mining
Development Applications
1 3 (11.54%) Jenkins
2 1 (3.85%) Cucumber
2 1 (3.85%) Git (software)
2 1 (3.85%) PyCharm
2 1 (3.85%) Selenium
2 1 (3.85%) Vagrant
2 1 (3.85%) WebDriver
2 1 (3.85%) Wing IDE
General
1 10 (38.46%) Marketing
2 7 (26.92%) Finance
3 4 (15.38%) Front Office
4 2 (7.69%) Games
5 1 (3.85%) Pharmaceutical
Job Titles
1 7 (26.92%) Consultant
2 6 (23.08%) Developer
2 6 (23.08%) Python Developer
3 5 (19.23%) Data Scientist
3 5 (19.23%) Senior Developer
3 5 (19.23%) Senior Python Developer
4 4 (15.38%) Data Consultant
5 2 (7.69%) Analyst
5 2 (7.69%) Analytics Consultant
5 2 (7.69%) Data Analyst
5 2 (7.69%) DevOps Engineer
5 2 (7.69%) Digital Analytics Consultant
5 2 (7.69%) QA Engineer
6 1 (3.85%) Agile Tester
6 1 (3.85%) AWS Engineer
6 1 (3.85%) Data Engineer
6 1 (3.85%) Junior Data Scientist
6 1 (3.85%) Senior Agile Tester
6 1 (3.85%) Senior Consultant
6 1 (3.85%) Tester
Libraries, Frameworks & Software Standards
1 10 (38.46%) Web Services
2 5 (19.23%) Pandas
2 5 (19.23%) scikit-learn
3 4 (15.38%) TensorFlow
4 3 (11.54%) Bokeh
4 3 (11.54%) D3.js
4 3 (11.54%) PyMC3
4 3 (11.54%) pytest
5 2 (7.69%) Natural Language Processing
5 2 (7.69%) NumPy
6 1 (3.85%) Apache Avro
6 1 (3.85%) CoreNLP
6 1 (3.85%) ggplot2
6 1 (3.85%) Kafka
6 1 (3.85%) Keras
6 1 (3.85%) Matplotlib
6 1 (3.85%) MLlib
6 1 (3.85%) REST
6 1 (3.85%) RESTful
6 1 (3.85%) SQLAlchemy
Miscellaneous
1 10 (38.46%) Analytical Skills
2 7 (26.92%) Computer Science
3 4 (15.38%) Algorithms
4 2 (7.69%) Fintech
5 1 (3.85%) Data Structures
5 1 (3.85%) Online Games
5 1 (3.85%) Social Gaming
5 1 (3.85%) Social Media
5 1 (3.85%) User Experience
Operating Systems
1 4 (15.38%) Linux
1 4 (15.38%) Unix
Processes & Methodologies
1 15 (57.69%) Analytics
2 10 (38.46%) Actionable Insight
3 8 (30.77%) Customer Analytics
3 8 (30.77%) Digital Marketing
3 8 (30.77%) Global Marketing
4 7 (26.92%) Machine Learning
4 7 (26.92%) Statistics
5 6 (23.08%) Agile Software Development
5 6 (23.08%) DevOps
5 6 (23.08%) Tag Management
6 4 (15.38%) Market Making
6 4 (15.38%) Mathematics
7 3 (11.54%) Digital Analytics
7 3 (11.54%) TDD
8 2 (7.69%) Data Engineering
8 2 (7.69%) Manual Testing
8 2 (7.69%) Physics
8 2 (7.69%) Product Management
8 2 (7.69%) Scrum
8 2 (7.69%) Test Automation
Programming Languages
1 23 (88.46%) Python
2 12 (46.15%) R
3 5 (19.23%) C
3 5 (19.23%) C++
3 5 (19.23%) Scala
3 5 (19.23%) SQL
4 3 (11.54%) Java
5 2 (7.69%) Ruby
6 1 (3.85%) HiveQL
6 1 (3.85%) MATLAB
6 1 (3.85%) Perl
Qualifications
1 8 (30.77%) Degree
2 4 (15.38%) Computer Science Degree
3 3 (11.54%) PhD
4 1 (3.85%) MBA
4 1 (3.85%) Numerate Degree
Quality Assurance & Compliance
1 8 (30.77%) Actionable Recommendations
2 2 (7.69%) QA
System Software
1 2 (7.69%) Docker
2 1 (3.85%) Virtual Machines
Systems Management
1 2 (7.69%) Puppet
2 1 (3.85%) Hadoop YARN
Vendors
1 8 (30.77%) Google
2 6 (23.08%) Adobe
3 4 (15.38%) Tableau
4 1 (3.85%) Oracle