Period
to 18 December 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for IPython skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited IPython over the 6 months to 18 December 2018 with a comparison to the same period in the previous 2 years.

IPython
England > London
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 790 833 827
Rank change year-on-year +43 -6 +84
Permanent jobs citing IPython 2 11 23
As % of all permanent IT jobs advertised in London 0.003% 0.015% 0.031%
As % of the Application Platforms category 0.017% 0.080% 0.17%
Number of salaries quoted 2 11 19
London median annual salary £85,000 £55,000 £95,000
Median salary % change year-on-year +54.55% -42.11% +153.33%
10th Percentile £72,500 £47,500 £57,500
90th Percentile £101,500 £105,000 £135,500
England median annual salary £66,250 £55,000 £95,000
% change year-on-year +20.45% -42.11% +153.33%

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

All Application Platform Skills
London
Permanent vacancies with a requirement for application platform skills 11,487 13,789 13,758
As % of all permanent IT jobs advertised in London 17.32% 18.68% 18.68%
Number of salaries quoted 9,273 11,200 11,820
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £32,500 £33,000 £32,000
90th Percentile £93,750 £87,500 £85,000
England median annual salary £50,000 £47,500 £46,500
% change year-on-year +5.26% +2.15% +3.33%

IPython
Job Vacancy Trend in London

Job postings citing IPython as a percentage of all IT jobs advertised in London.

Job vacancy trend for IPython in London

IPython
Salary Trend in London

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

Salary trend for IPython in London

IPython
Salary Histogram in London

The salary distribution of IT jobs citing IPython in London over the 6 months to 18 December 2018.

Salary histogram for IPython in London

IPython
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing IPython within the London region over the 6 months to 18 December 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
Central London - 2 £85,000 - 1
IPython
England

For the 6 months to 18 December 2018, IT jobs citing IPython also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for IPython.

1 2 (100.00%) Python
1 2 (100.00%) NumPy
1 2 (100.00%) Pandas
1 2 (100.00%) SQL
2 1 (50.00%) Linux
2 1 (50.00%) OO
2 1 (50.00%) C
2 1 (50.00%) C++
2 1 (50.00%) Analytical Skills
2 1 (50.00%) Data Structures
2 1 (50.00%) Algorithms
2 1 (50.00%) scikit-learn
2 1 (50.00%) TensorFlow
2 1 (50.00%) Theano
2 1 (50.00%) Automated Trading
2 1 (50.00%) Data Science
2 1 (50.00%) Backtesting
2 1 (50.00%) R
2 1 (50.00%) Matplotlib
2 1 (50.00%) Machine Learning
2 1 (50.00%) Cython
2 1 (50.00%) Elasticsearch
2 1 (50.00%) Docker
2 1 (50.00%) Flask
2 1 (50.00%) DevOps
2 1 (50.00%) PhD
2 1 (50.00%) Client/Server
2 1 (50.00%) Data Modelling
2 1 (50.00%) OOD
2 1 (50.00%) MATLAB

IPython
Co-occurring IT Skills in London 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 1 (50.00%) Elasticsearch
General
1 1 (50.00%) Finance
Job Titles
1 1 (50.00%) Data Scientist
1 1 (50.00%) Developer
1 1 (50.00%) Python Developer
1 1 (50.00%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 2 (100.00%) NumPy
1 2 (100.00%) Pandas
2 1 (50.00%) Flask
2 1 (50.00%) Matplotlib
2 1 (50.00%) scikit-learn
2 1 (50.00%) TensorFlow
2 1 (50.00%) Theano
Miscellaneous
1 1 (50.00%) Algorithms
1 1 (50.00%) Analytical Skills
1 1 (50.00%) Client/Server
1 1 (50.00%) Data Structures
1 1 (50.00%) Hedge funds
Operating Systems
1 1 (50.00%) Linux
Processes & Methodologies
1 1 (50.00%) Automated Trading
1 1 (50.00%) Backtesting
1 1 (50.00%) Data Modelling
1 1 (50.00%) Data Science
1 1 (50.00%) DevOps
1 1 (50.00%) Machine Learning
1 1 (50.00%) Mathematics
1 1 (50.00%) OO
1 1 (50.00%) OOD
1 1 (50.00%) Statistics
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) SQL
2 1 (50.00%) C
2 1 (50.00%) C++
2 1 (50.00%) Cython
2 1 (50.00%) MATLAB
2 1 (50.00%) R
2 1 (50.00%) Scala
Qualifications
1 1 (50.00%) PhD
System Software
1 1 (50.00%) Docker