Period
to 22 July 2019

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 22 July 2019 with a comparison to the same period in the previous 2 years.

IPython
England > London
6 months to
22 Jul 2019
Same period 2018 Same period 2017
Rank 732 846 848
Rank change year-on-year +114 +2 +39
Permanent jobs citing IPython 9 5 7
As % of all permanent IT jobs advertised in London 0.016% 0.007% 0.009%
As % of the Application Platforms category 0.097% 0.040% 0.050%
Number of salaries quoted 0 4 6
London median annual salary - £107,500 £90,000
Median salary % change year-on-year - +19.44% +50.00%
England median annual salary - £67,500 £90,000
% change year-on-year - -25.00% +50.00%

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 9,237 12,485 14,055
As % of all permanent IT jobs advertised in London 16.02% 17.67% 19.03%
Number of salaries quoted 7,512 9,961 11,313
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £33,750 £33,750 £32,500
90th Percentile £95,000 £91,250 £86,250
England median annual salary £51,500 £50,000 £47,500
% change year-on-year +3.00% +5.26% +5.56%

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

For the 6 months to 22 July 2019, 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 9 (100.00%) SQL
1 9 (100.00%) Python
1 9 (100.00%) Data Modelling
1 9 (100.00%) Business Intelligence
1 9 (100.00%) MicroStrategy
1 9 (100.00%) Law
1 9 (100.00%) Billing
1 9 (100.00%) Subversion
1 9 (100.00%) Marketing
1 9 (100.00%) Product Marketing
1 9 (100.00%) Git (software)
1 9 (100.00%) Hadoop
1 9 (100.00%) Visualisation
1 9 (100.00%) Predictive Modelling
1 9 (100.00%) Social Media
1 9 (100.00%) Apache Hive
1 9 (100.00%) R
1 9 (100.00%) Matplotlib
1 9 (100.00%) Natural Language Processing
1 9 (100.00%) Machine Learning
1 9 (100.00%) D3.js
1 9 (100.00%) Big Data
1 9 (100.00%) Performance Tuning
1 9 (100.00%) EXASOL
1 9 (100.00%) Data Munging
1 9 (100.00%) Pandas
1 9 (100.00%) Analytical Skills
1 9 (100.00%) Apache Spark
1 9 (100.00%) scikit-learn
1 9 (100.00%) Jupyter

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 9 (100.00%) Apache Spark
1 9 (100.00%) Jupyter
Database & Business Intelligence
1 9 (100.00%) Apache Hive
1 9 (100.00%) Big Data
1 9 (100.00%) Hadoop
Development Applications
1 9 (100.00%) Git (software)
1 9 (100.00%) Subversion
General
1 9 (100.00%) Billing
1 9 (100.00%) Law
1 9 (100.00%) Marketing
Job Titles
1 9 (100.00%) Analyst
1 9 (100.00%) Data Analyst
Libraries, Frameworks & Software Standards
1 9 (100.00%) D3.js
1 9 (100.00%) ggplot
1 9 (100.00%) Matplotlib
1 9 (100.00%) Natural Language Processing
1 9 (100.00%) Pandas
1 9 (100.00%) scikit-learn
1 9 (100.00%) Seaborn
Miscellaneous
1 9 (100.00%) Analytical Skills
1 9 (100.00%) Social Media
Processes & Methodologies
1 9 (100.00%) A/B Testing
1 9 (100.00%) Actionable Insight
1 9 (100.00%) Business Intelligence
1 9 (100.00%) Data Modelling
1 9 (100.00%) Data Munging
1 9 (100.00%) Data Science
1 9 (100.00%) Machine Learning
1 9 (100.00%) Performance Tuning
1 9 (100.00%) Predictive Modelling
1 9 (100.00%) Product Marketing
1 9 (100.00%) Sentiment Analysis
1 9 (100.00%) Visualisation
Programming Languages
1 9 (100.00%) Python
1 9 (100.00%) R
1 9 (100.00%) SQL
Vendors
1 9 (100.00%) EXASOL
1 9 (100.00%) MicroStrategy