The following table provides summary statistics for permanent job vacancies with a requirement for IPython skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited IPython over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

IPython
UK
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 877 911 972
Rank change year-on-year +34 +61  
Permanent jobs citing IPython 6 12 3
As % of all permanent IT jobs advertised in the UK 0.007% 0.012% 0.003%
As % of the Application Platforms category 0.038% 0.065% 0.014%
Number of salaries quoted 5 9 3
Median salary £105,000 £60,000 £72,500
Median salary % change year-on-year +75.00% -17.24%  
UK excluding London median salary - - -

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

Application Platform Skills
UK
Permanent job vacancies with a requirement for application platform skills 15874 18422 21832
As % of all permanent IT job vacancies advertised in the UK 18.05% 18.71% 19.68%
Number of salaries quoted 12882 15668 18101
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £30,000 £28,500 £27,500
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

IPython
Job Vacancy Trend

The job posting trend of jobs advertised citing IPython as a proportion of all permanent or contract IT jobs with a match in the Application Platforms category.

Job vacancy trend for IPython in the UK

IPython
Salary Trend

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

Salary trend for IPython in the UK

IPython
Salary Histogram

The salary distribution of IT jobs citing IPython over the 3 months to 24 June 2017.

Salary histogram for IPython in the UK

IPython
Top 3 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing IPython within the UK over the 3 months to 24 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +46 6 £105,000 +75.00% 2
London +22 6 £105,000 +75.00% 2
City of London +28 3 £75,000 -

For the 6 months to 24 June 2017, IT jobs citing IPython 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 IPython.

1 9 (100.00%) Python
2 7 (77.78%) NumPy
2 7 (77.78%) Pandas
3 6 (66.67%) Degree
4 5 (55.56%) Multithreading
4 5 (55.56%) SciPy
4 5 (55.56%) Greenfield Project
5 4 (44.44%) Multithreaded Programming
5 4 (44.44%) High Availability
5 4 (44.44%) C++
5 4 (44.44%) Unix
6 3 (33.33%) Linux
6 3 (33.33%) Finance
6 3 (33.33%) SQL
6 3 (33.33%) C
6 3 (33.33%) High-Frequency Trading
7 2 (22.22%) scikit-learn
7 2 (22.22%) Jupyter
7 2 (22.22%) Statistics
7 2 (22.22%) Computer Science
7 2 (22.22%) Statistical Modelling
7 2 (22.22%) Analytics
7 2 (22.22%) Data Mining
7 2 (22.22%) Refactoring
7 2 (22.22%) Data Analysis
7 2 (22.22%) TDD
8 1 (11.11%) Agile Software Development
8 1 (11.11%) Pair Programming
8 1 (11.11%) Banking
8 1 (11.11%) Data Security

IPython
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 2 (22.22%) Jupyter
2 1 (11.11%) Apache Spark
2 1 (11.11%) Tornado
Cloud Services
1 1 (11.11%) Amazon AWS
Database & Business Intelligence
1 2 (22.22%) Data Mining
2 1 (11.11%) Amazon Redshift
2 1 (11.11%) Big Data
2 1 (11.11%) Data Warehouse
General
1 3 (33.33%) Finance
2 1 (11.11%) Banking
2 1 (11.11%) Games
2 1 (11.11%) Investment Banking
2 1 (11.11%) Marketing
Job Titles
1 6 (66.67%) Developer
1 6 (66.67%) Python Developer
2 2 (22.22%) Quantitative Developer
3 1 (11.11%) C++ Developer
3 1 (11.11%) Data Scientist
3 1 (11.11%) Project Manager
3 1 (11.11%) Risk Manager
3 1 (11.11%) Risk Project Manager
3 1 (11.11%) Technical Manager
3 1 (11.11%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 7 (77.78%) NumPy
1 7 (77.78%) Pandas
2 5 (55.56%) SciPy
3 2 (22.22%) scikit-learn
4 1 (11.11%) Bokeh
4 1 (11.11%) Boost C++ Libraries
4 1 (11.11%) D3.js
4 1 (11.11%) Flask
4 1 (11.11%) PyMC3
4 1 (11.11%) RESTful
4 1 (11.11%) STL
4 1 (11.11%) TensorFlow
Miscellaneous
1 5 (55.56%) Greenfield Project
2 2 (22.22%) Computer Science
3 1 (11.11%) Algorithms
3 1 (11.11%) Analytical Skills
3 1 (11.11%) Credit Risk
3 1 (11.11%) Data Structures
3 1 (11.11%) Online Games
Operating Systems
1 4 (44.44%) Unix
2 3 (33.33%) Linux
Processes & Methodologies
1 5 (55.56%) Multithreading
2 4 (44.44%) High Availability
2 4 (44.44%) Multithreaded Programming
3 3 (33.33%) High-Frequency Trading
4 2 (22.22%) Analytics
4 2 (22.22%) Data Analysis
4 2 (22.22%) Refactoring
4 2 (22.22%) Statistical Modelling
4 2 (22.22%) Statistics
4 2 (22.22%) TDD
5 1 (11.11%) Data Modelling
5 1 (11.11%) Data Security
5 1 (11.11%) Mathematics
5 1 (11.11%) OO
5 1 (11.11%) Pair Programming
5 1 (11.11%) Physics
5 1 (11.11%) Project Management
5 1 (11.11%) Release Management
5 1 (11.11%) Unit Testing
5 1 (11.11%) Use Case
Programming Languages
1 9 (100.00%) Python
2 4 (44.44%) C++
3 3 (33.33%) C
3 3 (33.33%) SQL
4 1 (11.11%) Java
4 1 (11.11%) Scala
Qualifications
1 6 (66.67%) Degree
2 1 (11.11%) Computer Science Degree
2 1 (11.11%) MBA
2 1 (11.11%) PhD
System Software
1 1 (11.11%) Docker
Vendors
1 1 (11.11%) Tableau
North London
Quant Capital
Salary: Up to £33,000 per annum
Posted: 3 days ago
London
aap3
Salary: £110000.00 per annum
Posted: 10 days ago