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 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
IPython
UK
Rank 854 943 -
Rank change year-on-year +89 -  
Permanent jobs citing IPython 3 5 0
As % of all permanent IT jobs advertised in the UK 0.004% 0.005% -
As % of the Application Platforms category 0.020% 0.026% -
Number of salaries quoted 3 4 0
Median salary £80,000 £57,500 -
Median salary % change year-on-year +39.13% -  
UK excluding London median salary - £60,000 -

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 15035 19448 20799
As % of all permanent IT job vacancies advertised in the UK 17.70% 18.89% 19.68%
Number of salaries quoted 12488 16356 17253
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £28,000 £27,500 £27,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £40,000 £40,000 £40,000

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 March 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 March 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 +97 3 £80,000 +39.13% 3
London +67 3 £80,000 +39.13% 3
City of London +49 2 £75,000 +30.43% 1

IPython
Top 30 Related IT Skills

For the 6 months to 24 March 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 14 (100.00%) Python
1 14 (100.00%) NumPy
2 13 (92.86%) SciPy
3 11 (78.57%) Pandas
4 10 (71.43%) Multithreading
4 10 (71.43%) Degree
5 9 (64.29%) Finance
5 9 (64.29%) Unix
5 9 (64.29%) High Availability
5 9 (64.29%) Multithreaded Programming
6 8 (57.14%) C++
7 7 (50.00%) C
8 6 (42.86%) Linux
9 5 (35.71%) High-Frequency Trading
10 4 (28.57%) Low Latency
11 3 (21.43%) Boost C++ Libraries
11 3 (21.43%) Data Structures
11 3 (21.43%) OO
11 3 (21.43%) SQL
11 3 (21.43%) STL
12 2 (14.29%) TDD
12 2 (14.29%) Automated Testing
12 2 (14.29%) Front Office
12 2 (14.29%) Hedge funds
12 2 (14.29%) Unit Testing
13 1 (7.14%) Parallel Computing
13 1 (7.14%) Relational Database
13 1 (7.14%) Analytical Skills
13 1 (7.14%) Algorithms
13 1 (7.14%) Market Making

IPython
Top Related 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:

Database & Business Intelligence
1 1 (7.14%) Relational Database
General
1 9 (64.29%) Finance
2 2 (14.29%) Front Office
Job Titles
1 14 (100.00%) Developer
1 14 (100.00%) Python Developer
2 3 (21.43%) Quantitative Developer
3 1 (7.14%) Algorithmic Trading Developer
Libraries, Frameworks & Software Standards
1 14 (100.00%) NumPy
2 13 (92.86%) SciPy
3 11 (78.57%) Pandas
4 3 (21.43%) Boost C++ Libraries
4 3 (21.43%) STL
Miscellaneous
1 3 (21.43%) Data Structures
2 2 (14.29%) Hedge funds
3 1 (7.14%) Algorithms
3 1 (7.14%) Analytical Skills
Operating Systems
1 9 (64.29%) Unix
2 6 (42.86%) Linux
Processes & Methodologies
1 10 (71.43%) Multithreading
2 9 (64.29%) High Availability
2 9 (64.29%) Multithreaded Programming
3 5 (35.71%) High-Frequency Trading
4 4 (28.57%) Low Latency
5 3 (21.43%) OO
6 2 (14.29%) Automated Testing
6 2 (14.29%) TDD
6 2 (14.29%) Unit Testing
7 1 (7.14%) Algorithmic Trading
7 1 (7.14%) Market Making
7 1 (7.14%) Mathematics
7 1 (7.14%) OOD
7 1 (7.14%) Parallel Computing
7 1 (7.14%) Proprietary Trading
7 1 (7.14%) Systematic Trading
Programming Languages
1 14 (100.00%) Python
2 8 (57.14%) C++
3 7 (50.00%) C
4 3 (21.43%) SQL
5 1 (7.14%) Erlang
5 1 (7.14%) Haskell
Qualifications
1 10 (71.43%) Degree
London
TEKsystems
Salary: £90000 - £120000 per annum + Bonus and Benefits
Posted: 6 days ago
City, London
TEKsystems
Salary: £75000 - £140000 per annum + bonus and pension
Posted: 6 days ago
London
Energize Recruitment Solutions Ltd
Salary: £40000 - £75000 per annum
Posted: 11 days ago