Period
to 17 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Hampshire 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 17 August 2018 with a comparison to the same period in the previous 2 years.

IPython
South East > Hampshire
6 months to
17 Aug 2018
Same period 2017 Same period 2016
Rank 262 - -
Rank change year-on-year - - -
Permanent jobs citing IPython 1 0 0
As % of all permanent IT jobs advertised in Hampshire 0.015% - -
As % of the Application Platforms category 0.095% - -
Number of salaries quoted 1 0 0
Hampshire median annual salary £53,500 - -
South East median annual salary £65,000 - -

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 Hampshire with a requirement for application platform skills.

All Application Platform Skills
Hampshire
Permanent vacancies with a requirement for application platform skills 1,048 1,097 1,385
As % of all permanent IT jobs advertised in Hampshire 16.16% 18.70% 20.09%
Number of salaries quoted 864 978 1,275
Hampshire median annual salary £45,000 £40,000 £38,000
Median salary % change year-on-year +12.50% +5.26% -5.00%
10th Percentile £26,250 £22,750 £25,250
90th Percentile £70,000 £67,500 £57,500
South East median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -

IPython
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing IPython within the Hampshire region over the 6 months to 17 August 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
Southampton - 1 £53,500 -
IPython
South East

For the 6 months to 17 August 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 Hampshire region with a requirement for IPython.

1 1 (100.00%) Unix
1 1 (100.00%) Python
1 1 (100.00%) Data Analysis
1 1 (100.00%) Statistics
1 1 (100.00%) Git (software)
1 1 (100.00%) Visualisation
1 1 (100.00%) NumPy
1 1 (100.00%) Data Visualisation
1 1 (100.00%) Matplotlib
1 1 (100.00%) Machine Learning
1 1 (100.00%) D3.js
1 1 (100.00%) Big Data
1 1 (100.00%) Statistical Modelling
1 1 (100.00%) Data Analytics
1 1 (100.00%) Analytics
1 1 (100.00%) Pandas
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Algorithms
1 1 (100.00%) Jupyter
1 1 (100.00%) Spatial Analysis
1 1 (100.00%) Bokeh
1 1 (100.00%) Analytical Thinking

IPython
Co-occurring IT Skills in Hampshire 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 (100.00%) Jupyter
Database & Business Intelligence
1 1 (100.00%) Big Data
Development Applications
1 1 (100.00%) Git (software)
Job Titles
1 1 (100.00%) Analyst
1 1 (100.00%) Data Analyst
1 1 (100.00%) Research Analyst
Libraries, Frameworks & Software Standards
1 1 (100.00%) Bokeh
1 1 (100.00%) D3.js
1 1 (100.00%) Matplotlib
1 1 (100.00%) NumPy
1 1 (100.00%) Pandas
Miscellaneous
1 1 (100.00%) Algorithms
1 1 (100.00%) Analytical Skills
Operating Systems
1 1 (100.00%) Unix
Processes & Methodologies
1 1 (100.00%) Analytical Thinking
1 1 (100.00%) Analytics
1 1 (100.00%) Data Analysis
1 1 (100.00%) Data Analytics
1 1 (100.00%) Data Visualisation
1 1 (100.00%) Machine Learning
1 1 (100.00%) Spatial Analysis
1 1 (100.00%) Statistical Modelling
1 1 (100.00%) Statistics
1 1 (100.00%) Visualisation
Programming Languages
1 1 (100.00%) Python