The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for SciPy skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SciPy over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

SciPy
England / South East
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 377 439 -
Rank change year-on-year +62 -  
Permanent jobs citing SciPy 3 3 0
As % of all permanent IT jobs advertised in the South East 0.020% 0.016% -
As % of the Libraries, Frameworks & Software Standards category 0.050% 0.041% -
Number of salaries quoted 3 0 0
Median salary £37,500 - -
UK excluding London median salary £43,750 £45,000 £29,000
% change year-on-year -2.77% +55.17%  

SciPy is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
South East
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 5988 7300 7806
As % of all permanent IT job vacancies advertised in the South East 40.73% 40.05% 36.60%
Number of salaries quoted 5227 6534 6732
Median salary £43,750 £42,500 £42,500
Median salary % change year-on-year +2.94% -  
90% offered a salary of more than £30,500 £30,000 £30,000
10% offered a salary of more than £60,000 £60,000 £57,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

SciPy
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East citing SciPy as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for SciPy in the South East

SciPy
Salary Trend in the South East

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

Salary trend for SciPy in the South East

SciPy
Salary Histogram in the South East

The salary distribution of IT jobs citing SciPy in the South East over the 3 months to 26 June 2017.

Salary histogram for SciPy in the South East

SciPy
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SciPy within the South East region over the 3 months to 26 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
Hampshire - 2 £32,500 -
Surrey - 1 £45,000 -
SciPy
England

For the 6 months to 26 June 2017, IT jobs citing SciPy also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South East region with a requirement for SciPy.

1 4 (100.00%) SQL
1 4 (100.00%) Python
1 4 (100.00%) Machine Learning
2 3 (75.00%) Big Data
2 3 (75.00%) Django
2 3 (75.00%) NumPy
2 3 (75.00%) Data Analysis
2 3 (75.00%) Statistical Analysis
2 3 (75.00%) Statistics
2 3 (75.00%) Pandas
3 2 (50.00%) Algorithms
3 2 (50.00%) Agile Software Development
3 2 (50.00%) TDD
3 2 (50.00%) Business Intelligence
3 2 (50.00%) Visualisation
3 2 (50.00%) Open Source
3 2 (50.00%) Predictive Modelling
3 2 (50.00%) Ajax
3 2 (50.00%) MapReduce
4 1 (25.00%) Data Analytics
4 1 (25.00%) Analytics
4 1 (25.00%) Low Latency
4 1 (25.00%) Ultra-Low Latency
4 1 (25.00%) Flask
4 1 (25.00%) Qt
4 1 (25.00%) RESTful
4 1 (25.00%) MongoDB
4 1 (25.00%) R
4 1 (25.00%) MATLAB
4 1 (25.00%) PostgreSQL

SciPy
Co-occurring IT Skills in the South East 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 (25.00%) SAS
Database & Business Intelligence
1 3 (75.00%) Big Data
2 1 (25.00%) Data Mining
2 1 (25.00%) MongoDB
2 1 (25.00%) PostgreSQL
General
1 1 (25.00%) Retail
Job Titles
1 3 (75.00%) Data Scientist
2 1 (25.00%) Analyst
2 1 (25.00%) Data Analyst
2 1 (25.00%) Developer
2 1 (25.00%) Django Developer
2 1 (25.00%) Python Developer
2 1 (25.00%) Python/Django Developer
Libraries, Frameworks & Software Standards
1 3 (75.00%) Django
1 3 (75.00%) NumPy
1 3 (75.00%) Pandas
2 2 (50.00%) Ajax
3 1 (25.00%) Flask
3 1 (25.00%) Qt
3 1 (25.00%) RESTful
Miscellaneous
1 2 (50.00%) Algorithms
2 1 (25.00%) Fintech
Processes & Methodologies
1 4 (100.00%) Machine Learning
2 3 (75.00%) Data Analysis
2 3 (75.00%) Statistical Analysis
2 3 (75.00%) Statistics
3 2 (50.00%) Agile Software Development
3 2 (50.00%) Business Intelligence
3 2 (50.00%) MapReduce
3 2 (50.00%) Open Source
3 2 (50.00%) Predictive Modelling
3 2 (50.00%) TDD
3 2 (50.00%) Visualisation
4 1 (25.00%) Analytics
4 1 (25.00%) Data Analytics
4 1 (25.00%) Linear Algebra
4 1 (25.00%) Low Latency
4 1 (25.00%) Mathematics
4 1 (25.00%) Microservices
4 1 (25.00%) Operations Research
4 1 (25.00%) SOA
4 1 (25.00%) Ultra-Low Latency
Programming Languages
1 4 (100.00%) Python
1 4 (100.00%) SQL
2 1 (25.00%) MATLAB
2 1 (25.00%) R
Qualifications
1 1 (25.00%) Degree
1 1 (25.00%) Numerate Degree