Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

SciPy
England > South East
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 551 597 633
Rank change year-on-year +46 +36 -
Permanent jobs citing SciPy 4 1 11
As % of all permanent IT jobs advertised in the South East 0.013% 0.003% 0.026%
As % of the Libraries, Frameworks & Software Standards category 0.031% 0.007% 0.068%
Number of salaries quoted 3 1 11
South East median annual salary £45,000 £60,000 £72,500
Median salary % change year-on-year -25.00% -17.24% -
10th Percentile £40,000 £55,000 £55,000
90th Percentile £50,000 £65,000 £82,500
England median annual salary £71,250 £92,500 £72,500
% change year-on-year -22.97% +27.59% +20.83%

SciPy is in the Software Libraries and Frameworks category. The following 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 technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
South East
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 12972 13502 16249
As % of all permanent IT jobs advertised in the South East 42.15% 38.36% 38.47%
Number of salaries quoted 11277 11886 14061
South East median annual salary £45,000 £45,000 £43,500
Median salary % change year-on-year - +3.45% +8.75%
10th Percentile £28,250 £28,500 £27,500
90th Percentile £67,500 £65,000 £63,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

SciPy
Job Vacancy Trend in the South East

Job postings citing SciPy as a percentage of all IT jobs advertised in the South East.

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
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 6 months to 22 November 2017. 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
Surrey - 3 £45,000 -
Thames Valley +34 1 - - 2
Berkshire - 1 - - 1
SciPy
England

For the 6 months to 22 November 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%) Python
1 4 (100.00%) NumPy
2 3 (75.00%) MongoDB
2 3 (75.00%) Django
2 3 (75.00%) Qt
2 3 (75.00%) RESTful
2 3 (75.00%) SOA
2 3 (75.00%) PostgreSQL
2 3 (75.00%) SQL
2 3 (75.00%) Low Latency
2 3 (75.00%) Ultra-Low Latency
2 3 (75.00%) Flask
2 3 (75.00%) Microservices
2 3 (75.00%) Fintech
3 2 (50.00%) Pandas
4 1 (25.00%) Linux
4 1 (25.00%) C
4 1 (25.00%) C++
4 1 (25.00%) TDD
4 1 (25.00%) Retail
4 1 (25.00%) Machine Learning

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:

Database & Business Intelligence
1 3 (75.00%) MongoDB
1 3 (75.00%) PostgreSQL
General
1 1 (25.00%) Retail
Job Titles
1 3 (75.00%) Developer
1 3 (75.00%) Django Developer
1 3 (75.00%) Python Developer
1 3 (75.00%) Python/Django Developer
Libraries, Frameworks & Software Standards
1 4 (100.00%) NumPy
2 3 (75.00%) Django
2 3 (75.00%) Flask
2 3 (75.00%) Qt
2 3 (75.00%) RESTful
3 2 (50.00%) Pandas
Miscellaneous
1 3 (75.00%) Fintech
Operating Systems
1 1 (25.00%) Linux
Processes & Methodologies
1 3 (75.00%) Low Latency
1 3 (75.00%) Microservices
1 3 (75.00%) SOA
1 3 (75.00%) Ultra-Low Latency
2 1 (25.00%) Machine Learning
2 1 (25.00%) TDD
Programming Languages
1 4 (100.00%) Python
2 3 (75.00%) SQL
3 1 (25.00%) C
3 1 (25.00%) C++