The table below looks at the statistics for NumPy skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited NumPy over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
NumPy
Rank 240 - 285
Rank change year-on-year
- 0
Permanent jobs citing NumPy 6 0 3
As % of all permanent IT jobs located in the East of England 0.092% - 0.036%
As % of the Libraries, Frameworks & Software Standards category 0.24% - 0.086%
Number of salaries quoted 6 0 2
Median salary £45,000 - £32,500
UK excluding London median salary £45,000 £29,000 £37,500
% change year-on-year
+55.17% -22.66%
NumPy
England

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the East of England region.

Libraries, Frameworks & Software Standards Category
East of England
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
2455 2942 3499
As % of all permanent IT jobs located in the East of England 37.50% 39.60% 41.54%
Number of salaries quoted 2151 2513 3029
Median salary £45,000 £42,500 £40,500
Median salary % change year-on-year
+5.88% +4.93%
90% offered a salary of more than £30,000 £28,500 £29,500
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

NumPy
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England region citing NumPy as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

NumPy Jobs Demand Trend in the East of England

NumPy
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NumPy across the East of England region.

NumPy Salary Trend in the East of England

NumPy
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NumPy within the East of England region over the 3 months to 25 May 2016. 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
(Click see detailed
statistics and trends)
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
Cambridgeshire - 5 £45,000 -
Essex - 1 £45,000 -
NumPy
England

NumPy
Top 29 Related IT Skills in the East of England

For the 6 months to 25 May 2016, IT jobs citing NumPy 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 East of England region with a requirement for NumPy.

1 7 (100.00%) Degree
1 7 (100.00%) SciPy
2 6 (85.71%) Biology
2 6 (85.71%) Data Security
2 6 (85.71%) HTML
2 6 (85.71%) JavaScript
2 6 (85.71%) Web Services
2 6 (85.71%) Linux
2 6 (85.71%) Python
2 6 (85.71%) Agile Software Development
2 6 (85.71%) Bioinformatics
2 6 (85.71%) Software Engineering
2 6 (85.71%) ISO/IEC 27001
2 6 (85.71%) Unit Testing
2 6 (85.71%) Git (software)
2 6 (85.71%) DevOps
2 6 (85.71%) Pandas
3 1 (14.29%) Algorithms
3 1 (14.29%) scikit-learn
3 1 (14.29%) Theano
3 1 (14.29%) Anomaly Detection
3 1 (14.29%) PhD
3 1 (14.29%) MATLAB
3 1 (14.29%) Validation
3 1 (14.29%) Computer Science
3 1 (14.29%) R
3 1 (14.29%) Machine Learning
3 1 (14.29%) CloudStack
3 1 (14.29%) OpenCV

NumPy
Top Related IT Skills in the East of England 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 (14.29%) CloudStack
Development Applications
1 6 (85.71%) Git (software)
Job Titles
1 6 (85.71%) Senior Software Engineer
1 6 (85.71%) Software Engineer
Libraries, Frameworks & Software Standards
1 7 (100.00%) SciPy
2 6 (85.71%) HTML
2 6 (85.71%) Pandas
2 6 (85.71%) Web Services
3 1 (14.29%) OpenCV
3 1 (14.29%) scikit-learn
3 1 (14.29%) Theano
Miscellaneous
1 6 (85.71%) Biology
2 1 (14.29%) Algorithms
2 1 (14.29%) Computer Science
Operating Systems
1 6 (85.71%) Linux
Processes & Methodologies
1 6 (85.71%) Agile Software Development
1 6 (85.71%) Bioinformatics
1 6 (85.71%) Data Security
1 6 (85.71%) DevOps
1 6 (85.71%) Software Engineering
1 6 (85.71%) Unit Testing
2 1 (14.29%) Anomaly Detection
2 1 (14.29%) Machine Learning
2 1 (14.29%) Validation
Programming Languages
1 6 (85.71%) JavaScript
1 6 (85.71%) Python
2 1 (14.29%) MATLAB
2 1 (14.29%) R
Qualifications
1 7 (100.00%) Degree
2 1 (14.29%) PhD
Quality Assurance & Compliance
1 6 (85.71%) ISO/IEC 27001