The table below looks at the statistics for NumPy skills in IT jobs advertised for the South East region. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 4 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Sep 2015
Same period 2014 Same period 2013
NumPy
Rank 437 445 427
Rank change year-on-year
+8 -18
Permanent jobs citing NumPy 2 4 2
As % of all permanent IT jobs located in the South East 0.010% 0.018% 0.010%
As % of the Libraries, Frameworks & Software Standards category 0.026% 0.049% 0.025%
Number of salaries quoted 2 3 0
Average salary £47,500 £47,500 -
UK excluding London average salary £35,000 £47,500 -
% change year-on-year
-26.31% -
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 South East region.

Libraries, Frameworks & Software Standards Category
South East
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
7811 8157 7922
As % of all permanent IT jobs located in the South East 37.53% 36.83% 37.83%
Number of salaries quoted 6784 6954 7043
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £57,500 £55,000 £55,000
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

NumPy
Jobs Demand Trend in the South East

This chart provides a 3-month moving total of permanent IT jobs citing NumPy across the South East region as a proportion of the total demand within the Libraries, Frameworks & Software Standards category.

NumPy Jobs Demand Trend in the South East

NumPy
Salary Trend in the South East

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

NumPy Salary Trend in the South East

NumPy
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing NumPy across the South East region over the 3 months to 4 September 2015.

NumPy Salary Histogram in the South East

NumPy
Job Locations in the South East

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing NumPy within the South East region over the 3 months to 4 September 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Berkshire - 2 £47,500 -
NumPy
England

NumPy
Top 19 Related IT Skills in the South East

For the 6 months to 4 September 2015, IT jobs across the South East region citing NumPy also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited NumPy.

1 2 (100.00%) Python
1 2 (100.00%) PhD
1 2 (100.00%) Computer Science
1 2 (100.00%) Hadoop
1 2 (100.00%) Open Source
1 2 (100.00%) SciPy
1 2 (100.00%) Apache Hive
1 2 (100.00%) R
1 2 (100.00%) MapReduce
1 2 (100.00%) Big Data
1 2 (100.00%) HDFS
1 2 (100.00%) Data Munging
1 2 (100.00%) Pandas
1 2 (100.00%) Apache Spark
1 2 (100.00%) scikit-learn
2 1 (50.00%) Natural Language Processing
2 1 (50.00%) Java
2 1 (50.00%) OOP
2 1 (50.00%) OO

NumPy
Top Related IT Skills in the South East by Category

For the 6 months to 4 September 2015, IT jobs across the South East region citing NumPy also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited NumPy. Up to 20 skills are shown per category.

Application Platforms
1 2 (100.00%) Apache Spark
Database & Business Intelligence
1 2 (100.00%) Hadoop
1 2 (100.00%) Apache Hive
1 2 (100.00%) Big Data
Job Titles
1 2 (100.00%) Data Scientist
2 1 (50.00%) Junior
Libraries, Frameworks & Software Standards
1 2 (100.00%) SciPy
1 2 (100.00%) Pandas
1 2 (100.00%) scikit-learn
2 1 (50.00%) Natural Language Processing
Miscellaneous
1 2 (100.00%) Computer Science
Processes & Methodologies
1 2 (100.00%) Open Source
1 2 (100.00%) MapReduce
1 2 (100.00%) Data Munging
2 1 (50.00%) OOP
2 1 (50.00%) OO
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) R
2 1 (50.00%) Java
Qualifications
1 2 (100.00%) PhD
System Software
1 2 (100.00%) HDFS