The table below looks at the statistics for NumPy skills in IT jobs advertised for the North West region. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
NumPy
Rank 243 - 242
Rank change year-on-year
- 0
Permanent jobs citing NumPy 1 0 1
As % of all permanent IT jobs located in the North West 0.018% - 0.015%
As % of the Libraries, Frameworks & Software Standards category 0.047% - 0.031%
Number of salaries quoted 1 0 1
Average salary £45,000 - £35,000
UK excluding London average salary £52,500 £51,250 £30,500
% change year-on-year
+2.43% +68.03%
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 North West region.

Libraries, Frameworks & Software Standards Category
North West
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
2113 2810 3249
As % of all permanent IT jobs located in the North West 37.09% 40.67% 49.62%
Number of salaries quoted 1839 2483 2897
Average salary £40,000 £37,500 £37,500
Average salary % change year-on-year
+6.66% -
90% offered a salary of more than £30,000 £25,000 £27,500
10% offered a salary of more than £55,000 £50,000 £52,000
UK excluding London average salary £42,500 £40,000 £38,500
% change year-on-year
+6.25% +3.89%

NumPy
Jobs Demand Trend in the North West

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

NumPy Jobs Demand Trend in the North West

NumPy
Salary Trend in the North West

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

NumPy Salary Trend in the North West

NumPy
Job Locations in the North West

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing NumPy within the North West region over the 3 months to 5 February 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
(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
Manchester - 1 £45,000 -
NumPy
England

NumPy
Top 30 Related IT Skills in the North West

For the 6 months to 5 February 2016, IT jobs across the North West 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 1 (100.00%) C
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) PhD
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Mining
1 1 (100.00%) Advertising
1 1 (100.00%) Games
1 1 (100.00%) Retail
1 1 (100.00%) Text Mining
1 1 (100.00%) Data Analysis
1 1 (100.00%) Bioinformatics
1 1 (100.00%) Degree
1 1 (100.00%) Mathematics
1 1 (100.00%) Physics
1 1 (100.00%) Computer Science
1 1 (100.00%) Product Management
1 1 (100.00%) Scala
1 1 (100.00%) Visualisation
1 1 (100.00%) Predictive Modelling
1 1 (100.00%) Social Media
1 1 (100.00%) Natural Language Processing
1 1 (100.00%) Machine Learning
1 1 (100.00%) Big Data
1 1 (100.00%) Data Analytics
1 1 (100.00%) Analytics
1 1 (100.00%) Customer Segmentation
1 1 (100.00%) Anomaly Detection
1 1 (100.00%) Algorithms
1 1 (100.00%) Data Engineering

NumPy
Top Related IT Skills in the North West by Category

For the 6 months to 5 February 2016, IT jobs across the North West 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.

Database & Business Intelligence
1 1 (100.00%) Big Data
1 1 (100.00%) Data Mining
1 1 (100.00%) Text Mining
General
1 1 (100.00%) Advertising
1 1 (100.00%) Games
1 1 (100.00%) Retail
Job Titles
1 1 (100.00%) Data Scientist
1 1 (100.00%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 1 (100.00%) Natural Language Processing
Miscellaneous
1 1 (100.00%) Algorithms
1 1 (100.00%) Computer Science
1 1 (100.00%) Mathematics
1 1 (100.00%) Physics
1 1 (100.00%) Social Media
1 1 (100.00%) Visualisation
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Anomaly Detection
1 1 (100.00%) Bioinformatics
1 1 (100.00%) Customer Segmentation
1 1 (100.00%) Data Analysis
1 1 (100.00%) Data Analytics
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Modelling
1 1 (100.00%) Machine Learning
1 1 (100.00%) Predictive Modelling
1 1 (100.00%) Product Management
Programming Languages
1 1 (100.00%) C
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) Scala
Qualifications
1 1 (100.00%) Degree
1 1 (100.00%) PhD