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 salaries offered in IT jobs that have cited NumPy over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
NumPy
Rank 245 - -
Rank change year-on-year
- 0
Permanent jobs citing NumPy 1 0 0
As % of all permanent IT jobs located in the North West 0.017% - -
As % of the Libraries, Frameworks & Software Standards category 0.042% - -
Number of salaries quoted 1 0 0
Median salary £29,000 - -
UK excluding London median salary £45,000 £29,000 £42,500
% change year-on-year
+55.17% -31.76%
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
2365 2673 3139
As % of all permanent IT jobs located in the North West 40.22% 40.70% 44.09%
Number of salaries quoted 2041 2251 2650
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £52,500 £50,000 £52,500
UK excluding London median salary £40,000 £40,000 £40,000

NumPy
Jobs Demand Trend in the North West

The demand trend of job ads across the North West 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 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 median salaries quoted in IT jobs citing NumPy within the North West region over the 3 months to 28 July 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
Manchester - 1 £29,000 - 1
NumPy
England

NumPy
Top 20 Related IT Skills in the North West

For the 6 months to 28 July 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 North West region with a requirement for NumPy.

1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) Data Mining
1 1 (100.00%) Benchmarking
1 1 (100.00%) Text Mining
1 1 (100.00%) Software Engineering
1 1 (100.00%) Product Management
1 1 (100.00%) Scala
1 1 (100.00%) Social Media
1 1 (100.00%) MongoDB
1 1 (100.00%) NoSQL
1 1 (100.00%) Natural Language Processing
1 1 (100.00%) Machine Learning
1 1 (100.00%) Big Data
1 1 (100.00%) Statistical Modelling
1 1 (100.00%) Analytics
1 1 (100.00%) Elasticsearch
1 1 (100.00%) Data Structures
1 1 (100.00%) Algorithms
1 1 (100.00%) Fintech

NumPy
Top Related IT Skills in the North West 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 (100.00%) Elasticsearch
Database & Business Intelligence
1 1 (100.00%) Big Data
1 1 (100.00%) Data Mining
1 1 (100.00%) MongoDB
1 1 (100.00%) NoSQL
1 1 (100.00%) Text Mining
Job Titles
1 1 (100.00%) Junior
1 1 (100.00%) Process Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Natural Language Processing
Miscellaneous
1 1 (100.00%) Algorithms
1 1 (100.00%) Data Structures
1 1 (100.00%) Fintech
1 1 (100.00%) Social Media
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Benchmarking
1 1 (100.00%) Machine Learning
1 1 (100.00%) Product Management
1 1 (100.00%) Software Engineering
1 1 (100.00%) Statistical Modelling
Programming Languages
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) Scala
Manchester, Lancashire
Burns Sheehan
Salary: £30000 - £35000 per annum + Benefits
Posted: 9 hours ago