The table below looks at the statistics for NumPy skills in IT contracts advertised for the London region. Included is a guide to the average contractor rates offered in IT contracts that have cited NumPy over the 3 months to 3 July 2015 with a comparison to the same period in the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
NumPy
Rank 402 405 413
Rank change year-on-year
+3 +8
Contract jobs citing NumPy 22 7 1
As % of all contract IT jobs located in London 0.094% 0.031% 0.004%
As % of the Libraries, Frameworks & Software Standards category 0.30% 0.098% 0.014%
Number of daily rates quoted 16 7 1
Average daily rate
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of your Daily Rate
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£600 £575 £600
Average daily rate % change year-on-year
+4.34% -4.16%
UK excluding London average daily rate - - -
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate - - -
NumPy
England

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

Libraries, Frameworks & Software Standards Category
London
Contract IT job ads with a match in the
Libraries, Frameworks & Software Standards category
7217 7157 7283
As % of all contract IT jobs located in London 30.94% 31.23% 31.13%
Number of daily rates quoted 5232 5147 5222
Average daily rate £425 £420 £400
Average daily rate % change year-on-year
+1.19% +5.00%
90% offered a daily rate of more than £313 £300 £275
10% offered a daily rate of more than £598 £575 £575
UK excluding London average daily rate £350 £350 £325
% change year-on-year
- +7.69%
Number of hourly rates quoted 52 33 96
Average hourly rate £22.50 £45.00 £40.00
Average hourly rate % change year-on-year
-50.00% +12.50%
90% offered a hourly rate of more than £16.43 £17.50 £19.00
10% offered a hourly rate of more than £60.00 £53.00 £54.00
UK excluding London average hourly rate £40.00 £33.55 £35.00
% change year-on-year
+19.22% -4.14%

NumPy
Jobs Demand Trend in London

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

NumPy Jobs Demand Trend in London

NumPy
Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing NumPy across the London region.

NumPy Daily Rate Trend in London

NumPy
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing NumPy across the London region over the 3 months to 3 July 2015.

NumPy Daily Rate Histogram in London

NumPy
Contract Job Locations in London

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing NumPy within the London region over the 3 months to 3 July 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
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London -4 7 £650 +10.63% 5
NumPy
England

NumPy
Top 30 Related IT Skills in London

For the 6 months to 3 July 2015, IT contractor jobs across the London 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 contract IT job ads sampled that cited NumPy.

1 40 (100.00%) Python
2 29 (72.50%) Pandas
3 25 (62.50%) SciPy
4 22 (55.00%) Front Office
4 22 (55.00%) Finance
5 19 (47.50%) C++
6 17 (42.50%) Java
7 15 (37.50%) Analytics
8 14 (35.00%) SQL
8 14 (35.00%) TDD
8 14 (35.00%) Banking
9 13 (32.50%) Credit Risk
10 12 (30.00%) Continuous Integration
10 12 (30.00%) Algorithms
11 11 (27.50%) Investment Banking
12 10 (25.00%) C
12 10 (25.00%) Unit Testing
12 10 (25.00%) Matplotlib
13 9 (22.50%) OO
13 9 (22.50%) Django
14 8 (20.00%) Derivative
14 8 (20.00%) Configuration Management
14 8 (20.00%) Linux
14 8 (20.00%) MapReduce
14 8 (20.00%) Hadoop
14 8 (20.00%) Apache Spark
14 8 (20.00%) Data Structures
14 8 (20.00%) Flask
15 7 (17.50%) R
15 7 (17.50%) UNIX

NumPy
Top Related IT Skills in London by Category

For the 6 months to 3 July 2015, IT contractor jobs across the London 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 contract IT job ads sampled that cited NumPy. Up to 20 skills are shown per category.

Application Platforms
1 8 (20.00%) Apache Spark
2 6 (15.00%) IPython
3 4 (10.00%) Apache
4 3 (7.50%) SAS
4 3 (7.50%) Elasticsearch
5 2 (5.00%) Oracle Coherence
5 2 (5.00%) GemFire
Applications
1 4 (10.00%) Spreadsheet
Communications & Networking
1 2 (5.00%) DVB
Database & Business Intelligence
1 8 (20.00%) Hadoop
2 6 (15.00%) Big Data
3 4 (10.00%) Apache Hive
3 4 (10.00%) MongoDB
3 4 (10.00%) Data Mining
3 4 (10.00%) Text Mining
3 4 (10.00%) HBase
4 2 (5.00%) MySQL
5 1 (2.50%) NoSQL
Development Applications
1 6 (15.00%) Subversion
1 6 (15.00%) Git (software)
2 3 (7.50%) Maven
3 2 (5.00%) JIRA
General
1 22 (55.00%) Front Office
1 22 (55.00%) Finance
2 14 (35.00%) Banking
3 11 (27.50%) Investment Banking
4 3 (7.50%) Telecoms
5 2 (5.00%) Retail
6 1 (2.50%) Back Office
Job Titles
1 33 (82.50%) Developer
2 32 (80.00%) Python Developer
3 11 (27.50%) Senior Python Developer
3 11 (27.50%) Senior Developer
4 3 (7.50%) Analyst
4 3 (7.50%) Consultant
4 3 (7.50%) Data Consultant
4 3 (7.50%) Big Data Consultant
5 2 (5.00%) Data Scientist
5 2 (5.00%) Data Analyst
6 1 (2.50%) Architect
6 1 (2.50%) Analyst Programmer
6 1 (2.50%) Programmer
6 1 (2.50%) Data Architect
6 1 (2.50%) Big Data Architect
Libraries, Frameworks & Software Standards
1 29 (72.50%) Pandas
2 25 (62.50%) SciPy
3 10 (25.00%) Matplotlib
4 9 (22.50%) Django
5 8 (20.00%) Flask
6 6 (15.00%) Celery
7 5 (12.50%) SQLAlchemy
8 4 (10.00%) Pyramid
8 4 (10.00%) AngularJS
8 4 (10.00%) XML
9 3 (7.50%) CSS
9 3 (7.50%) HTML
9 3 (7.50%) Esper
9 3 (7.50%) Boost C++ Libraries
10 1 (2.50%) .NET
10 1 (2.50%) D3.js
10 1 (2.50%) Highcharts JS
Miscellaneous
1 13 (32.50%) Credit Risk
2 12 (30.00%) Algorithms
3 8 (20.00%) Data Structures
3 8 (20.00%) Derivative
4 6 (15.00%) Mathematics
4 6 (15.00%) Physics
5 5 (12.50%) Hedge funds
6 4 (10.00%) Market Risk
6 4 (10.00%) Computer Science
6 4 (10.00%) Grid Computing
7 3 (7.50%) Analytical Skills
8 2 (5.00%) Visualisation
8 2 (5.00%) STB
8 2 (5.00%) Foreign Exchange (FX)
8 2 (5.00%) DTV
9 1 (2.50%) Management Information System
9 1 (2.50%) Statistics
Operating Systems
1 8 (20.00%) Linux
2 7 (17.50%) UNIX
3 5 (12.50%) Windows
Processes & Methodologies
1 15 (37.50%) Analytics
2 14 (35.00%) TDD
3 12 (30.00%) Continuous Integration
4 10 (25.00%) Unit Testing
5 9 (22.50%) OO
6 8 (20.00%) Configuration Management
6 8 (20.00%) MapReduce
7 7 (17.50%) Agile Software Development
8 4 (10.00%) Cluster Analysis
8 4 (10.00%) Functional Programming
9 3 (7.50%) Machine Learning
9 3 (7.50%) Regression Analysis
9 3 (7.50%) Propensity Modelling
9 3 (7.50%) Data Architecture
9 3 (7.50%) Open Source
9 3 (7.50%) Risk Management
9 3 (7.50%) RAD
9 3 (7.50%) Web Development
10 2 (5.00%) Refactoring
10 2 (5.00%) Asset Management
Programming Languages
1 40 (100.00%) Python
2 19 (47.50%) C++
3 17 (42.50%) Java
4 14 (35.00%) SQL
5 10 (25.00%) C
6 7 (17.50%) R
7 5 (12.50%) Cython
7 5 (12.50%) VBA
8 4 (10.00%) C#
8 4 (10.00%) JavaScript
8 4 (10.00%) Perl
8 4 (10.00%) Scala
9 3 (7.50%) MATLAB
Qualifications
1 6 (15.00%) Degree
2 1 (2.50%) PhD
Vendors
1 3 (7.50%) Oracle
1 3 (7.50%) Cloudera
London
Eames Consulting
Rate: £650 per day
Posted: Yesterday
City, London
Harrington Starr
Rate: £500 - £700 per day
Posted: 2 days ago
City, London
TEKsystems
Rate: £600 - £650 per annum
Posted: 3 days ago
City, London
McGregor Boyall
Rate: £600 - £650 per day
Posted: 4 days ago
London
TEKsystems
Rate: £550 - £600 per day
Posted: 5 days ago