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 5 February 2016 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
5 Feb 2016
Same period 2015 Same period 2014
NumPy
Rank 392 402 403
Rank change year-on-year
+10 +1
Contract jobs citing NumPy 19 3 4
As % of all contract IT jobs located in London 0.090% 0.014% 0.019%
As % of the Libraries, Frameworks & Software Standards category 0.28% 0.048% 0.063%
Number of daily rates quoted 19 1 2
Average daily rate £550 £575 £363
Average daily rate % change year-on-year
-4.34% +58.62%
90% offered a daily rate of more than £450 £575 £313
10% offered a daily rate of more than £650 £575 £413
UK excluding London average daily rate £475 - -
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
6673 6287 6346
As % of all contract IT jobs located in London 31.55% 30.18% 29.38%
Number of daily rates quoted 4993 4700 4516
Average daily rate £450 £425 £400
Average daily rate % change year-on-year
+5.88% +6.25%
90% offered a daily rate of more than £325 £313 £300
10% offered a daily rate of more than £600 £575 £550
UK excluding London average daily rate £365 £350 £325
% change year-on-year
+4.28% +7.69%
Number of hourly rates quoted 40 27 53
Average hourly rate £50.00 £27.37 £35.00
Average hourly rate % change year-on-year
+82.68% -21.80%
90% offered a hourly rate of more than £24.23 £16.00 £18.00
10% offered a hourly rate of more than £55.00 £50.00 £77.50
UK excluding London average hourly rate £38.75 £33.50 £32.50
% change year-on-year
+15.67% +3.07%

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 5 February 2016.

NumPy Daily Rate Histogram in London

NumPy
Top 30 Related IT Skills in London

For the 6 months to 5 February 2016, 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 35 (100.00%) Python
2 28 (80.00%) Pandas
3 25 (71.43%) SciPy
4 13 (37.14%) Django
5 11 (31.43%) Degree
5 11 (31.43%) C++
5 11 (31.43%) SQL
5 11 (31.43%) Linux
6 10 (28.57%) OO
7 9 (25.71%) Git (software)
8 8 (22.86%) C
8 8 (22.86%) Data Mining
8 8 (22.86%) Finance
8 8 (22.86%) Celery
9 7 (20.00%) Machine Learning
9 7 (20.00%) Apache Spark
9 7 (20.00%) HBase
10 6 (17.14%) NoSQL
10 6 (17.14%) RESTful
10 6 (17.14%) Cloud Computing
10 6 (17.14%) Derivative
10 6 (17.14%) Computer Science
10 6 (17.14%) TDD
10 6 (17.14%) OOD
10 6 (17.14%) SQL Server
10 6 (17.14%) Web Services
10 6 (17.14%) DevOps
11 5 (14.29%) MapReduce
11 5 (14.29%) Java
11 5 (14.29%) Cluster Analysis

NumPy
Top Related IT Skills in London by Category

For the 6 months to 5 February 2016, 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 7 (20.00%) Apache Spark
2 3 (8.57%) nginx
3 2 (5.71%) Apache
Applications
1 4 (11.43%) MS Excel
Cloud Services
1 6 (17.14%) Cloud Computing
Database & Business Intelligence
1 8 (22.86%) Data Mining
2 7 (20.00%) HBase
3 6 (17.14%) NoSQL
3 6 (17.14%) SQL Server
4 5 (14.29%) Apache Hive
4 5 (14.29%) Big Data
4 5 (14.29%) Hadoop
4 5 (14.29%) Text Mining
5 3 (8.57%) Data Warehouse
6 2 (5.71%) Pentaho
6 2 (5.71%) Redis
7 1 (2.86%) MongoDB
Development Applications
1 9 (25.71%) Git (software)
2 1 (2.86%) Maven
General
1 8 (22.86%) Finance
2 3 (8.57%) Banking
3 2 (5.71%) Front Office
Job Titles
1 29 (82.86%) Developer
1 29 (82.86%) Python Developer
2 8 (22.86%) Quantitative Developer
3 4 (11.43%) Architect
3 4 (11.43%) Big Data Architect
3 4 (11.43%) Big Data Engineer
3 4 (11.43%) Django Developer
3 4 (11.43%) Python/Django Developer
4 2 (5.71%) Data Architect
5 1 (2.86%) Big Data Developer
5 1 (2.86%) Enterprise Architect
5 1 (2.86%) Enterprise Data Architect
5 1 (2.86%) Hadoop Architect
5 1 (2.86%) Hadoop Engineer
5 1 (2.86%) Scala Developer
5 1 (2.86%) Senior Developer
5 1 (2.86%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 28 (80.00%) Pandas
2 25 (71.43%) SciPy
3 13 (37.14%) Django
4 8 (22.86%) Celery
5 6 (17.14%) RESTful
5 6 (17.14%) Web Services
6 5 (14.29%) Matplotlib
7 3 (8.57%) D3.js
8 2 (5.71%) Flask
8 2 (5.71%) PyXLL
8 2 (5.71%) RabbitMQ
9 1 (2.86%) AngularJS
9 1 (2.86%) Esper
9 1 (2.86%) Pyramid
9 1 (2.86%) WebSockets
Miscellaneous
1 6 (17.14%) Computer Science
1 6 (17.14%) Derivative
2 5 (14.29%) Mathematics
3 4 (11.43%) Analytical Skills
3 4 (11.43%) Credit Risk
3 4 (11.43%) Hedge funds
4 3 (8.57%) Physics
4 3 (8.57%) Visualisation
5 2 (5.71%) Algorithms
5 2 (5.71%) Data Structures
5 2 (5.71%) Machine to Machine
5 2 (5.71%) Smart Energy
5 2 (5.71%) Statistics
6 1 (2.86%) Fixed Income
Operating Systems
1 11 (31.43%) Linux
Processes & Methodologies
1 10 (28.57%) OO
2 7 (20.00%) Machine Learning
3 6 (17.14%) DevOps
3 6 (17.14%) OOD
3 6 (17.14%) TDD
4 5 (14.29%) Cluster Analysis
4 5 (14.29%) MapReduce
5 4 (11.43%) Agile Software Development
5 4 (11.43%) Pair Programming
6 3 (8.57%) Data Visualisation
6 3 (8.57%) ETL
6 3 (8.57%) Kalman Filter
6 3 (8.57%) Scrum
7 2 (5.71%) Algorithmic Trading
7 2 (5.71%) Functional Programming
7 2 (5.71%) Microservices
7 2 (5.71%) Web Development
8 1 (2.86%) Open Source
8 1 (2.86%) Systematic Trading
8 1 (2.86%) Time Series Analysis
Programming Languages
1 35 (100.00%) Python
2 11 (31.43%) C++
2 11 (31.43%) SQL
3 8 (22.86%) C
4 5 (14.29%) Java
4 5 (14.29%) R
5 4 (11.43%) JavaScript
5 4 (11.43%) Scala
6 2 (5.71%) C#
Qualifications
1 11 (31.43%) Degree
2 2 (5.71%) PhD
London
TEKsystems
Rate: £500 - £700 per day
Posted: 5 days ago
London
Hays London City Cheapside
Rate: £550.00 - £650.00 per annum
Posted: 16 days ago