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 2 September 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
2 Sep 2015
Same period 2014 Same period 2013
NumPy
Rank 405 410 421
Rank change year-on-year
+5 +11
Contract jobs citing NumPy 28 14 2
As % of all contract IT jobs located in London 0.12% 0.058% 0.008%
As % of the Libraries, Frameworks & Software Standards category 0.37% 0.19% 0.025%
Number of daily rates quoted 25 13 2
Average daily rate
Keep up to 90%
of your Daily Rate
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£625 £575 £453
Average daily rate % change year-on-year
+8.69% +27.07%
90% offered a daily rate of more than £545 £515 £415
10% offered a daily rate of more than £650 £645 £491
UK excluding London average daily rate £400 - -
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
7589 7498 8150
As % of all contract IT jobs located in London 31.53% 30.83% 32.17%
Number of daily rates quoted 5581 5261 5890
Average daily rate £438 £413 £403
Average daily rate % change year-on-year
+6.06% +2.48%
90% offered a daily rate of more than £313 £300 £285
10% offered a daily rate of more than £600 £575 £575
UK excluding London average daily rate £365 £350 £325
% change year-on-year
+4.28% +7.69%
Number of hourly rates quoted 49 53 55
Average hourly rate £35.00 £45.00 £37.50
Average hourly rate % change year-on-year
-22.22% +20.00%
90% offered a hourly rate of more than £19.43 £17.50 £24.01
10% offered a hourly rate of more than £50.00 £53.00 £55.00
UK excluding London average hourly rate £39.50 £35.00 £35.00
% change year-on-year
+12.85% -

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 2 September 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 2 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
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 +23 15 £625 +25.00% 4
NumPy
England

NumPy
Top 30 Related IT Skills in London

For the 6 months to 2 September 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 52 (100.00%) Python
2 38 (73.08%) Pandas
3 36 (69.23%) SciPy
4 29 (55.77%) Front Office
5 27 (51.92%) Finance
5 27 (51.92%) C++
6 22 (42.31%) TDD
7 21 (40.38%) SQL
8 19 (36.54%) Credit Risk
9 18 (34.62%) Analytics
9 18 (34.62%) Java
10 16 (30.77%) Mathematics
11 15 (28.85%) Banking
11 15 (28.85%) Continuous Integration
12 14 (26.92%) Django
12 14 (26.92%) Data Structures
12 14 (26.92%) Derivative
12 14 (26.92%) Linux
13 13 (25.00%) Functional Programming
13 13 (25.00%) Unit Testing
14 12 (23.08%) Computer Science
14 12 (23.08%) R
14 12 (23.08%) Algorithms
14 12 (23.08%) Configuration Management
14 12 (23.08%) Investment Banking
15 11 (21.15%) OO
16 10 (19.23%) C
16 10 (19.23%) Physics
16 10 (19.23%) Degree
17 9 (17.31%) UNIX

NumPy
Top Related IT Skills in London by Category

For the 6 months to 2 September 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 (15.38%) Apache Spark
2 4 (7.69%) Apache
3 3 (5.77%) SAS
3 3 (5.77%) Elasticsearch
4 2 (3.85%) IPython
4 2 (3.85%) Oracle Coherence
4 2 (3.85%) GemFire
Applications
1 6 (11.54%) Spreadsheet
Communications & Networking
1 2 (3.85%) DVB
Database & Business Intelligence
1 8 (15.38%) Hadoop
2 6 (11.54%) Big Data
3 4 (7.69%) HBase
3 4 (7.69%) Apache Hive
3 4 (7.69%) Data Mining
3 4 (7.69%) Text Mining
4 3 (5.77%) MongoDB
5 2 (3.85%) MySQL
5 2 (3.85%) SQL Server
Development Applications
1 8 (15.38%) Subversion
2 3 (5.77%) Maven
2 3 (5.77%) Git (software)
3 2 (3.85%) JIRA
General
1 29 (55.77%) Front Office
2 27 (51.92%) Finance
3 15 (28.85%) Banking
4 12 (23.08%) Investment Banking
5 3 (5.77%) Telecoms
6 2 (3.85%) Retail
7 1 (1.92%) Back Office
Job Titles
1 44 (84.62%) Developer
2 39 (75.00%) Python Developer
3 11 (21.15%) Senior Python Developer
3 11 (21.15%) Quantitative Developer
3 11 (21.15%) Senior Developer
4 3 (5.77%) Analyst
4 3 (5.77%) Consultant
4 3 (5.77%) Big Data Consultant
4 3 (5.77%) Data Consultant
5 2 (3.85%) Data Analyst
5 2 (3.85%) Data Scientist
6 1 (1.92%) C++ Developer
6 1 (1.92%) Analyst Programmer
6 1 (1.92%) Programmer
6 1 (1.92%) Data Architect
6 1 (1.92%) C++ Quantitative Developer
6 1 (1.92%) Big Data Architect
6 1 (1.92%) Architect
Libraries, Frameworks & Software Standards
1 38 (73.08%) Pandas
2 36 (69.23%) SciPy
3 14 (26.92%) Django
4 9 (17.31%) Flask
5 6 (11.54%) Celery
5 6 (11.54%) XML
5 6 (11.54%) Matplotlib
6 4 (7.69%) Pyramid
6 4 (7.69%) AngularJS
7 3 (5.77%) Esper
8 1 (1.92%) WebSockets
8 1 (1.92%) D3.js
8 1 (1.92%) Highcharts JS
8 1 (1.92%) Boost C++ Libraries
8 1 (1.92%) SQLAlchemy
8 1 (1.92%) HTML
8 1 (1.92%) CSS
Miscellaneous
1 19 (36.54%) Credit Risk
2 16 (30.77%) Mathematics
3 14 (26.92%) Derivative
3 14 (26.92%) Data Structures
4 12 (23.08%) Algorithms
4 12 (23.08%) Computer Science
5 10 (19.23%) Physics
6 7 (13.46%) Hedge funds
7 6 (11.54%) Market Risk
7 6 (11.54%) Grid Computing
8 5 (9.62%) Analytical Skills
9 2 (3.85%) STB
9 2 (3.85%) DTV
10 1 (1.92%) Management Information System
10 1 (1.92%) Statistics
10 1 (1.92%) Visualisation
10 1 (1.92%) Foreign Exchange (FX)
10 1 (1.92%) Machine to Machine
Operating Systems
1 14 (26.92%) Linux
2 9 (17.31%) UNIX
3 8 (15.38%) Windows
Processes & Methodologies
1 22 (42.31%) TDD
2 18 (34.62%) Analytics
3 15 (28.85%) Continuous Integration
4 13 (25.00%) Unit Testing
4 13 (25.00%) Functional Programming
5 12 (23.08%) Configuration Management
6 11 (21.15%) OO
7 8 (15.38%) Web Development
7 8 (15.38%) MapReduce
8 5 (9.62%) Agile Software Development
9 4 (7.69%) Cluster Analysis
9 4 (7.69%) Multithreading
9 4 (7.69%) Monte Carlo Method
10 3 (5.77%) Open Source
10 3 (5.77%) Machine Learning
10 3 (5.77%) Regression Analysis
10 3 (5.77%) Propensity Modelling
10 3 (5.77%) Data Architecture
10 3 (5.77%) Risk Management
11 2 (3.85%) ETL
Programming Languages
1 52 (100.00%) Python
2 27 (51.92%) C++
3 21 (40.38%) SQL
4 18 (34.62%) Java
5 12 (23.08%) R
6 10 (19.23%) C
7 7 (13.46%) C#
8 6 (11.54%) Perl
9 4 (7.69%) Scala
10 3 (5.77%) JavaScript
10 3 (5.77%) MATLAB
11 2 (3.85%) VBA
11 2 (3.85%) Cython
Qualifications
1 10 (19.23%) Degree
2 4 (7.69%) PhD
Vendors
1 3 (5.77%) Cloudera
2 2 (3.85%) Oracle
City, London
Harrington Starr
Rate: £500 - £700 per day
Posted: 4 days ago
London
Give-A-Grad-A-Go Ltd
Rate: £28k - 32k per year
Posted: 13 days ago