The table below looks at the statistics for NumPy skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited NumPy over the 3 months to 19 February 2017 with a comparison to the same period over 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.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
NumPy
London / City of London
Rank 138 - 189
Rank change year-on-year
- 0
Contract jobs citing NumPy 8 0 1
As % of all contract IT jobs located in the City of London 0.27% - 0.019%
As % of the Libraries, Frameworks & Software Standards category 0.79% - 0.064%
Number of daily rates quoted 5 0 1
Median daily rate £555 - £575
UK excluding London median daily rate £345 £475 -
% change year-on-year
-27.36% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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 City of London region.

Libraries, Frameworks & Software Standards Category
City of London
Contract IT job ads with a match in the
Libraries, Frameworks & Software Standards category
1016 1004 1573
As % of all contract IT jobs located in the City of London 34.85% 31.47% 30.47%
Number of daily rates quoted 859 850 1270
Median daily rate £475 £453 £425
Median daily rate % change year-on-year
+4.97% +6.47%
90% offered a daily rate of more than £345 £325 £300
10% offered a daily rate of more than £625 £600 £575
UK excluding London median daily rate £375 £363 £350
% change year-on-year
+3.44% +3.57%
Number of hourly rates quoted 0 5 4
Median hourly rate - £55.00 £27.37
Median hourly rate % change year-on-year
- +100.94%
UK excluding London median hourly rate £37.50 £38.75 £33.50
% change year-on-year
-3.22% +15.67%

NumPy
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of London region citing NumPy as a proportion of all IT contracts with a match in the Libraries, Frameworks & Software Standards category.

NumPy Jobs Demand Trend in the City of London

NumPy
Daily Rate Trend in the City of London

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

NumPy Daily Rate Trend in the City of London

NumPy
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing NumPy across the City of London region over the 3 months to 19 February 2017.

NumPy Daily Rate Histogram in the City of London

NumPy
Top 30 Related IT Skills in the City of London

For the 6 months to 19 February 2017, IT contractor jobs citing NumPy also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the City of London region with a requirement for NumPy.

1 15 (93.75%) Python
2 14 (87.50%) Pandas
3 10 (62.50%) Git (software)
4 8 (50.00%) PostgreSQL
4 8 (50.00%) Django
4 8 (50.00%) JavaScript
5 6 (37.50%) CSS
5 6 (37.50%) HTML
5 6 (37.50%) Linux
6 5 (31.25%) C++
6 5 (31.25%) Statistics
6 5 (31.25%) REST
6 5 (31.25%) RESTful
6 5 (31.25%) Computer Science
6 5 (31.25%) Flask
6 5 (31.25%) DevOps
6 5 (31.25%) Analytical Skills
7 4 (25.00%) scikit-learn
7 4 (25.00%) Scala
7 4 (25.00%) Degree
7 4 (25.00%) SQL
8 3 (18.75%) Data Modelling
8 3 (18.75%) Refactoring
8 3 (18.75%) Multithreading
8 3 (18.75%) OO
8 3 (18.75%) Parallel Computing
8 3 (18.75%) SciPy
8 3 (18.75%) R
8 3 (18.75%) Twisted
8 3 (18.75%) Docker

NumPy
Top Related IT Skills in the City of London 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 3 (18.75%) IPython
2 2 (12.50%) Apache Pig
2 2 (12.50%) Jupyter
Applications
1 1 (6.25%) SPSS
1 1 (6.25%) Weka
Database & Business Intelligence
1 8 (50.00%) PostgreSQL
2 2 (12.50%) Apache Cassandra
2 2 (12.50%) Apache Hive
2 2 (12.50%) Data Mining
2 2 (12.50%) HBase
2 2 (12.50%) MongoDB
2 2 (12.50%) NoSQL
3 1 (6.25%) Big Data
3 1 (6.25%) Hadoop
3 1 (6.25%) Impala
Development Applications
1 10 (62.50%) Git (software)
2 2 (12.50%) Bower
2 2 (12.50%) Jenkins
Job Titles
1 12 (75.00%) Developer
2 9 (56.25%) Python Developer
3 8 (50.00%) Django Developer
4 5 (31.25%) Python/Django Developer
5 3 (18.75%) Data Scientist
6 2 (12.50%) JavaScript Developer
7 1 (6.25%) AWS Developer
7 1 (6.25%) Digital Developer
7 1 (6.25%) Quantitative Strategist
Libraries, Frameworks & Software Standards
1 14 (87.50%) Pandas
2 8 (50.00%) Django
3 6 (37.50%) CSS
3 6 (37.50%) HTML
4 5 (31.25%) Flask
4 5 (31.25%) REST
4 5 (31.25%) RESTful
5 4 (25.00%) scikit-learn
6 3 (18.75%) Pyramid
6 3 (18.75%) SciPy
6 3 (18.75%) Twisted
7 2 (12.50%) .NET
7 2 (12.50%) AngularJS
7 2 (12.50%) Bokeh
7 2 (12.50%) Matplotlib
7 2 (12.50%) Node.js
7 2 (12.50%) React
7 2 (12.50%) Twitter Bootstrap
7 2 (12.50%) XML
8 1 (6.25%) TensorFlow
Miscellaneous
1 5 (31.25%) Analytical Skills
1 5 (31.25%) Computer Science
1 5 (31.25%) Statistics
2 2 (12.50%) Algorithms
2 2 (12.50%) Mathematics
2 2 (12.50%) User Experience
2 2 (12.50%) Visualisation
3 1 (6.25%) Artificial Intelligence
3 1 (6.25%) Neural Network
Operating Systems
1 6 (37.50%) Linux
2 1 (6.25%) Android
2 1 (6.25%) Apple iOS
Processes & Methodologies
1 5 (31.25%) DevOps
2 3 (18.75%) Data Modelling
2 3 (18.75%) Multithreading
2 3 (18.75%) OO
2 3 (18.75%) Parallel Computing
2 3 (18.75%) Refactoring
3 2 (12.50%) Anomaly Detection
3 2 (12.50%) Data Visualisation
3 2 (12.50%) Machine Learning
3 2 (12.50%) OOP
3 2 (12.50%) Regression Analysis
3 2 (12.50%) Regression Testing
4 1 (6.25%) Agile Software Development
4 1 (6.25%) Computer Vision
4 1 (6.25%) Convolutional Neural Network
4 1 (6.25%) Fraud Detection
4 1 (6.25%) Scrum
4 1 (6.25%) Software Engineering
4 1 (6.25%) Statistical Analysis
4 1 (6.25%) TDD
Programming Languages
1 15 (93.75%) Python
2 8 (50.00%) JavaScript
3 5 (31.25%) C++
4 4 (25.00%) Scala
4 4 (25.00%) SQL
5 3 (18.75%) R
6 2 (12.50%) C#
6 2 (12.50%) Java
6 2 (12.50%) TypeScript
7 1 (6.25%) MATLAB
Qualifications
1 4 (25.00%) Degree
2 2 (12.50%) PhD
System Software
1 3 (18.75%) Docker
Vendors
1 2 (12.50%) Tableau
City, London
Lawrence Harvey Enterprise
Rate: £600.00 - £800.00 per day
Posted: 3 days ago