The table below looks at the statistics for SciPy skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited SciPy over the 3 months to 27 June 2016 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
27 Jun 2016
Same period 2015 Same period 2014
SciPy
Rank 414 413 418
Rank change year-on-year
-1 +5
Contract jobs citing SciPy 12 11 10
As % of all contract IT jobs located in London 0.055% 0.048% 0.043%
As % of the Libraries, Frameworks & Software Standards category 0.17% 0.15% 0.14%
Number of daily rates quoted 11 8 10
Median daily rate £600 £550 £513
Median daily rate % change year-on-year
+9.09% +7.31%
UK excluding London median daily rate £425 - -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
SciPy
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
7038 7197 7247
As % of all contract IT jobs located in London 32.36% 31.31% 31.17%
Number of daily rates quoted 5401 5229 5235
Median daily rate £450 £425 £420
Median daily rate % change year-on-year
+5.88% +1.19%
90% offered a daily rate of more than £325 £310 £300
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £375 £350 £350
% change year-on-year
+7.14% -
Number of hourly rates quoted 25 49 34
Median hourly rate £40.00 £22.50 £45.00
Median hourly rate % change year-on-year
+77.77% -50.00%
90% offered a hourly rate of more than £20.00 £16.09 £17.80
10% offered a hourly rate of more than £190.00 £60.00 £160.00
UK excluding London median hourly rate £35.75 £40.00 £35.00
% change year-on-year
-10.62% +14.28%

SciPy
Jobs Demand Trend in London

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

SciPy Jobs Demand Trend in London

SciPy
Daily Rate Trend in London

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

SciPy Daily Rate Trend in London

SciPy
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing SciPy across the London region over the 3 months to 27 June 2016.

SciPy Daily Rate Histogram in London

SciPy
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing SciPy within the London region over the 3 months to 27 June 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +36 3 £538 -17.30% 4
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 27 June 2016, IT contractor jobs citing SciPy 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 London region with a requirement for SciPy.

1 29 (100.00%) Python
2 25 (86.21%) NumPy
3 24 (82.76%) Pandas
4 20 (68.97%) SQL
5 17 (58.62%) Agile Software Development
6 14 (48.28%) TDD
6 14 (48.28%) Pair Programming
6 14 (48.28%) SQL Server
6 14 (48.28%) MS Excel
7 7 (24.14%) Visualisation
8 6 (20.69%) D3.js
9 5 (17.24%) Big Data
9 5 (17.24%) Analytics
9 5 (17.24%) Algorithms
9 5 (17.24%) Finance
10 4 (13.79%) Linux
10 4 (13.79%) PhD
10 4 (13.79%) ETL
10 4 (13.79%) Hadoop
10 4 (13.79%) Apache Hive
10 4 (13.79%) R
10 4 (13.79%) Data Visualisation
10 4 (13.79%) Django
10 4 (13.79%) Git (software)
10 4 (13.79%) scikit-learn
10 4 (13.79%) Apache Pig
11 3 (10.34%) Data Analytics
11 3 (10.34%) Machine Learning
11 3 (10.34%) Apache Spark
11 3 (10.34%) Unit Testing

SciPy
Top Related IT Skills in 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 4 (13.79%) Apache Pig
2 3 (10.34%) Apache Spark
2 3 (10.34%) SAS
3 2 (6.90%) nginx
4 1 (3.45%) IPython
Applications
1 14 (48.28%) MS Excel
2 2 (6.90%) SPSS
Cloud Services
1 2 (6.90%) Amazon AWS
1 2 (6.90%) Amazon EC2
1 2 (6.90%) Amazon EMR
1 2 (6.90%) Amazon S3
1 2 (6.90%) Cloud Computing
Database & Business Intelligence
1 14 (48.28%) SQL Server
2 5 (17.24%) Big Data
3 4 (13.79%) Apache Hive
3 4 (13.79%) Hadoop
4 3 (10.34%) MongoDB
5 2 (6.90%) Data Mining
5 2 (6.90%) Data Warehouse
5 2 (6.90%) Impala
5 2 (6.90%) Mahout
5 2 (6.90%) Neo4j
5 2 (6.90%) NoSQL
5 2 (6.90%) PostgreSQL
6 1 (3.45%) KDB
Development Applications
1 4 (13.79%) Git (software)
2 2 (6.90%) Vagrant
2 2 (6.90%) Yeoman
3 1 (3.45%) Maven
General
1 5 (17.24%) Finance
2 2 (6.90%) Front Office
Job Titles
1 23 (79.31%) Developer
1 23 (79.31%) Python Developer
2 5 (17.24%) Data Scientist
3 2 (6.90%) Django Developer
3 2 (6.90%) Machine Learning Scientist
3 2 (6.90%) Python/Django Developer
3 2 (6.90%) Quantitative Developer
4 1 (3.45%) C Developer
4 1 (3.45%) C/C++ Developer
4 1 (3.45%) C++ Developer
4 1 (3.45%) C++ Quantitative Developer
4 1 (3.45%) C++/Java Developer
4 1 (3.45%) Java Developer
4 1 (3.45%) Java Quantitative Developer
Libraries, Frameworks & Software Standards
1 25 (86.21%) NumPy
2 24 (82.76%) Pandas
3 6 (20.69%) D3.js
4 4 (13.79%) Django
4 4 (13.79%) scikit-learn
5 2 (6.90%) AngularJS
5 2 (6.90%) Cascalog
5 2 (6.90%) Celery
5 2 (6.90%) Flask
5 2 (6.90%) Natural Language Processing
5 2 (6.90%) Pyramid
5 2 (6.90%) RESTful
5 2 (6.90%) Web Services
6 1 (3.45%) Esper
Miscellaneous
1 7 (24.14%) Visualisation
2 5 (17.24%) Algorithms
3 3 (10.34%) Computer Science
3 3 (10.34%) Hedge funds
4 2 (6.90%) Artificial Intelligence
4 2 (6.90%) Mathematics
4 2 (6.90%) Statistics
5 1 (3.45%) Fixed Income
Operating Systems
1 4 (13.79%) Linux
Processes & Methodologies
1 17 (58.62%) Agile Software Development
2 14 (48.28%) Pair Programming
2 14 (48.28%) TDD
3 5 (17.24%) Analytics
4 4 (13.79%) Data Visualisation
4 4 (13.79%) ETL
5 3 (10.34%) Data Analytics
5 3 (10.34%) Machine Learning
5 3 (10.34%) Unit Testing
6 2 (6.90%) Data Acquisition
6 2 (6.90%) Data Analysis
6 2 (6.90%) DevOps
6 2 (6.90%) Kalman Filter
6 2 (6.90%) Linear Regression
6 2 (6.90%) OO
6 2 (6.90%) OOD
6 2 (6.90%) Predictive Analysis
6 2 (6.90%) Predictive Analytics
6 2 (6.90%) Statistical Analysis
6 2 (6.90%) Time Series Analysis
Programming Languages
1 29 (100.00%) Python
2 20 (68.97%) SQL
3 4 (13.79%) R
4 2 (6.90%) Bash Shell
4 2 (6.90%) C
4 2 (6.90%) C++
4 2 (6.90%) Clojure
4 2 (6.90%) Java
4 2 (6.90%) JavaScript
4 2 (6.90%) VBA
5 1 (3.45%) Scala
Qualifications
1 4 (13.79%) PhD
2 3 (10.34%) Degree
System Software
1 2 (6.90%) Virtual Machines
1 2 (6.90%) VirtualBox
2 1 (3.45%) Apache Flume
Systems Management
1 1 (3.45%) Oozie
Vendors
1 1 (3.45%) Oracle
City, London
Harrington Starr
Rate: £500 - £750 per day
Posted: 6 days ago
City of London
Michael Page Technology
Posted: 6 days ago