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 11 December 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
11 Dec 2016
Same period 2015 Same period 2014
SciPy
Rank 410 428 417
Rank change year-on-year
+18 -11
Contract jobs citing SciPy 18 11 1
As % of all contract IT jobs located in London 0.084% 0.049% 0.004%
As % of the Libraries, Frameworks & Software Standards category 0.24% 0.15% 0.014%
Number of daily rates quoted 16 9 1
Median daily rate £500 £550 £450
Median daily rate % change year-on-year
-9.09% +22.22%
UK excluding London median daily rate £425 £368 -
% change year-on-year
+15.64% -
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
7476 7399 7170
As % of all contract IT jobs located in London 34.82% 32.95% 30.53%
Number of daily rates quoted 5640 5602 5466
Median daily rate £463 £450 £425
Median daily rate % change year-on-year
+2.77% +5.88%
90% offered a daily rate of more than £341 £325 £300
10% offered a daily rate of more than £600 £575 £588
UK excluding London median daily rate £380 £375 £350
% change year-on-year
+1.33% +7.14%
Number of hourly rates quoted 28 42 32
Median hourly rate £45.00 £26.00 £37.00
Median hourly rate % change year-on-year
+73.07% -29.72%
90% offered a hourly rate of more than £27.50 £22.62 £17.00
10% offered a hourly rate of more than £50.00 £50.00 £70.00
UK excluding London median hourly rate £40.00 £37.50 £35.00
% change year-on-year
+6.66% +7.14%

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
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 11 December 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 -5 1 £500 -23.07% 4
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 11 December 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 25 (100.00%) Python
1 25 (100.00%) NumPy
2 21 (84.00%) Pandas
3 20 (80.00%) scikit-learn
4 11 (44.00%) Machine Learning
5 10 (40.00%) Matplotlib
5 10 (40.00%) PhD
6 9 (36.00%) Statistics
6 9 (36.00%) Mathematics
6 9 (36.00%) Computer Science
7 8 (32.00%) R
8 7 (28.00%) Big Data
8 7 (28.00%) Hadoop
8 7 (28.00%) Front Office
8 7 (28.00%) Finance
8 7 (28.00%) Agile Software Development
8 7 (28.00%) Software Engineering
9 6 (24.00%) Data Modelling
9 6 (24.00%) Scala
10 5 (20.00%) Kanban
10 5 (20.00%) TDD
10 5 (20.00%) OO
10 5 (20.00%) Scrum
10 5 (20.00%) TensorFlow
11 4 (16.00%) Algorithms
11 4 (16.00%) Banking
11 4 (16.00%) E-Commerce
11 4 (16.00%) Java
12 3 (12.00%) Hedge funds
12 3 (12.00%) Memory Management

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 3 (12.00%) Apache Spark
2 2 (8.00%) Apache Pig
2 2 (8.00%) SAS
Applications
1 2 (8.00%) SPSS
Cloud Services
1 2 (8.00%) Amazon AWS
Database & Business Intelligence
1 7 (28.00%) Big Data
1 7 (28.00%) Hadoop
2 2 (8.00%) Apache Hive
3 1 (4.00%) KDB
3 1 (4.00%) MongoDB
Development Applications
1 1 (4.00%) Maven
General
1 7 (28.00%) Finance
1 7 (28.00%) Front Office
2 4 (16.00%) Banking
3 1 (4.00%) Investment Banking
3 1 (4.00%) Legal
Job Titles
1 14 (56.00%) Developer
1 14 (56.00%) Python Developer
2 10 (40.00%) Data Scientist
3 3 (12.00%) Machine Learning Scientist
4 2 (8.00%) Front Office Developer
4 2 (8.00%) Java Developer
4 2 (8.00%) Quantitative Developer
4 2 (8.00%) Senior Data Scientist
5 1 (4.00%) C Developer
5 1 (4.00%) C/C++ Developer
5 1 (4.00%) C++ Developer
5 1 (4.00%) C++ Quantitative Developer
5 1 (4.00%) C++/Java Developer
5 1 (4.00%) Java Quantitative Developer
5 1 (4.00%) Machine Learning Specialist
5 1 (4.00%) Senior Data Warehouse Specialist
Libraries, Frameworks & Software Standards
1 25 (100.00%) NumPy
2 21 (84.00%) Pandas
3 20 (80.00%) scikit-learn
4 10 (40.00%) Matplotlib
5 5 (20.00%) TensorFlow
6 1 (4.00%) AngularJS
6 1 (4.00%) D3.js
6 1 (4.00%) Esper
6 1 (4.00%) Flask
6 1 (4.00%) Natural Language Processing
6 1 (4.00%) Pyramid
Miscellaneous
1 9 (36.00%) Computer Science
1 9 (36.00%) Mathematics
1 9 (36.00%) Statistics
2 4 (16.00%) Algorithms
3 3 (12.00%) Hedge funds
4 2 (8.00%) Artificial Intelligence
4 2 (8.00%) Fixed Income
4 2 (8.00%) Visualisation
5 1 (4.00%) Derivative
5 1 (4.00%) Fintech
5 1 (4.00%) Social Media
5 1 (4.00%) Swaptions
Operating Systems
1 1 (4.00%) Linux
Processes & Methodologies
1 11 (44.00%) Machine Learning
2 7 (28.00%) Agile Software Development
2 7 (28.00%) Software Engineering
3 6 (24.00%) Data Modelling
4 5 (20.00%) Kanban
4 5 (20.00%) OO
4 5 (20.00%) Scrum
4 5 (20.00%) TDD
5 4 (16.00%) E-Commerce
6 3 (12.00%) Analytics
6 3 (12.00%) Memory Management
7 2 (8.00%) Business Intelligence
7 2 (8.00%) Data Analysis
7 2 (8.00%) Linear Regression
7 2 (8.00%) Predictive Analysis
7 2 (8.00%) Predictive Analytics
8 1 (4.00%) Bayesian Methods
8 1 (4.00%) Data Acquisition
8 1 (4.00%) Systematic Trading
8 1 (4.00%) Threat Analysis
Programming Languages
1 25 (100.00%) Python
2 8 (32.00%) R
3 6 (24.00%) Scala
4 4 (16.00%) Java
5 1 (4.00%) C
5 1 (4.00%) C++
5 1 (4.00%) SQL
Qualifications
1 10 (40.00%) PhD
2 1 (4.00%) Degree
Vendors
1 1 (4.00%) Oracle
London
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