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 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
27 Feb 2017
Same period 2016 Same period 2015
SciPy
England / London
Rank 388 405 413
Rank change year-on-year
+17 +8
Contract jobs citing SciPy 18 20 7
As % of all contract IT jobs located in London 0.093% 0.095% 0.033%
As % of the Libraries, Frameworks & Software Standards category 0.26% 0.30% 0.11%
Number of daily rates quoted 18 16 3
Median daily rate £600 £550 £550
Median daily rate % change year-on-year
+9.09% -
90% offered a daily rate of more than £450 £450 £470
10% offered a daily rate of more than £895 £600 £570
UK excluding London median daily rate £750 £475 -
% change year-on-year
+57.89% -
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 London region.

Libraries, Frameworks & Software Standards Category
London
Contract IT job ads with a match in the
Libraries, Frameworks & Software Standards category
6818 6702 6406
As % of all contract IT jobs located in London 35.06% 31.68% 30.09%
Number of daily rates quoted 5138 4951 4722
Median daily rate £475 £450 £425
Median daily rate % change year-on-year
+5.55% +5.88%
90% offered a daily rate of more than £345 £325 £315
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £375 £363 £350
% change year-on-year
+3.44% +3.57%
Number of hourly rates quoted 34 40 22
Median hourly rate £47.50 £50.00 £29.00
Median hourly rate % change year-on-year
-5.00% +72.41%
90% offered a hourly rate of more than £26.75 £22.62 £20.00
10% offered a hourly rate of more than £72.00 £52.75 £55.00
UK excluding London median hourly rate £40.00 £38.75 £35.00
% change year-on-year
+3.22% +10.71%

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 February 2017.

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 February 2017. 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 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 - 3 £575 -
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 27 February 2017, 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 38 (100.00%) Python
1 38 (100.00%) NumPy
2 34 (89.47%) Pandas
3 25 (65.79%) scikit-learn
4 14 (36.84%) Matplotlib
5 12 (31.58%) Statistics
6 11 (28.95%) Scala
6 11 (28.95%) Finance
6 11 (28.95%) Machine Learning
7 10 (26.32%) Data Modelling
7 10 (26.32%) Mathematics
8 9 (23.68%) Hadoop
8 9 (23.68%) OO
8 9 (23.68%) R
8 9 (23.68%) Big Data
9 8 (21.05%) PhD
9 8 (21.05%) Computer Science
9 8 (21.05%) Software Engineering
9 8 (21.05%) Agile Software Development
9 8 (21.05%) TDD
10 7 (18.42%) Java
10 7 (18.42%) SQL
11 6 (15.79%) Scrum
11 6 (15.79%) Fixed Income
11 6 (15.79%) Front Office
11 6 (15.79%) Kanban
11 6 (15.79%) Hedge funds
11 6 (15.79%) TensorFlow
12 5 (13.16%) Systematic Trading
12 5 (13.16%) Analytics

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 (10.53%) Apache Spark
2 3 (7.89%) Jupyter
3 1 (2.63%) Apache
Applications
1 2 (5.26%) GNU Octave
1 2 (5.26%) MS Excel
Cloud Services
1 5 (13.16%) Amazon AWS
2 3 (7.89%) Amazon EC2
3 2 (5.26%) Amazon EMR
3 2 (5.26%) Amazon S3
4 1 (2.63%) AWS Lambda
4 1 (2.63%) Google Cloud Platform
4 1 (2.63%) SaaS
Database & Business Intelligence
1 9 (23.68%) Big Data
1 9 (23.68%) Hadoop
2 3 (7.89%) SQL Server
3 2 (5.26%) Apache Cassandra
3 2 (5.26%) NoSQL
3 2 (5.26%) RDBMS
3 2 (5.26%) Relational Database
4 1 (2.63%) Apache Hive
4 1 (2.63%) Blockchain
4 1 (2.63%) Flink
4 1 (2.63%) HBase
4 1 (2.63%) Pentaho
4 1 (2.63%) Redis
4 1 (2.63%) Sqoop
Development Applications
1 3 (7.89%) Bower
1 3 (7.89%) Git (software)
2 2 (5.26%) Jenkins
General
1 11 (28.95%) Finance
2 6 (15.79%) Front Office
3 5 (13.16%) Banking
4 1 (2.63%) Investment Banking
4 1 (2.63%) Legal
Job Titles
1 23 (60.53%) Developer
1 23 (60.53%) Python Developer
2 10 (26.32%) Data Scientist
3 3 (7.89%) Senior Data Scientist
4 2 (5.26%) Architect
4 2 (5.26%) AWS Developer
4 2 (5.26%) Chief Architect
4 2 (5.26%) Chief Data Architect
4 2 (5.26%) Data Architect
4 2 (5.26%) Front Office Developer
4 2 (5.26%) Machine Learning Scientist
5 1 (2.63%) Angular Developer
5 1 (2.63%) Data Engineer
5 1 (2.63%) Java Developer
5 1 (2.63%) JavaScript Developer
5 1 (2.63%) Machine Learning Engineer
5 1 (2.63%) Machine Learning Specialist
5 1 (2.63%) Quantitative Developer
5 1 (2.63%) Quantitative Strategist
5 1 (2.63%) Senior Data Warehouse Specialist
Libraries, Frameworks & Software Standards
1 38 (100.00%) NumPy
2 34 (89.47%) Pandas
3 25 (65.79%) scikit-learn
4 14 (36.84%) Matplotlib
5 6 (15.79%) TensorFlow
6 5 (13.16%) Flask
7 3 (7.89%) .NET
7 3 (7.89%) AngularJS
7 3 (7.89%) Bokeh
7 3 (7.89%) CSS
7 3 (7.89%) HTML
7 3 (7.89%) Node.js
7 3 (7.89%) React
7 3 (7.89%) Twitter Bootstrap
7 3 (7.89%) XML
8 2 (5.26%) Django
9 1 (2.63%) Celery
9 1 (2.63%) Kafka
9 1 (2.63%) RabbitMQ
9 1 (2.63%) Web Services
Miscellaneous
1 8 (21.05%) Computer Science
2 6 (15.79%) Fixed Income
2 6 (15.79%) Hedge funds
3 5 (13.16%) Analytical Skills
4 3 (7.89%) Smart Energy
5 2 (5.26%) Algorithms
6 1 (2.63%) Derivative
6 1 (2.63%) Fintech
6 1 (2.63%) Social Media
6 1 (2.63%) Swaptions
Operating Systems
1 1 (2.63%) Linux
1 1 (2.63%) Windows
Processes & Methodologies
1 12 (31.58%) Statistics
2 11 (28.95%) Machine Learning
3 10 (26.32%) Data Modelling
3 10 (26.32%) Mathematics
4 9 (23.68%) OO
5 8 (21.05%) Agile Software Development
5 8 (21.05%) Software Engineering
5 8 (21.05%) TDD
6 6 (15.79%) Kanban
6 6 (15.79%) Scrum
7 5 (13.16%) Analytics
7 5 (13.16%) Systematic Trading
8 4 (10.53%) E-Commerce
9 3 (7.89%) Memory Management
9 3 (7.89%) OOP
9 3 (7.89%) Regression Analysis
9 3 (7.89%) Regression Testing
10 2 (5.26%) MapReduce
10 2 (5.26%) Pair Programming
11 1 (2.63%) Data Analysis
Programming Languages
1 38 (100.00%) Python
2 11 (28.95%) Scala
3 9 (23.68%) R
4 7 (18.42%) Java
4 7 (18.42%) SQL
5 5 (13.16%) C++
6 3 (7.89%) C#
6 3 (7.89%) JavaScript
6 3 (7.89%) TypeScript
7 2 (5.26%) MATLAB
Qualifications
1 8 (21.05%) PhD
System Software
1 1 (2.63%) Apache Flume
Vendors
1 2 (5.26%) Tableau
2 1 (2.63%) Google
London
G2 Recruitment Solutions
Rate: Market rates
Posted: 6 days ago