The table below looks at the statistics for SciPy skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited SciPy over the 3 months to 29 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 May 2016
Same period 2015 Same period 2014
SciPy
Rank 564 620 648
Rank change year-on-year
+56 +28
Permanent jobs citing SciPy 68 56 54
As % of all permanent IT jobs located in London 0.17% 0.13% 0.11%
As % of the Libraries, Frameworks & Software Standards category 0.43% 0.33% 0.27%
Number of salaries quoted 67 43 47
Median salary £80,000 £80,000 £65,000
Median salary % change year-on-year
- +23.07%
90% offered a salary of more than £49,000 £41,000 £50,000
10% offered a salary of more than £120,000 £95,000 £81,000
UK excluding London median salary £45,000 £29,000 £32,500
% change year-on-year
+55.17% -10.76%
SciPy
England

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the London region.

Libraries, Frameworks & Software Standards Category
London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
15976 16758 19895
As % of all permanent IT jobs located in London 39.62% 37.69% 40.11%
Number of salaries quoted 14031 14311 17031
Median salary £55,000 £52,500 £52,500
Median salary % change year-on-year
+4.76% -
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

SciPy
Jobs Demand Trend in London

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

SciPy Jobs Demand Trend in London

SciPy
Salary Trend in London

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

SciPy Salary Trend in London

SciPy
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing SciPy across the London region over the 3 months to 29 May 2016.

SciPy Salary Histogram in London

SciPy
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SciPy within the London region over the 3 months to 29 May 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +63 8 £52,500 -8.69% 2
Mayfair - 3 £100,000 -
Hammersmith - 1 £40,000 -
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 29 May 2016, IT jobs citing SciPy also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for SciPy.

1 150 (98.68%) Python
2 123 (80.92%) NumPy
3 102 (67.11%) Pandas
4 88 (57.89%) Finance
4 88 (57.89%) Computer Science
5 64 (42.11%) PhD
6 62 (40.79%) Algorithms
7 60 (39.47%) Visualisation
8 59 (38.82%) Mathematics
9 57 (37.50%) SQL
10 52 (34.21%) C++
10 52 (34.21%) Linux
10 52 (34.21%) Degree
10 52 (34.21%) Analytical Skills
11 50 (32.89%) Statistics
12 49 (32.24%) Machine Learning
12 49 (32.24%) Analytics
13 44 (28.95%) MongoDB
14 43 (28.29%) R
15 42 (27.63%) Big Data
16 39 (25.66%) Open Source
17 38 (25.00%) Continuous Integration
18 37 (24.34%) Software Engineering
19 36 (23.68%) Hedge funds
20 35 (23.03%) Amazon AWS
20 35 (23.03%) scikit-learn
20 35 (23.03%) Unit Testing
20 35 (23.03%) Java
20 35 (23.03%) Front Office
21 32 (21.05%) Physics

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 26 (17.11%) Apache Spark
2 21 (13.82%) Apache Pig
3 14 (9.21%) Apache
4 9 (5.92%) SAS
5 8 (5.26%) IPython
5 8 (5.26%) Jupyter
6 4 (2.63%) Node.js
7 3 (1.97%) Elasticsearch
8 2 (1.32%) Apache Solr
Applications
1 8 (5.26%) SPSS
2 7 (4.61%) MS Excel
3 3 (1.97%) Mathematica
3 3 (1.97%) Weka
Cloud Services
1 35 (23.03%) Amazon AWS
2 22 (14.47%) Amazon EC2
3 19 (12.50%) Amazon S3
4 16 (10.53%) Amazon EMR
5 7 (4.61%) Amazon Kinesis
6 3 (1.97%) AWS Elastic Beanstalk
6 3 (1.97%) Route 53
7 1 (0.66%) Cloud Computing
7 1 (0.66%) SaaS
Communications & Networking
1 4 (2.63%) TCP/IP
Database & Business Intelligence
1 44 (28.95%) MongoDB
2 42 (27.63%) Big Data
3 31 (20.39%) Hadoop
3 31 (20.39%) PostgreSQL
4 29 (19.08%) NoSQL
5 27 (17.76%) Apache Hive
6 19 (12.50%) Data Mining
6 19 (12.50%) Mahout
7 17 (11.18%) Neo4j
8 16 (10.53%) Amazon Redshift
8 16 (10.53%) Impala
9 15 (9.87%) KDB
9 15 (9.87%) SQL Server
10 10 (6.58%) Data Warehouse
11 9 (5.92%) MySQL
12 7 (4.61%) QlikView
12 7 (4.61%) Relational Database
13 3 (1.97%) Flink
14 2 (1.32%) CouchDB
14 2 (1.32%) Redis
Development Applications
1 25 (16.45%) Git (software)
2 20 (13.16%) Maven
3 16 (10.53%) Jenkins
3 16 (10.53%) Vagrant
3 16 (10.53%) Yeoman
4 4 (2.63%) GDB
4 4 (2.63%) Valgrind
5 1 (0.66%) Cucumber
5 1 (0.66%) Selenium
5 1 (0.66%) WebDriver
General
1 88 (57.89%) Finance
2 35 (23.03%) Front Office
3 11 (7.24%) Retail
3 11 (7.24%) Telecoms
4 9 (5.92%) Marketing
5 8 (5.26%) Banking
5 8 (5.26%) Manufacturing
6 7 (4.61%) Games
7 4 (2.63%) Advertising
Job Titles
1 86 (56.58%) Developer
2 64 (42.11%) Python Developer
3 39 (25.66%) Data Scientist
4 30 (19.74%) C++ Developer
5 25 (16.45%) Quantitative Developer
6 19 (12.50%) Linux Developer
7 9 (5.92%) Analyst
8 8 (5.26%) Analytics Consultant
8 8 (5.26%) Consultant
8 8 (5.26%) Data Analytics Consultant
8 8 (5.26%) Data Consultant
8 8 (5.26%) Junior
9 7 (4.61%) C++ Quantitative Developer
9 7 (4.61%) Senior Analyst
9 7 (4.61%) Software Developer
10 6 (3.95%) Data Analyst
10 6 (3.95%) Head of Data Management
10 6 (3.95%) Head of IT
10 6 (3.95%) Junior Developer
10 6 (3.95%) Junior Python Developer
Libraries, Frameworks & Software Standards
1 123 (80.92%) NumPy
2 102 (67.11%) Pandas
3 35 (23.03%) scikit-learn
4 30 (19.74%) D3.js
5 20 (13.16%) Natural Language Processing
6 19 (12.50%) AngularJS
7 18 (11.84%) Esper
7 18 (11.84%) Pyramid
8 16 (10.53%) Cascalog
9 13 (8.55%) Boost C++ Libraries
9 13 (8.55%) STL
10 7 (4.61%) Matplotlib
11 6 (3.95%) Django
12 4 (2.63%) Celery
12 4 (2.63%) Flask
12 4 (2.63%) MLlib
12 4 (2.63%) Web Services
13 3 (1.97%) .NET
13 3 (1.97%) ASP.NET
13 3 (1.97%) Reactive Extensions
Miscellaneous
1 88 (57.89%) Computer Science
2 62 (40.79%) Algorithms
3 60 (39.47%) Visualisation
4 59 (38.82%) Mathematics
5 52 (34.21%) Analytical Skills
6 50 (32.89%) Statistics
7 36 (23.68%) Hedge funds
8 32 (21.05%) Physics
9 13 (8.55%) Client/Server
10 9 (5.92%) Fintech
11 8 (5.26%) Artificial Intelligence
12 6 (3.95%) Applied Mathematics
12 6 (3.95%) Blog
12 6 (3.95%) Data Structures
13 4 (2.63%) Economics
13 4 (2.63%) Management Information System
13 4 (2.63%) Neural Network
14 3 (1.97%) Derivative
14 3 (1.97%) Mobile App
15 2 (1.32%) Fixed Income
Operating Systems
1 52 (34.21%) Linux
Processes & Methodologies
1 49 (32.24%) Analytics
1 49 (32.24%) Machine Learning
2 39 (25.66%) Open Source
3 38 (25.00%) Continuous Integration
4 37 (24.34%) Software Engineering
5 35 (23.03%) Unit Testing
6 30 (19.74%) Agile Software Development
7 29 (19.08%) Time Series Analysis
8 27 (17.76%) Algorithmic Trading
8 27 (17.76%) Data Visualisation
9 24 (15.79%) Systematic Trading
10 23 (15.13%) Data Analysis
10 23 (15.13%) Low Latency
10 23 (15.13%) OO
11 22 (14.47%) Data Acquisition
11 22 (14.47%) Quantitative Trading
11 22 (14.47%) Statistical Analysis
12 19 (12.50%) Data Analytics
13 18 (11.84%) Data Munging
13 18 (11.84%) User Stories
Programming Languages
1 150 (98.68%) Python
2 57 (37.50%) SQL
3 52 (34.21%) C++
4 43 (28.29%) R
5 35 (23.03%) Java
6 25 (16.45%) C
7 22 (14.47%) Clojure
8 16 (10.53%) Bash Shell
8 16 (10.53%) VBA
9 12 (7.89%) Cython
10 11 (7.24%) MATLAB
11 8 (5.26%) Scala
12 7 (4.61%) C#
13 5 (3.29%) JavaScript
14 4 (2.63%) Haskell
15 3 (1.97%) Perl
15 3 (1.97%) Shell Script
16 2 (1.32%) Ruby
17 1 (0.66%) Julia
Qualifications
1 64 (42.11%) PhD
2 52 (34.21%) Degree
3 1 (0.66%) SC Cleared
3 1 (0.66%) Security Cleared
System Software
1 16 (10.53%) VirtualBox
2 3 (1.97%) Docker
Systems Management
1 3 (1.97%) EMC NetWorker
Vendors
1 24 (15.79%) Oracle
2 16 (10.53%) Tableau
3 10 (6.58%) Facebook
4 3 (1.97%) Microsoft
5 2 (1.32%) Greenplum
5 2 (1.32%) Hortonworks
5 2 (1.32%) Sybase
6 1 (0.66%) Google
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 2 days ago
City, London
Client Server
Salary: £85k to £100k + bonus + benefits
Posted: 3 days ago
London
Client Server
Salary: £85k to £100k + bonus + benefits
Posted: 3 days ago
London
Caspian One Ltd
Salary: £75000.00 - £145000.00 per annum + Bonus & Benefits
Posted: 3 days ago
Central London / West End
Client Server
Salary: £40k to £45k + options
Posted: 6 days ago
City, London
Harrington Starr
Salary: £60000 - £120000 per annum + Bonus and Benefits and Training
Posted: 6 days ago
London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 11 days ago
London
Client Server
Salary: £30,000 to £45,000 + options
Posted: 16 days ago
London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 19 days ago