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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
SciPy
Rank 585 607 659
Rank change year-on-year
+22 +52
Permanent jobs citing SciPy 60 54 41
As % of all permanent IT jobs located in London 0.15% 0.12% 0.083%
As % of the Libraries, Frameworks & Software Standards category 0.37% 0.32% 0.21%
Number of salaries quoted 60 46 40
Median salary £80,000 £75,000 £65,000
Median salary % change year-on-year
+6.66% +15.38%
90% offered a salary of more than £47,000 £47,500 £52,500
10% offered a salary of more than £120,000 £90,000 £85,000
UK excluding London median salary £45,000 £29,000 £42,500
% change year-on-year
+55.17% -31.76%
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
16120 16737 19513
As % of all permanent IT jobs located in London 40.29% 37.89% 39.51%
Number of salaries quoted 14239 14426 16826
Median salary £55,000 £55,000 £52,500
Median salary % change year-on-year
- +4.76%
90% offered a salary of more than £37,975 £35,000 £35,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £40,000 £40,000 £40,000

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 28 June 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 28 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +44 1 £82,500 +10.00% 3
Hammersmith - 1 £40,000 -
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 28 June 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.

1 139 (98.58%) Python
2 106 (75.18%) NumPy
3 96 (68.09%) Pandas
4 85 (60.28%) Finance
5 83 (58.87%) Computer Science
6 66 (46.81%) PhD
7 64 (45.39%) SQL
8 59 (41.84%) Analytical Skills
9 58 (41.13%) Visualisation
10 55 (39.01%) Analytics
11 50 (35.46%) Mathematics
12 49 (34.75%) R
13 48 (34.04%) Machine Learning
13 48 (34.04%) Algorithms
13 48 (34.04%) Degree
14 45 (31.91%) Statistics
14 45 (31.91%) MongoDB
15 44 (31.21%) Amazon AWS
15 44 (31.21%) C++
16 43 (30.50%) Big Data
16 43 (30.50%) scikit-learn
17 42 (29.79%) Linux
18 39 (27.66%) PostgreSQL
18 39 (27.66%) Unit Testing
18 39 (27.66%) Continuous Integration
19 38 (26.95%) Open Source
19 38 (26.95%) D3.js
20 36 (25.53%) Hadoop
21 34 (24.11%) Git (software)
21 34 (24.11%) Data Visualisation

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 29 (20.57%) Apache Pig
2 27 (19.15%) Apache Spark
3 17 (12.06%) Apache
4 10 (7.09%) SAS
5 9 (6.38%) IPython
5 9 (6.38%) Jupyter
6 3 (2.13%) Elasticsearch
7 1 (0.71%) Apache Solr
7 1 (0.71%) Confluence
Applications
1 9 (6.38%) SPSS
2 7 (4.96%) MS Excel
3 4 (2.84%) Weka
4 3 (2.13%) Mathematica
Cloud Services
1 44 (31.21%) Amazon AWS
2 31 (21.99%) Amazon EC2
3 28 (19.86%) Amazon S3
4 24 (17.02%) Amazon EMR
5 7 (4.96%) Amazon Kinesis
6 4 (2.84%) Route 53
7 3 (2.13%) AWS Elastic Beanstalk
8 1 (0.71%) SaaS
Communications & Networking
1 4 (2.84%) TCP/IP
2 1 (0.71%) AMQP
2 1 (0.71%) Internet
2 1 (0.71%) IPv4
2 1 (0.71%) MQTT
2 1 (0.71%) Wi-Fi
Database & Business Intelligence
1 45 (31.91%) MongoDB
2 43 (30.50%) Big Data
3 39 (27.66%) PostgreSQL
4 36 (25.53%) Hadoop
5 34 (24.11%) Apache Hive
6 25 (17.73%) Data Mining
6 25 (17.73%) Mahout
6 25 (17.73%) Neo4j
6 25 (17.73%) NoSQL
7 24 (17.02%) Impala
8 16 (11.35%) Amazon Redshift
8 16 (11.35%) SQL Server
9 10 (7.09%) Data Warehouse
9 10 (7.09%) KDB
9 10 (7.09%) MySQL
10 7 (4.96%) QlikView
11 6 (4.26%) Relational Database
12 2 (1.42%) CouchDB
12 2 (1.42%) Oracle Database
12 2 (1.42%) Redis
Development Applications
1 34 (24.11%) Git (software)
2 24 (17.02%) Jenkins
2 24 (17.02%) Vagrant
2 24 (17.02%) Yeoman
3 11 (7.80%) Maven
4 4 (2.84%) GDB
4 4 (2.84%) Valgrind
5 1 (0.71%) Bitbucket
5 1 (0.71%) Cucumber
5 1 (0.71%) JIRA
5 1 (0.71%) Selenium
5 1 (0.71%) WebDriver
General
1 85 (60.28%) Finance
2 27 (19.15%) Front Office
3 16 (11.35%) Retail
3 16 (11.35%) Telecoms
4 15 (10.64%) Banking
5 13 (9.22%) Manufacturing
6 7 (4.96%) Games
6 7 (4.96%) Marketing
7 4 (2.84%) Advertising
8 2 (1.42%) Investment Banking
Job Titles
1 67 (47.52%) Developer
2 47 (33.33%) Python Developer
3 44 (31.21%) Data Scientist
4 29 (20.57%) C++ Developer
5 18 (12.77%) Quantitative Developer
6 14 (9.93%) Linux Developer
7 13 (9.22%) Analytics Consultant
7 13 (9.22%) Consultant
7 13 (9.22%) Data Analytics Consultant
7 13 (9.22%) Data Consultant
8 10 (7.09%) Senior Data Scientist
9 9 (6.38%) Analyst
9 9 (6.38%) C++ Quantitative Developer
9 9 (6.38%) Head of IT
10 7 (4.96%) Head of Data Management
10 7 (4.96%) Machine Learning Scientist
10 7 (4.96%) Senior Analyst
11 6 (4.26%) Data Analyst
11 6 (4.26%) Junior
11 6 (4.26%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 106 (75.18%) NumPy
2 96 (68.09%) Pandas
3 43 (30.50%) scikit-learn
4 38 (26.95%) D3.js
5 27 (19.15%) Natural Language Processing
6 24 (17.02%) Cascalog
7 13 (9.22%) Boost C++ Libraries
7 13 (9.22%) STL
8 11 (7.80%) AngularJS
9 10 (7.09%) Esper
9 10 (7.09%) Pyramid
10 8 (5.67%) Matplotlib
11 6 (4.26%) Django
12 5 (3.55%) Celery
13 4 (2.84%) .NET
13 4 (2.84%) Flask
13 4 (2.84%) Node.js
13 4 (2.84%) Web Services
14 3 (2.13%) ASP.NET
14 3 (2.13%) WCF
Miscellaneous
1 83 (58.87%) Computer Science
2 59 (41.84%) Analytical Skills
3 58 (41.13%) Visualisation
4 50 (35.46%) Mathematics
5 48 (34.04%) Algorithms
6 45 (31.91%) Statistics
7 31 (21.99%) Physics
8 23 (16.31%) Hedge funds
9 11 (7.80%) Client/Server
9 11 (7.80%) Fintech
10 9 (6.38%) Artificial Intelligence
11 6 (4.26%) Blog
12 4 (2.84%) Applied Mathematics
12 4 (2.84%) Derivative
12 4 (2.84%) Economics
12 4 (2.84%) Mobile App
13 3 (2.13%) Data Structures
13 3 (2.13%) Neural Network
14 2 (1.42%) Equity Derivative
14 2 (1.42%) Fixed Income
Operating Systems
1 42 (29.79%) Linux
2 1 (0.71%) Android
2 1 (0.71%) Apple iOS
2 1 (0.71%) Unix
Processes & Methodologies
1 55 (39.01%) Analytics
2 48 (34.04%) Machine Learning
3 39 (27.66%) Continuous Integration
3 39 (27.66%) Unit Testing
4 38 (26.95%) Open Source
5 34 (24.11%) Data Visualisation
6 33 (23.40%) Data Analysis
7 31 (21.99%) Time Series Analysis
8 30 (21.28%) Statistical Analysis
9 28 (19.86%) Software Engineering
10 26 (18.44%) Data Analytics
10 26 (18.44%) Data Munging
10 26 (18.44%) User Stories
11 21 (14.89%) Algorithmic Trading
12 20 (14.18%) Low Latency
13 18 (12.77%) OO
14 17 (12.06%) Agile Software Development
15 16 (11.35%) Operations Research
16 13 (9.22%) Bioinformatics
16 13 (9.22%) Systematic Trading
Programming Languages
1 139 (98.58%) Python
2 64 (45.39%) SQL
3 49 (34.75%) R
4 44 (31.21%) C++
5 29 (20.57%) Clojure
6 24 (17.02%) Bash Shell
6 24 (17.02%) Java
6 24 (17.02%) VBA
7 18 (12.77%) C
8 12 (8.51%) Cython
8 12 (8.51%) MATLAB
9 6 (4.26%) C#
10 5 (3.55%) JavaScript
10 5 (3.55%) Scala
11 3 (2.13%) Haskell
11 3 (2.13%) Perl
12 2 (1.42%) Ruby
13 1 (0.71%) Julia
13 1 (0.71%) Lua
13 1 (0.71%) Shell Script
Qualifications
1 66 (46.81%) PhD
2 48 (34.04%) Degree
3 1 (0.71%) SC Cleared
3 1 (0.71%) Security Cleared
System Software
1 24 (17.02%) Virtual Machines
1 24 (17.02%) VirtualBox
2 3 (2.13%) Docker
Systems Management
1 1 (0.71%) EMC NetWorker
Vendors
1 18 (12.77%) Oracle
2 17 (12.06%) Tableau
3 10 (7.09%) Facebook
4 3 (2.13%) Microsoft
5 2 (1.42%) Greenplum
5 2 (1.42%) Hortonworks
5 2 (1.42%) Sybase
6 1 (0.71%) Google
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 3 days ago
London
Harrington Starr
Salary: £100000 - £120000 per annum + Benefits + Bonus
Posted: 5 days ago
City, London
Harrington Starr
Salary: £60000 - £120000 per annum + Bonus and Benefits and Training
Posted: 3 days ago
City of London
Huxley
Salary: competitive
Posted: 22 days ago
London
Client Server
Salary: £40k to £45k + options
Posted: 21 days ago