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

3 months to
28 Aug 2016
Same period 2015 Same period 2014
SciPy
Rank 571 597 626
Rank change year-on-year
+26 +29
Permanent jobs citing SciPy 41 60 33
As % of all permanent IT jobs located in London 0.11% 0.14% 0.070%
As % of the Libraries, Frameworks & Software Standards category 0.26% 0.37% 0.18%
Number of salaries quoted 41 58 32
Median salary £95,000 £80,000 £70,000
Median salary % change year-on-year
+18.75% +14.28%
90% offered a salary of more than £60,000 £49,250 £52,750
10% offered a salary of more than £115,000 £87,500 £107,000
UK excluding London median salary - £35,000 £52,500
% change year-on-year
- -33.33%
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
15641 16282 18079
As % of all permanent IT jobs located in London 40.46% 37.00% 38.40%
Number of salaries quoted 13815 13942 15460
Median salary £57,500 £55,000 £52,500
Median salary % change year-on-year
+4.54% +4.76%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £80,000 £70,000 £77,500
UK excluding London median salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -

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 August 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 August 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 +46 4 £97,500 +30.00%
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 28 August 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.

1 111 (100.00%) Python
2 79 (71.17%) NumPy
3 78 (70.27%) Pandas
4 67 (60.36%) Finance
5 54 (48.65%) Computer Science
6 51 (45.95%) PhD
7 48 (43.24%) Visualisation
8 45 (40.54%) Analytical Skills
9 44 (39.64%) SQL
10 43 (38.74%) Machine Learning
11 41 (36.94%) scikit-learn
12 40 (36.04%) MongoDB
12 40 (36.04%) Analytics
13 38 (34.23%) Continuous Integration
14 37 (33.33%) Amazon AWS
15 36 (32.43%) R
16 35 (31.53%) Degree
16 35 (31.53%) C++
17 34 (30.63%) Linux
17 34 (30.63%) Unit Testing
17 34 (30.63%) Algorithms
18 33 (29.73%) Data Visualisation
18 33 (29.73%) Open Source
19 32 (28.83%) Git (software)
19 32 (28.83%) PostgreSQL
19 32 (28.83%) D3.js
20 31 (27.93%) Big Data
20 31 (27.93%) Hadoop
20 31 (27.93%) Amazon EC2
20 31 (27.93%) Data Analysis

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 24 (21.62%) Apache Pig
2 19 (17.12%) Apache Spark
3 14 (12.61%) Apache
4 13 (11.71%) IPython
5 10 (9.01%) Jupyter
6 7 (6.31%) SAS
7 3 (2.70%) Elasticsearch
8 1 (0.90%) Confluence
Applications
1 6 (5.41%) SPSS
2 4 (3.60%) MS Excel
2 4 (3.60%) Weka
Cloud Services
1 37 (33.33%) Amazon AWS
2 31 (27.93%) Amazon EC2
3 27 (24.32%) Amazon S3
4 23 (20.72%) Amazon EMR
5 8 (7.21%) Amazon Kinesis
6 4 (3.60%) AWS Elastic Beanstalk
6 4 (3.60%) Route 53
Communications & Networking
1 4 (3.60%) TCP/IP
2 1 (0.90%) AMQP
2 1 (0.90%) Internet
2 1 (0.90%) IPv4
2 1 (0.90%) MQTT
2 1 (0.90%) Wi-Fi
Database & Business Intelligence
1 40 (36.04%) MongoDB
2 32 (28.83%) PostgreSQL
3 31 (27.93%) Big Data
3 31 (27.93%) Hadoop
4 26 (23.42%) Apache Hive
5 24 (21.62%) Neo4j
6 23 (20.72%) Impala
6 23 (20.72%) Mahout
7 22 (19.82%) Data Mining
8 12 (10.81%) NoSQL
8 12 (10.81%) SQL Server
9 11 (9.91%) MySQL
10 9 (8.11%) Amazon Redshift
11 8 (7.21%) Data Warehouse
12 7 (6.31%) KDB
12 7 (6.31%) QlikView
12 7 (6.31%) Relational Database
13 2 (1.80%) CouchDB
13 2 (1.80%) Oracle Database
Development Applications
1 32 (28.83%) Git (software)
2 23 (20.72%) Jenkins
2 23 (20.72%) Vagrant
2 23 (20.72%) Yeoman
3 8 (7.21%) Maven
4 4 (3.60%) GDB
4 4 (3.60%) Valgrind
5 1 (0.90%) Bitbucket
5 1 (0.90%) Cucumber
5 1 (0.90%) JIRA
5 1 (0.90%) Selenium
5 1 (0.90%) WebDriver
General
1 67 (60.36%) Finance
2 21 (18.92%) Front Office
3 15 (13.51%) Banking
4 13 (11.71%) Retail
4 13 (11.71%) Telecoms
5 12 (10.81%) Manufacturing
6 8 (7.21%) Games
7 2 (1.80%) Investment Banking
Job Titles
1 51 (45.95%) Developer
2 38 (34.23%) Data Scientist
3 36 (32.43%) Python Developer
4 22 (19.82%) C++ Developer
5 14 (12.61%) Quantitative Developer
6 12 (10.81%) Analytics Consultant
6 12 (10.81%) Consultant
6 12 (10.81%) Data Analytics Consultant
6 12 (10.81%) Data Consultant
6 12 (10.81%) Machine Learning Scientist
7 10 (9.01%) Head of IT
8 9 (8.11%) C++ Quantitative Developer
8 9 (8.11%) Senior Data Scientist
9 8 (7.21%) Linux Developer
10 7 (6.31%) Head of Data Management
11 6 (5.41%) Algorithmic Trading Developer
11 6 (5.41%) C++ Developer - Algorithmic Trading
11 6 (5.41%) Data Manager
12 5 (4.50%) Data Engineer
12 5 (4.50%) Senior Developer
Libraries, Frameworks & Software Standards
1 79 (71.17%) NumPy
2 78 (70.27%) Pandas
3 41 (36.94%) scikit-learn
4 32 (28.83%) D3.js
5 25 (22.52%) Natural Language Processing
6 23 (20.72%) Cascalog
7 12 (10.81%) Boost C++ Libraries
7 12 (10.81%) STL
8 9 (8.11%) AngularJS
9 8 (7.21%) Django
9 8 (7.21%) Esper
9 8 (7.21%) Matplotlib
9 8 (7.21%) Pyramid
10 7 (6.31%) Celery
11 4 (3.60%) .NET
11 4 (3.60%) Flask
11 4 (3.60%) Theano
11 4 (3.60%) Web Services
12 3 (2.70%) ASP.NET
12 3 (2.70%) WCF
Miscellaneous
1 54 (48.65%) Computer Science
2 48 (43.24%) Visualisation
3 45 (40.54%) Analytical Skills
4 34 (30.63%) Algorithms
5 30 (27.03%) Mathematics
6 27 (24.32%) Statistics
7 21 (18.92%) Physics
8 20 (18.02%) Hedge funds
9 13 (11.71%) Fintech
10 7 (6.31%) Client/Server
11 6 (5.41%) Artificial Intelligence
12 4 (3.60%) Derivative
13 3 (2.70%) Equities
13 3 (2.70%) Foreign Exchange (FX)
14 2 (1.80%) Biometrics
14 2 (1.80%) Data Structures
14 2 (1.80%) Equity Derivative
14 2 (1.80%) Fixed Income
14 2 (1.80%) Neural Network
15 1 (0.90%) Mobile App
Operating Systems
1 34 (30.63%) Linux
2 3 (2.70%) Unix
3 1 (0.90%) Android
3 1 (0.90%) Apple iOS
Processes & Methodologies
1 43 (38.74%) Machine Learning
2 40 (36.04%) Analytics
3 38 (34.23%) Continuous Integration
4 34 (30.63%) Unit Testing
5 33 (29.73%) Data Visualisation
5 33 (29.73%) Open Source
6 31 (27.93%) Data Analysis
7 29 (26.13%) Time Series Analysis
8 26 (23.42%) Statistical Analysis
9 24 (21.62%) Data Analytics
9 24 (21.62%) Data Munging
9 24 (21.62%) User Stories
10 23 (20.72%) Computer Vision
10 23 (20.72%) Sentiment Analysis
10 23 (20.72%) Software Engineering
11 17 (15.32%) OO
12 16 (14.41%) Agile Software Development
13 15 (13.51%) Low Latency
14 13 (11.71%) Algorithmic Trading
15 12 (10.81%) Bioinformatics
Programming Languages
1 111 (100.00%) Python
2 44 (39.64%) SQL
3 36 (32.43%) R
4 35 (31.53%) C++
5 26 (23.42%) Clojure
6 23 (20.72%) Bash Shell
6 23 (20.72%) Cypher
6 23 (20.72%) VBA
7 16 (14.41%) Java
8 13 (11.71%) C
9 10 (9.01%) MATLAB
10 6 (5.41%) Cython
11 5 (4.50%) C#
12 4 (3.60%) JavaScript
13 3 (2.70%) Scala
14 2 (1.80%) Haskell
14 2 (1.80%) Lua
15 1 (0.90%) Julia
15 1 (0.90%) Ruby
Qualifications
1 51 (45.95%) PhD
2 35 (31.53%) Degree
3 1 (0.90%) PMI Certification
System Software
1 23 (20.72%) Virtual Machines
1 23 (20.72%) VirtualBox
2 4 (3.60%) Docker
2 4 (3.60%) HDFS
Vendors
1 13 (11.71%) Tableau
2 12 (10.81%) Oracle
3 2 (1.80%) Facebook
4 1 (0.90%) Cloudera
4 1 (0.90%) Google
4 1 (0.90%) Hortonworks
4 1 (0.90%) MicroStrategy
London
TEKsystems
Salary: £50000 - £95000 per annum + Bonus
Posted: 2 days ago