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 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
SciPy
England / London
Rank 531 551 616
Rank change year-on-year
+20 +65
Permanent jobs citing SciPy 45 87 28
As % of all permanent IT jobs located in London 0.14% 0.21% 0.068%
As % of the Libraries, Frameworks & Software Standards category 0.34% 0.56% 0.19%
Number of salaries quoted 42 72 24
Median salary £95,000 £70,000 £65,000
Median salary % change year-on-year
+35.71% +7.69%
90% offered a salary of more than £65,250 £38,250 £44,000
10% offered a salary of more than £110,000 £92,250 £115,000
UK excluding London median salary £46,000 £62,500 -
% change year-on-year
-26.40% -

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
13172 15627 14763
As % of all permanent IT jobs located in London 39.88% 38.44% 35.90%
Number of salaries quoted 11486 13629 12635
Median salary £57,500 £55,000 £54,000
Median salary % change year-on-year
+4.54% +1.85%
90% offered a salary of more than £37,500 £37,500 £35,000
10% offered a salary of more than £80,000 £72,500 £80,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 22 January 2017.

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 22 January 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +59 17 £75,000 -4.76% 2
Canary Wharf - 1 £85,000 -
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 22 January 2017, 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 82 (100.00%) Python
2 73 (89.02%) NumPy
3 53 (64.63%) Pandas
4 48 (58.54%) Finance
5 36 (43.90%) SQL
6 35 (42.68%) C++
6 35 (42.68%) Linux
7 34 (41.46%) PhD
8 30 (36.59%) MongoDB
9 27 (32.93%) Computer Science
10 26 (31.71%) Continuous Integration
10 26 (31.71%) Machine Learning
11 24 (29.27%) OO
12 23 (28.05%) Java
13 22 (26.83%) Unit Testing
13 22 (26.83%) Hedge funds
13 22 (26.83%) Algorithms
14 21 (25.61%) Degree
15 20 (24.39%) NoSQL
15 20 (24.39%) Agile Software Development
15 20 (24.39%) TDD
15 20 (24.39%) IPython
16 19 (23.17%) R
17 18 (21.95%) Software Engineering
17 18 (21.95%) C
17 18 (21.95%) scikit-learn
17 18 (21.95%) Pyramid
17 18 (21.95%) D3.js
18 17 (20.73%) Refactoring
18 17 (20.73%) Hadoop

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 20 (24.39%) IPython
2 11 (13.41%) Apache Spark
3 6 (7.32%) Apache
3 6 (7.32%) Apache Pig
4 4 (4.88%) SAS
5 2 (2.44%) Jupyter
6 1 (1.22%) Elasticsearch
Applications
1 5 (6.10%) GNU Octave
2 1 (1.22%) SPSS
Business Applications
1 1 (1.22%) Front Arena
Cloud Services
1 10 (12.20%) Amazon AWS
2 8 (9.76%) Amazon EC2
3 7 (8.54%) Amazon EMR
3 7 (8.54%) Amazon S3
4 3 (3.66%) GitHub
5 1 (1.22%) Amazon Kinesis
5 1 (1.22%) AWS Elastic Beanstalk
5 1 (1.22%) Google Analytics
5 1 (1.22%) Google Cloud Platform
Database & Business Intelligence
1 30 (36.59%) MongoDB
2 20 (24.39%) NoSQL
3 17 (20.73%) Hadoop
4 14 (17.07%) Big Data
5 13 (15.85%) PostgreSQL
6 9 (10.98%) Apache Hive
7 8 (9.76%) Data Mining
8 6 (7.32%) Impala
8 6 (7.32%) Mahout
8 6 (7.32%) Neo4j
9 5 (6.10%) KDB
9 5 (6.10%) MySQL
9 5 (6.10%) Relational Database
10 4 (4.88%) SQL Server
11 3 (3.66%) Amazon Redshift
12 2 (2.44%) Apache Cassandra
12 2 (2.44%) Sqoop
13 1 (1.22%) BigQuery
13 1 (1.22%) Data Warehouse
Development Applications
1 17 (20.73%) Git (software)
2 11 (13.41%) Mercurial
3 8 (9.76%) Maven
4 6 (7.32%) Jenkins
4 6 (7.32%) Vagrant
4 6 (7.32%) Yeoman
5 3 (3.66%) Team Foundation Server
General
1 48 (58.54%) Finance
2 7 (8.54%) Front Office
3 6 (7.32%) Banking
4 5 (6.10%) Manufacturing
4 5 (6.10%) Retail
4 5 (6.10%) Telecoms
5 3 (3.66%) Financial Institution
6 1 (1.22%) Back Office
6 1 (1.22%) Games
Job Titles
1 45 (54.88%) Developer
2 43 (52.44%) Python Developer
3 24 (29.27%) Data Scientist
4 9 (10.98%) Machine Learning Scientist
5 7 (8.54%) Quantitative Developer
5 7 (8.54%) Senior Data Scientist
6 6 (7.32%) Analytics Manager
6 6 (7.32%) Data Manager
7 5 (6.10%) Analytics Consultant
7 5 (6.10%) Consultant
7 5 (6.10%) Data Analytics Consultant
7 5 (6.10%) Data Analytics Manager
7 5 (6.10%) Data Consultant
7 5 (6.10%) Senior Analytics Manager
7 5 (6.10%) Senior Consultant
7 5 (6.10%) Senior Manager
8 3 (3.66%) C++ Developer
8 3 (3.66%) DevOps Engineer
8 3 (3.66%) Linux Engineer
8 3 (3.66%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 73 (89.02%) NumPy
2 53 (64.63%) Pandas
3 18 (21.95%) D3.js
3 18 (21.95%) Pyramid
3 18 (21.95%) scikit-learn
4 12 (14.63%) Highcharts JS
5 11 (13.41%) Matplotlib
6 8 (9.76%) AngularJS
6 8 (9.76%) Django
7 7 (8.54%) Boost C++ Libraries
7 7 (8.54%) Esper
7 7 (8.54%) Natural Language Processing
7 7 (8.54%) STL
8 6 (7.32%) Cascalog
9 4 (4.88%) Celery
9 4 (4.88%) Flask
9 4 (4.88%) Theano
10 3 (3.66%) SQLAlchemy
11 2 (2.44%) TensorFlow
12 1 (1.22%) PyMC3
Miscellaneous
1 27 (32.93%) Computer Science
2 22 (26.83%) Algorithms
2 22 (26.83%) Hedge funds
3 14 (17.07%) Visualisation
4 10 (12.20%) Data Structures
5 9 (10.98%) Fintech
6 8 (9.76%) Analytical Skills
6 8 (9.76%) Statistics
7 7 (8.54%) Mathematics
8 4 (4.88%) Artificial Intelligence
8 4 (4.88%) Physics
9 3 (3.66%) Clustering
9 3 (3.66%) PMI
10 2 (2.44%) Biometrics
10 2 (2.44%) Equities
10 2 (2.44%) Foreign Exchange (FX)
11 1 (1.22%) Contract for Difference
11 1 (1.22%) Credit Risk
11 1 (1.22%) Derivative
11 1 (1.22%) Economics
Operating Systems
1 35 (42.68%) Linux
2 16 (19.51%) Windows
3 12 (14.63%) Unix
4 1 (1.22%) CentOS
4 1 (1.22%) Debian
4 1 (1.22%) Red Hat Enterprise Linux
4 1 (1.22%) Ubuntu
Processes & Methodologies
1 26 (31.71%) Continuous Integration
1 26 (31.71%) Machine Learning
2 24 (29.27%) OO
3 22 (26.83%) Unit Testing
4 20 (24.39%) Agile Software Development
4 20 (24.39%) TDD
5 18 (21.95%) Software Engineering
6 17 (20.73%) Refactoring
7 15 (18.29%) Analytics
8 14 (17.07%) Data Analysis
9 13 (15.85%) Open Source
10 12 (14.63%) High Availability
10 12 (14.63%) Multithreaded Programming
10 12 (14.63%) Multithreading
11 11 (13.41%) BDD
11 11 (13.41%) Web Development
12 10 (12.20%) Low Latency
12 10 (12.20%) Systematic Trading
13 9 (10.98%) High-Frequency Trading
14 8 (9.76%) Deep Learning
Programming Languages
1 82 (100.00%) Python
2 36 (43.90%) SQL
3 35 (42.68%) C++
4 23 (28.05%) Java
5 19 (23.17%) R
6 18 (21.95%) C
7 12 (14.63%) JavaScript
8 11 (13.41%) Bash Shell
9 10 (12.20%) C#
10 9 (10.98%) MATLAB
11 6 (7.32%) Clojure
11 6 (7.32%) Cypher
11 6 (7.32%) VBA
12 5 (6.10%) Scala
13 2 (2.44%) Cython
14 1 (1.22%) Erlang
14 1 (1.22%) Go
14 1 (1.22%) Haskell
14 1 (1.22%) Julia
14 1 (1.22%) Lua
Qualifications
1 34 (41.46%) PhD
2 21 (25.61%) Degree
3 3 (3.66%) PMI Certification
Quality Assurance & Compliance
1 1 (1.22%) Data Quality
System Software
1 6 (7.32%) Virtual Machines
1 6 (7.32%) VirtualBox
2 4 (4.88%) HDFS
3 2 (2.44%) Apache Flume
4 1 (1.22%) Docker
Vendors
1 12 (14.63%) Oracle
2 3 (3.66%) Cloudera
2 3 (3.66%) Hortonworks
2 3 (3.66%) IBM
2 3 (3.66%) Red Hat
3 2 (2.44%) Tableau
4 1 (1.22%) Google
4 1 (1.22%) MicroStrategy
Central London / West End
Client Server
Salary: £25k to £35k + benefits
Posted: Yesterday
London
Oliver Bernard
Salary: £80000 - £100000 per annum + bonus, shares
Posted: 3 days ago
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 4 days ago
London
OHO Group Ltd.
Salary: £55000 - £65000 per annum
Posted: 9 days ago
City, London
Quant Capital
Salary: Up to £80,000 per annum + benefits
Posted: 4 days ago
London
Data Inc UK Ltd
Salary: Competitive
Posted: 5 days ago