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 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
SciPy
England / London
Rank 531 568 610
Rank change year-on-year
+37 +42
Permanent jobs citing SciPy 43 85 35
As % of all permanent IT jobs located in London 0.13% 0.21% 0.084%
As % of the Libraries, Frameworks & Software Standards category 0.32% 0.52% 0.23%
Number of salaries quoted 41 75 30
Median salary £90,000 £72,500 £67,500
Median salary % change year-on-year
+24.13% +7.40%
90% offered a salary of more than £60,000 £45,000 £47,500
10% offered a salary of more than £110,000 £92,500 £115,000
UK excluding London median salary £47,000 £32,000 -
% change year-on-year
+46.87% -

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
13292 16209 15102
As % of all permanent IT jobs located in London 39.77% 39.40% 36.08%
Number of salaries quoted 11548 14133 12889
Median salary £57,500 £55,000 £55,000
Median salary % change year-on-year
+4.54% -
90% offered a salary of more than £37,500 £37,500 £35,000
10% offered a salary of more than £80,000 £72,500 £77,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 24 February 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 24 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +41 9 £70,000 -6.66%
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 24 February 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 78 (100.00%) Python
2 71 (91.03%) NumPy
3 54 (69.23%) Pandas
4 52 (66.67%) Finance
5 42 (53.85%) SQL
6 38 (48.72%) C++
7 34 (43.59%) Linux
8 33 (42.31%) PhD
8 33 (42.31%) Computer Science
9 27 (34.62%) MongoDB
9 27 (34.62%) OO
10 26 (33.33%) Continuous Integration
11 25 (32.05%) Mathematics
11 25 (32.05%) Unit Testing
12 24 (30.77%) Java
12 24 (30.77%) TDD
13 23 (29.49%) NoSQL
13 23 (29.49%) Machine Learning
14 22 (28.21%) Hedge funds
15 21 (26.92%) Degree
15 21 (26.92%) Algorithms
16 20 (25.64%) Pyramid
16 20 (25.64%) Git (software)
16 20 (25.64%) D3.js
16 20 (25.64%) Agile Software Development
16 20 (25.64%) Software Engineering
16 20 (25.64%) Windows
17 18 (23.08%) Refactoring
18 17 (21.79%) IPython
19 16 (20.51%) Oracle

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 17 (21.79%) IPython
2 10 (12.82%) Apache Spark
3 5 (6.41%) Apache
3 5 (6.41%) Apache Pig
4 3 (3.85%) SAS
5 1 (1.28%) Elasticsearch
5 1 (1.28%) Jupyter
Applications
1 5 (6.41%) GNU Octave
2 1 (1.28%) SPSS
Business Applications
1 1 (1.28%) Front Arena
Cloud Services
1 8 (10.26%) Amazon AWS
2 6 (7.69%) Amazon EC2
2 6 (7.69%) Amazon EMR
2 6 (7.69%) Amazon S3
3 3 (3.85%) GitHub
4 1 (1.28%) Google Analytics
4 1 (1.28%) Google Cloud Platform
Database & Business Intelligence
1 27 (34.62%) MongoDB
2 23 (29.49%) NoSQL
3 13 (16.67%) Big Data
4 12 (15.38%) Hadoop
5 8 (10.26%) Apache Hive
5 8 (10.26%) PostgreSQL
6 6 (7.69%) Data Mining
7 5 (6.41%) Impala
7 5 (6.41%) Mahout
7 5 (6.41%) Neo4j
8 4 (5.13%) KDB
8 4 (5.13%) Relational Database
9 3 (3.85%) SQL Server
10 2 (2.56%) Amazon Redshift
10 2 (2.56%) Apache Cassandra
10 2 (2.56%) MySQL
10 2 (2.56%) Sqoop
11 1 (1.28%) BigQuery
11 1 (1.28%) Blockchain
Development Applications
1 20 (25.64%) Git (software)
2 15 (19.23%) Mercurial
3 6 (7.69%) Maven
4 5 (6.41%) Jenkins
4 5 (6.41%) Vagrant
4 5 (6.41%) Yeoman
5 3 (3.85%) Team Foundation Server
General
1 52 (66.67%) Finance
2 5 (6.41%) Banking
2 5 (6.41%) Front Office
3 4 (5.13%) Manufacturing
3 4 (5.13%) Retail
3 4 (5.13%) Telecoms
4 3 (3.85%) Financial Institution
5 1 (1.28%) Back Office
Job Titles
1 46 (58.97%) Developer
2 44 (56.41%) Python Developer
3 20 (25.64%) Data Scientist
4 5 (6.41%) Analytics Manager
4 5 (6.41%) Data Manager
4 5 (6.41%) Machine Learning Scientist
4 5 (6.41%) Quantitative Developer
4 5 (6.41%) Senior Data Scientist
5 4 (5.13%) Analytics Consultant
5 4 (5.13%) Consultant
5 4 (5.13%) Data Analytics Consultant
5 4 (5.13%) Data Analytics Manager
5 4 (5.13%) Data Consultant
5 4 (5.13%) Senior Analytics Manager
5 4 (5.13%) Senior Consultant
5 4 (5.13%) Senior Manager
6 3 (3.85%) DevOps Engineer
6 3 (3.85%) Junior
6 3 (3.85%) Linux DevOps Engineer
6 3 (3.85%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 71 (91.03%) NumPy
2 54 (69.23%) Pandas
3 20 (25.64%) D3.js
3 20 (25.64%) Pyramid
4 15 (19.23%) Highcharts JS
4 15 (19.23%) Matplotlib
5 12 (15.38%) scikit-learn
6 7 (8.97%) Django
7 6 (7.69%) AngularJS
7 6 (7.69%) Natural Language Processing
8 5 (6.41%) Cascalog
8 5 (6.41%) Esper
9 4 (5.13%) Boost C++ Libraries
9 4 (5.13%) STL
10 3 (3.85%) Celery
10 3 (3.85%) Flask
10 3 (3.85%) SQLAlchemy
11 2 (2.56%) TensorFlow
12 1 (1.28%) Akka
12 1 (1.28%) React
Miscellaneous
1 33 (42.31%) Computer Science
2 22 (28.21%) Hedge funds
3 21 (26.92%) Algorithms
4 11 (14.10%) Data Structures
5 10 (12.82%) Fintech
6 9 (11.54%) Analytical Skills
7 2 (2.56%) Clustering
7 2 (2.56%) PMI
8 1 (1.28%) Credit Risk
8 1 (1.28%) Derivative
8 1 (1.28%) Digital Media
Operating Systems
1 34 (43.59%) Linux
2 20 (25.64%) Windows
3 11 (14.10%) Unix
4 1 (1.28%) CentOS
4 1 (1.28%) Debian
4 1 (1.28%) Red Hat Enterprise Linux
4 1 (1.28%) Ubuntu
Processes & Methodologies
1 27 (34.62%) OO
2 26 (33.33%) Continuous Integration
3 25 (32.05%) Mathematics
3 25 (32.05%) Unit Testing
4 24 (30.77%) TDD
5 23 (29.49%) Machine Learning
6 20 (25.64%) Agile Software Development
6 20 (25.64%) Software Engineering
7 18 (23.08%) Refactoring
8 15 (19.23%) BDD
8 15 (19.23%) Web Development
9 13 (16.67%) Analytics
9 13 (16.67%) Data Analysis
10 11 (14.10%) High Availability
10 11 (14.10%) Multithreaded Programming
10 11 (14.10%) Multithreading
10 11 (14.10%) Statistics
11 10 (12.82%) Open Source
11 10 (12.82%) Visualisation
12 8 (10.26%) Data Analytics
Programming Languages
1 78 (100.00%) Python
2 42 (53.85%) SQL
3 38 (48.72%) C++
4 24 (30.77%) Java
5 15 (19.23%) C
5 15 (19.23%) JavaScript
5 15 (19.23%) R
6 10 (12.82%) Bash Shell
6 10 (12.82%) C#
7 6 (7.69%) MATLAB
8 5 (6.41%) Clojure
8 5 (6.41%) Cypher
8 5 (6.41%) Scala
8 5 (6.41%) VBA
9 2 (2.56%) Cython
10 1 (1.28%) Erlang
10 1 (1.28%) ES6
10 1 (1.28%) Go
10 1 (1.28%) Haskell
Qualifications
1 33 (42.31%) PhD
2 21 (26.92%) Degree
3 2 (2.56%) PMI Certification
Quality Assurance & Compliance
1 1 (1.28%) Data Quality
System Software
1 5 (6.41%) Virtual Machines
1 5 (6.41%) VirtualBox
2 2 (2.56%) Apache Flume
3 1 (1.28%) Docker
3 1 (1.28%) HDFS
Systems Management
1 1 (1.28%) Ansible
1 1 (1.28%) Kibana
1 1 (1.28%) logstash
1 1 (1.28%) StatsD
Vendors
1 16 (20.51%) Oracle
2 3 (3.85%) IBM
2 3 (3.85%) Red Hat
3 2 (2.56%) Cloudera
3 2 (2.56%) Hortonworks
4 1 (1.28%) Google
4 1 (1.28%) Tableau
London
Westbourne Partners Ltd
Posted: Yesterday
Central London / West End
Client Server
Salary: £30k to £40k + benefits
Posted: 3 days ago
London
Oliver Bernard
Salary: £40000 - £60000 per annum + bonus
Posted: 4 days ago
London
G2 Recruitment Solutions
Salary: £NEG
Posted: 3 days ago
London
Pioneer Search
Salary: £55000.00 - £70000.00 per annum
Posted: 4 days ago
London
Harrington Starr
Salary: £75000 - £95000 per annum + Benefits + Bonus
Posted: 6 days ago
London
Adteq
Salary: From £50,000 to £65,000 per annum good salary, good benefits and bonus
Posted: 4 days ago
London
Hays London City Cheapside
Salary: £60000.00 - £70000.00 per annum
Posted: 23 days ago