The table below looks at the statistics for SciPy skills in IT jobs advertised for the London region. Included is a guide to the average salaries offered in IT jobs that have cited SciPy over the 3 months to 11 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
SciPy
Rank 557 624 636
Rank change year-on-year
+67 +12
Permanent jobs citing SciPy 88 29 17
As % of all permanent IT jobs located in London 0.22% 0.070% 0.039%
As % of the Libraries, Frameworks & Software Standards category 0.55% 0.20% 0.095%
Number of salaries quoted 76 24 16
Average salary £70,000 £65,000 £75,000
Average salary % change year-on-year
+7.69% -13.33%
90% offered a salary of more than £40,000 £55,000 £52,500
10% offered a salary of more than £92,500 £115,000 £100,000
UK excluding London average salary £47,250 - £35,000
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
15859 14868 17884
As % of all permanent IT jobs located in London 38.78% 35.78% 41.33%
Number of salaries quoted 13868 12728 14920
Average salary £55,000 £55,000 £50,000
Average salary % change year-on-year
- +10.00%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £77,500 £72,500 £72,500
UK excluding London average salary £42,000 £40,000 £38,500
% change year-on-year
+5.00% +3.89%

SciPy
Jobs Demand Trend in London

This chart provides a 3-month moving total of permanent IT jobs citing SciPy across the London region as a proportion of the total demand within 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 11 February 2016.

SciPy Salary Histogram in London

SciPy
Job Locations in London

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing SciPy within the London region over the 3 months to 11 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +46 3 £75,000 +15.38% 1
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 11 February 2016, IT jobs across the London region citing SciPy also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited SciPy.

1 140 (96.55%) Python
2 115 (79.31%) NumPy
3 100 (68.97%) Pandas
4 72 (49.66%) Finance
5 66 (45.52%) Computer Science
6 65 (44.83%) SQL
7 61 (42.07%) MongoDB
8 52 (35.86%) Visualisation
9 49 (33.79%) Continuous Integration
10 47 (32.41%) Git (software)
11 46 (31.72%) R
12 45 (31.03%) Unit Testing
12 45 (31.03%) C++
12 45 (31.03%) PostgreSQL
13 44 (30.34%) PhD
13 44 (30.34%) Algorithms
13 44 (30.34%) Analytics
14 42 (28.97%) scikit-learn
14 42 (28.97%) Analytical Skills
14 42 (28.97%) Agile Software Development
15 41 (28.28%) Java
15 41 (28.28%) Linux
15 41 (28.28%) Open Source
15 41 (28.28%) Big Data
16 39 (26.90%) D3.js
16 39 (26.90%) Hedge funds
17 38 (26.21%) Machine Learning
18 37 (25.52%) Degree
18 37 (25.52%) Software Engineering
19 36 (24.83%) NoSQL

SciPy
Top Related IT Skills in London by Category

For the 6 months to 11 February 2016, IT jobs across the London region citing SciPy also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited SciPy. Up to 20 skills are shown per category.

Application Platforms
1 27 (18.62%) Apache
2 26 (17.93%) Apache Spark
3 25 (17.24%) Apache Pig
4 13 (8.97%) Elasticsearch
5 4 (2.76%) Node.js
6 2 (1.38%) Apache Solr
6 2 (1.38%) SAS
Applications
1 3 (2.07%) Mathematica
2 2 (1.38%) SPSS
3 1 (0.69%) MS Excel
Cloud Services
1 30 (20.69%) Amazon AWS
2 22 (15.17%) Amazon EC2
2 22 (15.17%) Amazon EMR
2 22 (15.17%) Amazon S3
3 7 (4.83%) SaaS
4 4 (2.76%) Cloud Computing
Communications & Networking
1 3 (2.07%) Skype
Database & Business Intelligence
1 61 (42.07%) MongoDB
2 45 (31.03%) PostgreSQL
3 41 (28.28%) Big Data
4 36 (24.83%) NoSQL
5 33 (22.76%) Hadoop
6 30 (20.69%) Apache Hive
7 25 (17.24%) Mahout
8 22 (15.17%) Impala
9 21 (14.48%) Neo4j
10 14 (9.66%) Data Mining
11 12 (8.28%) KDB
12 8 (5.52%) Amazon Redshift
13 4 (2.76%) Redis
14 3 (2.07%) Flink
14 3 (2.07%) MySQL
14 3 (2.07%) SQL Server
15 2 (1.38%) Relational Database
15 2 (1.38%) Text Mining
16 1 (0.69%) Data Warehouse
Development Applications
1 47 (32.41%) Git (software)
2 22 (15.17%) Jenkins
2 22 (15.17%) Vagrant
2 22 (15.17%) Yeoman
3 21 (14.48%) Maven
4 11 (7.59%) Mercurial
General
1 72 (49.66%) Finance
2 23 (15.86%) Front Office
3 14 (9.66%) Retail
3 14 (9.66%) Telecoms
4 12 (8.28%) Marketing
5 11 (7.59%) Banking
5 11 (7.59%) Manufacturing
6 4 (2.76%) Advertising
Job Titles
1 92 (63.45%) Developer
2 82 (56.55%) Python Developer
3 36 (24.83%) Data Scientist
4 21 (14.48%) Junior
5 19 (13.10%) Junior Developer
5 19 (13.10%) Junior Python Developer
5 19 (13.10%) Quantitative Developer
6 13 (8.97%) Linux Developer
7 11 (7.59%) Analyst
7 11 (7.59%) C++ Developer
8 9 (6.21%) Consultant
8 9 (6.21%) Data Analytics Consultant
8 9 (6.21%) Data Consultant
9 8 (5.52%) Machine Learning Developer
10 7 (4.83%) Principal Developer
11 6 (4.14%) Senior Analyst
11 6 (4.14%) Systems Developer
12 5 (3.45%) Data Analyst
12 5 (3.45%) SQL Analyst
12 5 (3.45%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 115 (79.31%) NumPy
2 100 (68.97%) Pandas
3 42 (28.97%) scikit-learn
4 39 (26.90%) D3.js
5 32 (22.07%) Natural Language Processing
6 31 (21.38%) AngularJS
7 30 (20.69%) Pyramid
8 22 (15.17%) Cascalog
9 19 (13.10%) Esper
10 14 (9.66%) Flask
11 13 (8.97%) CSS
11 13 (8.97%) HTML
11 13 (8.97%) Kafka
11 13 (8.97%) PostGIS
12 11 (7.59%) Highcharts JS
12 11 (7.59%) Matplotlib
13 10 (6.90%) CoreNLP
14 7 (4.83%) Celery
15 5 (3.45%) Boost C++ Libraries
15 5 (3.45%) STL
Miscellaneous
1 66 (45.52%) Computer Science
2 52 (35.86%) Visualisation
3 44 (30.34%) Algorithms
4 42 (28.97%) Analytical Skills
5 39 (26.90%) Hedge funds
6 32 (22.07%) Statistics
7 30 (20.69%) Mathematics
8 15 (10.34%) Physics
9 10 (6.90%) Fintech
10 9 (6.21%) Blog
11 7 (4.83%) Management Information System
12 6 (4.14%) Artificial Intelligence
12 6 (4.14%) Client/Server
13 4 (2.76%) Applied Mathematics
13 4 (2.76%) Data Structures
13 4 (2.76%) Neural Network
14 3 (2.07%) Mobile App
15 2 (1.38%) Data Centre
16 1 (0.69%) Economics
Operating Systems
1 41 (28.28%) Linux
2 11 (7.59%) Windows
Processes & Methodologies
1 49 (33.79%) Continuous Integration
2 45 (31.03%) Unit Testing
3 44 (30.34%) Analytics
4 42 (28.97%) Agile Software Development
5 41 (28.28%) Open Source
6 38 (26.21%) Machine Learning
7 37 (25.52%) Software Engineering
8 31 (21.38%) Time Series Analysis
9 30 (20.69%) OO
10 26 (17.93%) Data Visualisation
11 25 (17.24%) Statistical Analysis
12 23 (15.86%) Data Analytics
13 22 (15.17%) Data Munging
14 21 (14.48%) Systematic Trading
15 20 (13.79%) Refactoring
15 20 (13.79%) User Stories
16 19 (13.10%) Quantitative Trading
17 18 (12.41%) Data Analysis
18 17 (11.72%) TDD
19 15 (10.34%) Algorithmic Trading
Programming Languages
1 140 (96.55%) Python
2 65 (44.83%) SQL
3 46 (31.72%) R
4 45 (31.03%) C++
5 41 (28.28%) Java
6 28 (19.31%) JavaScript
7 26 (17.93%) Clojure
8 23 (15.86%) C
9 22 (15.17%) Bash Shell
9 22 (15.17%) VBA
10 10 (6.90%) C#
10 10 (6.90%) MATLAB
11 7 (4.83%) Scala
12 5 (3.45%) Cython
13 4 (2.76%) Haskell
14 3 (2.07%) Perl
14 3 (2.07%) Shell Script
Qualifications
1 44 (30.34%) PhD
2 37 (25.52%) Degree
3 3 (2.07%) SC Cleared
3 3 (2.07%) Security Cleared
System Software
1 22 (15.17%) VirtualBox
Systems Management
1 3 (2.07%) EMC NetWorker
1 3 (2.07%) Opscode Chef
1 3 (2.07%) Puppet
Vendors
1 29 (20.00%) Oracle
2 8 (5.52%) Facebook
3 5 (3.45%) Tableau
4 3 (2.07%) Google
4 3 (2.07%) Microsoft
5 2 (1.38%) Sybase
London
Harrington Starr
Salary: £100000 - £120000 per annum + Benefits + Bonus
Posted: 14 hours ago
London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 18 hours ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 18 hours ago
London
Quant Capital
Salary: Up to £70,000 per annum + bonus +benefits
Posted: Yesterday
Central London / West End
Quant Capital
Salary: From £40,000 to £60,000 per annum + bonus +benefits
Posted: 2 days ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 6 days ago
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 6 days ago
London
Careerwise UK Limited
Salary: £85000 per annum + bonus + benefits
Posted: 6 days ago
London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 7 days ago
London
Quant Capital
Salary: up to £70,000 per year
Posted: 14 days ago
London
Quant Capital
Salary: up to £50,000 per year
Posted: 21 days ago
London
Huxley
Salary: competitive
Posted: 27 days ago