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 17 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
17 Apr 2015
Same period 2014 Same period 2013
SciPy
Rank 577 605 627
Rank change year-on-year
+28 +22
Permanent jobs citing SciPy 63 46 4
As % of all permanent IT jobs located in London 0.14% 0.093% 0.009%
As % of the Libraries, Frameworks & Software Standards category 0.38% 0.23% 0.021%
Number of salaries quoted 50 39 1
Average salary £76,250 £65,000 £50,000
Average salary % change year-on-year
+17.30% +30.00%
UK excluding London average salary £29,000 £35,000 -
% change year-on-year
-17.14% -
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
16385 19903 18711
As % of all permanent IT jobs located in London 36.80% 40.31% 40.47%
Number of salaries quoted 13930 16762 16288
Average salary £52,500 £50,000 £50,000
Average salary % change year-on-year
+5.00% -
90% offered a salary of more than £35,500 £35,000 £35,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

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 17 April 2015.

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 17 April 2015. 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 +36 9 £55,000 -35.29% 2
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 17 April 2015, 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 90 (100.00%) Python
2 86 (95.56%) Pandas
3 64 (71.11%) SQL
4 62 (68.89%) D3.js
5 59 (65.56%) Analytics
6 57 (63.33%) NumPy
7 54 (60.00%) Continuous Integration
7 54 (60.00%) Agile Software Development
8 53 (58.89%) Unit Testing
9 52 (57.78%) Visualisation
10 49 (54.44%) Git (software)
11 46 (51.11%) MongoDB
12 42 (46.67%) Finance
12 42 (46.67%) VBA
13 39 (43.33%) R
14 38 (42.22%) Statistical Analysis
15 37 (41.11%) Hedge funds
16 35 (38.89%) Time Series Analysis
17 34 (37.78%) scikit-learn
17 34 (37.78%) Amazon AWS
18 33 (36.67%) Data Visualisation
18 33 (36.67%) PostgreSQL
19 32 (35.56%) Matplotlib
19 32 (35.56%) Natural Language Processing
19 32 (35.56%) Mahout
19 32 (35.56%) Clojure
19 32 (35.56%) Apache Hive
19 32 (35.56%) Apache Pig
19 32 (35.56%) Jenkins
19 32 (35.56%) Amazon EMR

SciPy
Top Related IT Skills in London by Category

For the 6 months to 17 April 2015, 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 32 (35.56%) Apache Pig
2 1 (1.11%) Elasticsearch
2 1 (1.11%) Apache Solr
Business Applications
1 8 (8.89%) Google Analytics
Cloud Services
1 34 (37.78%) Amazon AWS
2 32 (35.56%) Amazon EC2
2 32 (35.56%) Amazon S3
2 32 (35.56%) Amazon EMR
3 2 (2.22%) Heroku
4 1 (1.11%) GitHub
Database & Business Intelligence
1 46 (51.11%) MongoDB
2 33 (36.67%) PostgreSQL
3 32 (35.56%) Hadoop
3 32 (35.56%) Apache Hive
3 32 (35.56%) Mahout
3 32 (35.56%) Impala
4 29 (32.22%) NoSQL
5 11 (12.22%) Big Data
6 10 (11.11%) Spotfire
6 10 (11.11%) QlikView
7 8 (8.89%) Data Mining
8 6 (6.67%) SQL Server Analysis Services
9 1 (1.11%) KDB
9 1 (1.11%) MySQL
Development Applications
1 49 (54.44%) Git (software)
2 32 (35.56%) Jenkins
2 32 (35.56%) Yeoman
3 13 (14.44%) Mercurial
4 1 (1.11%) Maven
General
1 42 (46.67%) Finance
2 22 (24.44%) Retail
2 22 (24.44%) Telecoms
3 13 (14.44%) Front Office
4 12 (13.33%) Marketing
5 7 (7.78%) Back Office
6 4 (4.44%) Advertising
7 3 (3.33%) Banking
7 3 (3.33%) Investment Banking
Job Titles
1 44 (48.89%) Developer
2 32 (35.56%) Python Developer
2 32 (35.56%) Data Scientist
3 23 (25.56%) Analyst
4 13 (14.44%) Data Analyst
5 10 (11.11%) Senior Analyst
5 10 (11.11%) Business Intelligence Analyst
6 9 (10.00%) Quantitative Developer
6 9 (10.00%) Senior Business Intelligence Analyst
7 6 (6.67%) AWS Developer
7 6 (6.67%) Data Consultant
7 6 (6.67%) Data Analytics Consultant
7 6 (6.67%) Consultant
8 4 (4.44%) Business Analyst
9 3 (3.33%) Junior
9 3 (3.33%) Senior Business Analyst
9 3 (3.33%) Junior Developer
9 3 (3.33%) Junior Python Developer
10 2 (2.22%) Chief Technology Officer
10 2 (2.22%) Software Developer
Libraries, Frameworks & Software Standards
1 86 (95.56%) Pandas
2 62 (68.89%) D3.js
3 57 (63.33%) NumPy
4 34 (37.78%) scikit-learn
5 32 (35.56%) Matplotlib
5 32 (35.56%) Natural Language Processing
5 32 (35.56%) Cascalog
6 20 (22.22%) Highcharts JS
7 15 (16.67%) Pyramid
8 4 (4.44%) HTML
9 3 (3.33%) CSS
10 2 (2.22%) Flask
11 1 (1.11%) Boost C++ Libraries
11 1 (1.11%) SQLAlchemy
11 1 (1.11%) AngularJS
11 1 (1.11%) Esper
Miscellaneous
1 52 (57.78%) Visualisation
2 37 (41.11%) Hedge funds
3 32 (35.56%) Analytical Skills
4 30 (33.33%) Computer Science
5 20 (22.22%) Open Source
6 6 (6.67%) Equities
7 5 (5.56%) Physics
8 3 (3.33%) Statistics
8 3 (3.33%) Algorithms
9 2 (2.22%) Mathematics
10 1 (1.11%) Biotechnology
10 1 (1.11%) Market Risk
10 1 (1.11%) Management Information System
Operating Systems
1 23 (25.56%) Linux
2 21 (23.33%) Windows
3 1 (1.11%) Debian
3 1 (1.11%) Ubuntu
Processes & Methodologies
1 59 (65.56%) Analytics
2 54 (60.00%) Continuous Integration
2 54 (60.00%) Agile Software Development
3 53 (58.89%) Unit Testing
4 38 (42.22%) Statistical Analysis
5 35 (38.89%) Time Series Analysis
6 33 (36.67%) Data Visualisation
7 32 (35.56%) User Stories
7 32 (35.56%) Data Munging
8 25 (27.78%) Data Analytics
8 25 (27.78%) Web Development
9 22 (24.44%) Software Engineering
10 21 (23.33%) Refactoring
10 21 (23.33%) Use Case
11 20 (22.22%) TDD
11 20 (22.22%) BDD
12 19 (21.11%) Data Analysis
13 18 (20.00%) Coaching
14 14 (15.56%) OO
15 13 (14.44%) Mentoring
Programming Languages
1 90 (100.00%) Python
2 64 (71.11%) SQL
3 42 (46.67%) VBA
4 39 (43.33%) R
5 32 (35.56%) Bash Shell
5 32 (35.56%) Clojure
6 27 (30.00%) JavaScript
7 23 (25.56%) C++
8 22 (24.44%) Java
9 9 (10.00%) C#
10 2 (2.22%) C
11 1 (1.11%) MATLAB
11 1 (1.11%) Cython
11 1 (1.11%) IPython
Qualifications
1 28 (31.11%) PhD
2 13 (14.44%) Security Cleared
3 7 (7.78%) Degree
4 2 (2.22%) SC Cleared
System Software
1 32 (35.56%) VirtualBox
Systems Management
1 32 (35.56%) Vagrant
Vendors
1 16 (17.78%) Oracle
2 11 (12.22%) Tableau
3 8 (8.89%) Google
London
Harrington Starr
Salary: £35000 - £50000 per annum + Bonus
Posted: 4 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