The table below looks at the statistics for SciPy skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited SciPy over the 3 months to 27 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Mar 2015
Same period 2014 Same period 2013
SciPy
Rank 307 321 -
Rank change year-on-year
+14 -
Permanent jobs citing SciPy 7 2 0
As % of all permanent IT jobs located in the City of London 0.067% 0.018% -
As % of the Libraries, Frameworks & Software Standards category 0.21% 0.048% -
Number of salaries quoted 7 2 0
Average salary £60,000 £52,500 -
Average salary % change year-on-year
+14.28% -
UK excluding London average salary - £35,000 -
SciPy
London

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 City of London region.

Libraries, Frameworks & Software Standards Category
City of London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
3360 4205 4376
As % of all permanent IT jobs located in the City of London 32.30% 37.59% 39.48%
Number of salaries quoted 2926 3602 3948
Average salary £55,000 £52,500 £50,000
Average salary % change year-on-year
+4.76% +5.00%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £72,500 £72,500 £75,000
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

SciPy
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of permanent IT jobs citing SciPy across the City of London region as a proportion of the total demand within the Libraries, Frameworks & Software Standards category.

SciPy Jobs Demand Trend in the City of London

SciPy
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SciPy across the City of London region.

SciPy Salary Trend in the City of London

SciPy
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing SciPy across the City of London region over the 3 months to 27 March 2015.

SciPy Salary Histogram in the City of London

SciPy
Top 30 Related IT Skills in the City of London

For the 6 months to 27 March 2015, IT jobs across the City of 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 24 (100.00%) Python
2 21 (87.50%) Pandas
3 18 (75.00%) Analytics
3 18 (75.00%) R
3 18 (75.00%) Visualisation
4 17 (70.83%) D3.js
5 16 (66.67%) Agile Software Development
6 15 (62.50%) NumPy
7 14 (58.33%) Unit Testing
7 14 (58.33%) Continuous Integration
8 13 (54.17%) SQL
9 11 (45.83%) VBA
10 10 (41.67%) Git (software)
10 10 (41.67%) Matplotlib
11 9 (37.50%) Apache Hive
11 9 (37.50%) Mahout
11 9 (37.50%) Apache Pig
11 9 (37.50%) Impala
11 9 (37.50%) Hadoop
11 9 (37.50%) Hedge funds
11 9 (37.50%) Finance
11 9 (37.50%) PostgreSQL
12 8 (33.33%) JavaScript
12 8 (33.33%) Clojure
12 8 (33.33%) Amazon EC2
12 8 (33.33%) Amazon S3
12 8 (33.33%) Amazon AWS
12 8 (33.33%) Open Source
12 8 (33.33%) Bash Shell
12 8 (33.33%) Use Case

SciPy
Top Related IT Skills in the City of London by Category

For the 6 months to 27 March 2015, IT jobs across the City of 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 9 (37.50%) Apache Pig
Applications
1 1 (4.17%) Weka
Cloud Services
1 8 (33.33%) Amazon EC2
1 8 (33.33%) Amazon S3
1 8 (33.33%) Amazon AWS
1 8 (33.33%) Amazon EMR
Database & Business Intelligence
1 9 (37.50%) Hadoop
1 9 (37.50%) Apache Hive
1 9 (37.50%) PostgreSQL
1 9 (37.50%) Mahout
1 9 (37.50%) Impala
2 8 (33.33%) MongoDB
2 8 (33.33%) NoSQL
3 3 (12.50%) Spotfire
3 3 (12.50%) QlikView
4 2 (8.33%) Data Mining
5 1 (4.17%) Big Data
Development Applications
1 10 (41.67%) Git (software)
2 8 (33.33%) Jenkins
2 8 (33.33%) Yeoman
General
1 9 (37.50%) Finance
2 6 (25.00%) Front Office
2 6 (25.00%) Back Office
3 5 (20.83%) Marketing
4 3 (12.50%) Advertising
5 1 (4.17%) Retail
5 1 (4.17%) Telecoms
Job Titles
1 11 (45.83%) Developer
2 8 (33.33%) Python Developer
2 8 (33.33%) Data Scientist
3 4 (16.67%) Senior Analyst
3 4 (16.67%) Analyst
4 3 (12.50%) Senior Business Analyst
4 3 (12.50%) Business Analyst
4 3 (12.50%) Senior Business Intelligence Analyst
4 3 (12.50%) Business Intelligence Analyst
5 2 (8.33%) AWS Developer
5 2 (8.33%) Junior Python Developer
5 2 (8.33%) Junior
5 2 (8.33%) Junior Developer
6 1 (4.17%) Quantitative Developer
6 1 (4.17%) Data Modeller
6 1 (4.17%) Senior Data Analyst
6 1 (4.17%) Data Analyst
6 1 (4.17%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 21 (87.50%) Pandas
2 17 (70.83%) D3.js
3 15 (62.50%) NumPy
4 10 (41.67%) Matplotlib
5 8 (33.33%) Natural Language Processing
5 8 (33.33%) scikit-learn
5 8 (33.33%) Cascalog
6 6 (25.00%) Highcharts JS
7 2 (8.33%) HTML
7 2 (8.33%) CSS
Miscellaneous
1 18 (75.00%) Visualisation
2 9 (37.50%) Hedge funds
3 8 (33.33%) Analytical Skills
3 8 (33.33%) Open Source
4 6 (25.00%) Computer Science
5 2 (8.33%) Algorithms
5 2 (8.33%) Equities
6 1 (4.17%) Economics
6 1 (4.17%) Statistics
6 1 (4.17%) Mathematics
Operating Systems
1 7 (29.17%) Linux
2 6 (25.00%) Windows
3 1 (4.17%) Debian
3 1 (4.17%) Ubuntu
Processes & Methodologies
1 18 (75.00%) Analytics
2 16 (66.67%) Agile Software Development
3 14 (58.33%) Unit Testing
3 14 (58.33%) Continuous Integration
4 8 (33.33%) Use Case
4 8 (33.33%) Statistical Analysis
4 8 (33.33%) User Stories
4 8 (33.33%) Data Munging
4 8 (33.33%) Time Series Analysis
4 8 (33.33%) Coaching
4 8 (33.33%) Data Visualisation
5 6 (25.00%) Portfolio Management
5 6 (25.00%) Web Development
5 6 (25.00%) Refactoring
5 6 (25.00%) TDD
5 6 (25.00%) Software Engineering
5 6 (25.00%) BDD
6 3 (12.50%) Data Analysis
6 3 (12.50%) Digital Marketing
6 3 (12.50%) Business Intelligence
Programming Languages
1 24 (100.00%) Python
2 18 (75.00%) R
3 13 (54.17%) SQL
4 11 (45.83%) VBA
5 8 (33.33%) JavaScript
5 8 (33.33%) Bash Shell
5 8 (33.33%) Clojure
6 1 (4.17%) Java
Qualifications
1 6 (25.00%) PhD
2 4 (16.67%) Degree
3 1 (4.17%) SC Cleared
3 1 (4.17%) Security Cleared
System Software
1 8 (33.33%) VirtualBox
Systems Management
1 8 (33.33%) Vagrant
Vendors
1 3 (12.50%) Tableau
City, London
Verticality Ltd
Salary: £40000 - £55000 per annum, Benefits Plus benefits
Posted: 9 hours ago
City, London
Salt
Salary: £38000 - £40000 per annum
Posted: 3 days ago
City, London
Intelletect
Salary: From £45,000 to £70,000 per annum
Posted: 4 days ago