The first table below looks at the demand for NumPy skills in IT jobs advertised for the London region. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 18 April 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Libraries, Frameworks & Software Standards category for the London region.

Location
3 months to
18 Apr 2014
Same period 2013 Same period 2012
NumPy
Rank 612 607 671
Rank change year-on-year
-5 +64
Permanent jobs citing NumPy 50 4 1
As % of all permanent IT jobs located in London 0.10% 0.009% 0.002%
As % of the Libraries, Frameworks & Software Standards category 0.25% 0.022% 0.004%
Number of salaries quoted 48 1 1
Average salary £55,000 £50,000 £60,000
Average salary % change year-on-year
+10.00% -16.66%
UK excluding London average salary £38,750 - -
Libraries, Frameworks & Software Standards Category
London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
19937 18271 22894
As % of all permanent IT jobs located in London 40.17% 40.20% 40.82%
Number of salaries quoted 16832 15921 20524
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £35,000 £35,000 £33,500
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
NumPy
England

NumPy
Jobs Demand Trend in London

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

NumPy Jobs Demand Trend in London

NumPy
Salary Trend in London

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

NumPy Salary Trend in London

NumPy
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing NumPy across the London region over the 3 months to 18 April 2014.

NumPy Salary Histogram in London

NumPy
Job Locations in London

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing NumPy within the London region over the 3 months to 18 April 2014. 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
(Click each for more statistics)
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
Find
Job
Vacancies
City of London -10 8 £36,500 - 3
NumPy
England

NumPy
Top 30 Related IT Skills in London

For the 6 months to 18 April 2014, IT jobs across the London region citing NumPy 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 NumPy.

1 74 (96.10%) Python
2 54 (70.13%) C++
3 52 (67.53%) SciPy
4 43 (55.84%) Java
5 35 (45.45%) PhD
6 31 (40.26%) Tornado
7 30 (38.96%) Finance
8 27 (35.06%) OO
9 25 (32.47%) Twisted
10 24 (31.17%) Statistics
11 23 (29.87%) Analytics
12 22 (28.57%) R
12 22 (28.57%) Data Mining
13 21 (27.27%) Front Office
13 21 (27.27%) Banking
14 20 (25.97%) C
15 19 (24.68%) MATLAB
15 19 (24.68%) Business Development
16 17 (22.08%) Agile Software Development
17 16 (20.78%) Linux
18 15 (19.48%) Mathematics
18 15 (19.48%) Physics
18 15 (19.48%) Hedge funds
18 15 (19.48%) Visualisation
18 15 (19.48%) Open Source
19 14 (18.18%) Maven
20 13 (16.88%) Data Analysis
20 13 (16.88%) Erlang
21 10 (12.99%) Statistical Analysis
21 10 (12.99%) Degree

NumPy
Top Related IT Skills in London by Category

For the 6 months to 18 April 2014, IT jobs across the London region citing NumPy 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 NumPy. Up to 20 skills are shown per category.

Application Platforms
1 31 (40.26%) Tornado
2 3 (3.90%) SAS
3 2 (2.60%) Elasticsearch
4 1 (1.30%) Apache Pig
Communications & Networking
1 3 (3.90%) Internet
Database & Business Intelligence
1 22 (28.57%) Data Mining
2 7 (9.09%) Big Data
3 6 (7.79%) MongoDB
4 5 (6.49%) Hadoop
4 5 (6.49%) NoSQL
5 3 (3.90%) KDB
5 3 (3.90%) Text Mining
5 3 (3.90%) Apache Cassandra
5 3 (3.90%) Redis
6 1 (1.30%) Apache Hive
Development Applications
1 14 (18.18%) Maven
General
1 30 (38.96%) Finance
2 21 (27.27%) Front Office
2 21 (27.27%) Banking
3 2 (2.60%) Investment Banking
Job Titles
1 67 (87.01%) Developer
2 63 (81.82%) Python Developer
3 20 (25.97%) Quantitative Developer
4 6 (7.79%) Data Scientist
5 4 (5.19%) Senior Developer
6 3 (3.90%) Programmer
6 3 (3.90%) Lead Developer
6 3 (3.90%) Analyst
6 3 (3.90%) Quantitative Analyst
6 3 (3.90%) Junior Developer
6 3 (3.90%) Junior
6 3 (3.90%) Python Programmer
6 3 (3.90%) Senior Python Developer
6 3 (3.90%) Junior Python Developer
6 3 (3.90%) Lead Programmer
6 3 (3.90%) Python/Django Developer
7 2 (2.60%) C++/Java Developer
7 2 (2.60%) Java Developer
7 2 (2.60%) C++ Developer
8 1 (1.30%) Software Engineer
Libraries, Frameworks & Software Standards
1 52 (67.53%) SciPy
2 25 (32.47%) Twisted
3 9 (11.69%) Django
4 8 (10.39%) Matplotlib
4 8 (10.39%) Flask
5 3 (3.90%) SQLAlchemy
5 3 (3.90%) RabbitMQ
5 3 (3.90%) Natural Language Processing
5 3 (3.90%) AngularJS
5 3 (3.90%) Esper
6 1 (1.30%) MapReduce
Miscellaneous
1 24 (31.17%) Statistics
2 15 (19.48%) Mathematics
2 15 (19.48%) Physics
2 15 (19.48%) Hedge funds
2 15 (19.48%) Visualisation
2 15 (19.48%) Open Source
3 9 (11.69%) Machine Learning
4 6 (7.79%) Computer Science
5 2 (2.60%) Artificial Intelligence
Operating Systems
1 16 (20.78%) Linux
Processes & Methodologies
1 27 (35.06%) OO
2 23 (29.87%) Analytics
3 19 (24.68%) Business Development
4 17 (22.08%) Agile Software Development
5 13 (16.88%) Data Analysis
6 10 (12.99%) Statistical Analysis
7 6 (7.79%) Continuous Integration
8 5 (6.49%) Software Engineering
8 5 (6.49%) Unit Testing
8 5 (6.49%) TDD
9 3 (3.90%) OOP
9 3 (3.90%) Business Intelligence
9 3 (3.90%) Refactoring
9 3 (3.90%) Statistical Modelling
10 2 (2.60%) Scrum
11 1 (1.30%) Risk Management
11 1 (1.30%) Pair Programming
11 1 (1.30%) OOD
11 1 (1.30%) BDD
Programming Languages
1 74 (96.10%) Python
2 54 (70.13%) C++
3 43 (55.84%) Java
4 22 (28.57%) R
5 20 (25.97%) C
6 19 (24.68%) MATLAB
7 13 (16.88%) Erlang
8 10 (12.99%) SQL
9 6 (7.79%) IronPython
10 3 (3.90%) JavaScript
11 2 (2.60%) C#
12 1 (1.30%) F#
12 1 (1.30%) Scala
12 1 (1.30%) Clojure
Qualifications
1 35 (45.45%) PhD
2 10 (12.99%) Degree
Vendors
1 3 (3.90%) Oracle
2 1 (1.30%) ParAccel
East London
Client Server
Salary: £45k to £60k + bonus + benefits
Posted: 3 days ago
City, London
Quant Capital
Salary: From £45,000 to £45,000 per annum Bonus Medical Pension (8%)
Posted: 4 days ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum
Posted: 4 days ago
London
Westbourne Partners
Salary: From £60,000 to £70,000 per annum
Posted: 4 days ago