The table below looks at the statistics 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 5 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 May 2015
Same period 2014 Same period 2013
NumPy
Rank 583 599 626
Rank change year-on-year
+16 +27
Permanent jobs citing NumPy 53 54 4
As % of all permanent IT jobs located in London 0.12% 0.11% 0.009%
As % of the Libraries, Frameworks & Software Standards category 0.32% 0.27% 0.022%
Number of salaries quoted 41 52 1
Average salary £70,000 £55,000 £50,000
Average salary % change year-on-year
+27.27% +10.00%
UK excluding London average salary £29,000 £38,750 -
% change year-on-year
-25.16% -
NumPy
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
16579 19726 18385
As % of all permanent IT jobs located in London 37.09% 40.08% 40.92%
Number of salaries quoted 14113 16710 16001
Average salary £52,500 £51,000 £50,000
Average salary % change year-on-year
+2.94% +2.00%
90% offered a salary of more than £35,000 £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%

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 5 May 2015.

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 5 May 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 +41 13 £60,000 +64.38% 3
NumPy
England

NumPy
Top 30 Related IT Skills in London

For the 6 months to 5 May 2015, 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 66 (85.71%) Python
2 58 (75.32%) SciPy
3 57 (74.03%) Pandas
4 56 (72.73%) Finance
5 44 (57.14%) Analytics
6 40 (51.95%) SQL
7 39 (50.65%) Hedge funds
8 38 (49.35%) Agile Software Development
9 35 (45.45%) Java
10 34 (44.16%) Computer Science
11 32 (41.56%) Matplotlib
11 32 (41.56%) PhD
12 31 (40.26%) C++
13 30 (38.96%) D3.js
14 29 (37.66%) JavaScript
15 28 (36.36%) R
16 25 (32.47%) Web Development
17 23 (29.87%) Linux
18 22 (28.57%) Windows
18 22 (28.57%) TDD
18 22 (28.57%) Software Engineering
18 22 (28.57%) BDD
19 21 (27.27%) Continuous Integration
19 21 (27.27%) Visualisation
20 20 (25.97%) Unit Testing
20 20 (25.97%) Refactoring
20 20 (25.97%) Highcharts JS
21 19 (24.68%) Oracle
22 18 (23.38%) Git (software)
23 17 (22.08%) OO

NumPy
Top Related IT Skills in London by Category

For the 6 months to 5 May 2015, 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 1 (1.30%) Elasticsearch
1 1 (1.30%) Apache Pig
1 1 (1.30%) Apache Spark
1 1 (1.30%) Apache Solr
Applications
1 8 (10.39%) Mathematica
Cloud Services
1 2 (2.60%) Amazon AWS
1 2 (2.60%) Heroku
2 1 (1.30%) GitHub
Database & Business Intelligence
1 16 (20.78%) MongoDB
1 16 (20.78%) NoSQL
2 10 (12.99%) Spotfire
2 10 (12.99%) QlikView
2 10 (12.99%) Big Data
3 8 (10.39%) Data Mining
4 6 (7.79%) SQL Server Analysis Services
5 4 (5.19%) Apache Cassandra
5 4 (5.19%) OLAP
6 2 (2.60%) MySQL
7 1 (1.30%) Data Warehouse
7 1 (1.30%) PostgreSQL
7 1 (1.30%) Sybase IQ
7 1 (1.30%) Apache Hive
7 1 (1.30%) Hadoop
7 1 (1.30%) SQLite
Development Applications
1 18 (23.38%) Git (software)
2 14 (18.18%) Mercurial
General
1 56 (72.73%) Finance
2 16 (20.78%) Marketing
3 13 (16.88%) Front Office
4 12 (15.58%) Back Office
5 4 (5.19%) Retail
5 4 (5.19%) Manufacturing
5 4 (5.19%) Advertising
6 3 (3.90%) Banking
6 3 (3.90%) Investment Banking
Job Titles
1 54 (70.13%) Developer
2 36 (46.75%) Python Developer
3 15 (19.48%) Analyst
4 10 (12.99%) Business Intelligence Analyst
4 10 (12.99%) Senior Analyst
5 9 (11.69%) Senior Business Intelligence Analyst
6 7 (9.09%) Java Developer
6 7 (9.09%) Quantitative Developer
7 6 (7.79%) AWS Developer
8 5 (6.49%) Data Analyst
9 4 (5.19%) Business Analyst
10 3 (3.90%) Junior
10 3 (3.90%) Senior Business Analyst
10 3 (3.90%) Junior Developer
10 3 (3.90%) Chief Technology Officer
10 3 (3.90%) Technical Leader
10 3 (3.90%) Junior Python Developer
11 2 (2.60%) Software Developer
12 1 (1.30%) Data Scientist
12 1 (1.30%) Senior Developer
Libraries, Frameworks & Software Standards
1 58 (75.32%) SciPy
2 57 (74.03%) Pandas
3 32 (41.56%) Matplotlib
4 30 (38.96%) D3.js
5 20 (25.97%) Highcharts JS
6 15 (19.48%) Pyramid
7 8 (10.39%) .NET
8 4 (5.19%) HTML
8 4 (5.19%) Akka
9 3 (3.90%) scikit-learn
9 3 (3.90%) CSS
10 2 (2.60%) Boost C++ Libraries
10 2 (2.60%) SQLAlchemy
10 2 (2.60%) ASP.NET
10 2 (2.60%) Flask
11 1 (1.30%) Middleware
11 1 (1.30%) STL
11 1 (1.30%) J2EE
11 1 (1.30%) Memcached
11 1 (1.30%) Java EE
Miscellaneous
1 39 (50.65%) Hedge funds
2 34 (44.16%) Computer Science
3 21 (27.27%) Visualisation
4 13 (16.88%) Equities
5 9 (11.69%) Analytical Skills
6 8 (10.39%) Market Risk
6 8 (10.39%) Algorithms
7 7 (9.09%) Foreign Exchange (FX)
7 7 (9.09%) Fixed Income
7 7 (9.09%) Derivative
8 5 (6.49%) Physics
9 4 (5.19%) Mobile App
10 2 (2.60%) Statistics
11 1 (1.30%) Management Information System
11 1 (1.30%) Artificial Intelligence
11 1 (1.30%) Mathematics
11 1 (1.30%) Biotechnology
Operating Systems
1 23 (29.87%) Linux
2 22 (28.57%) Windows
3 4 (5.19%) Android
3 4 (5.19%) Apple iOS
4 1 (1.30%) Solaris
4 1 (1.30%) Debian
4 1 (1.30%) Ubuntu
Processes & Methodologies
1 44 (57.14%) Analytics
2 38 (49.35%) Agile Software Development
3 25 (32.47%) Web Development
4 22 (28.57%) TDD
4 22 (28.57%) Software Engineering
4 22 (28.57%) BDD
5 21 (27.27%) Continuous Integration
6 20 (25.97%) Unit Testing
6 20 (25.97%) Refactoring
7 17 (22.08%) OO
8 11 (14.29%) Business Intelligence
8 11 (14.29%) Digital Marketing
9 8 (10.39%) Data Analysis
9 8 (10.39%) Machine Learning
10 7 (9.09%) Functional Programming
11 6 (7.79%) Statistical Analysis
11 6 (7.79%) Portfolio Management
11 6 (7.79%) Pair Programming
11 6 (7.79%) Extreme Programming
11 6 (7.79%) Big Data Analytics
Programming Languages
1 66 (85.71%) Python
2 40 (51.95%) SQL
3 35 (45.45%) Java
4 31 (40.26%) C++
5 29 (37.66%) JavaScript
6 28 (36.36%) R
7 13 (16.88%) C#
8 12 (15.58%) MATLAB
9 11 (14.29%) VBA
9 11 (14.29%) Scala
10 3 (3.90%) C
11 2 (2.60%) Cython
12 1 (1.30%) Go
12 1 (1.30%) IPython
12 1 (1.30%) Perl
12 1 (1.30%) Haskell
Qualifications
1 32 (41.56%) PhD
2 11 (14.29%) Degree
System Software
1 1 (1.30%) Varnish
Vendors
1 19 (24.68%) Oracle
2 11 (14.29%) Tableau
3 4 (5.19%) Omniture
3 4 (5.19%) Adobe
4 1 (1.30%) IBM
4 1 (1.30%) Sybase
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: Yesterday
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: Yesterday
Central London / West End
Client Server
Salary: £35k to £45k + bonus + benefits
Posted: 3 days ago
City of London
Harrington Starr
Salary: £400 - £700 per day
Posted: 4 days ago
London
Salt
Salary: £50000 - £75000 per annum + Equity!
Posted: 5 days ago
City of London
iKonnect
Salary: £150000 per annum + Benefits & Bonus
Posted: 12 days ago