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 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
NumPy
Rank 549 631 628
Rank change year-on-year
+82 -3
Permanent jobs citing NumPy 96 22 25
As % of all permanent IT jobs located in London 0.23% 0.053% 0.058%
As % of the Libraries, Frameworks & Software Standards category 0.61% 0.15% 0.14%
Number of salaries quoted 83 21 24
Average salary £70,000 £70,000 £67,500
Average salary % change year-on-year
- +3.70%
90% offered a salary of more than £40,000 £62,500 £30,500
10% offered a salary of more than £112,500 £115,000 £100,000
UK excluding London average salary £45,000 £51,250 £30,500
% change year-on-year
-12.19% +68.03%
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
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%

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 11 February 2016.

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 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 +50 5 £78,750 +12.50% 2
NumPy
England

NumPy
Top 30 Related IT Skills in London

For the 6 months to 11 February 2016, 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.

1 138 (95.83%) Python
2 115 (79.86%) SciPy
3 83 (57.64%) Finance
4 80 (55.56%) Pandas
5 68 (47.22%) Computer Science
6 58 (40.28%) C++
7 47 (32.64%) Degree
8 46 (31.94%) Java
9 43 (29.86%) Algorithms
9 43 (29.86%) Hedge funds
9 43 (29.86%) MongoDB
10 42 (29.17%) Linux
11 41 (28.47%) SQL
12 40 (27.78%) PhD
13 39 (27.08%) Software Engineering
13 39 (27.08%) Machine Learning
14 37 (25.69%) Agile Software Development
15 34 (23.61%) Mathematics
15 34 (23.61%) OO
15 34 (23.61%) NoSQL
16 33 (22.92%) R
17 31 (21.53%) Visualisation
17 31 (21.53%) AngularJS
17 31 (21.53%) Statistics
18 30 (20.83%) Pyramid
19 29 (20.14%) Oracle
20 28 (19.44%) JavaScript
20 28 (19.44%) C
20 28 (19.44%) Continuous Integration
20 28 (19.44%) Git (software)

NumPy
Top Related IT Skills in London by Category

For the 6 months to 11 February 2016, 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 22 (15.28%) Apache
2 18 (12.50%) Apache Spark
3 14 (9.72%) Elasticsearch
4 4 (2.78%) Node.js
5 3 (2.08%) Apache Pig
6 2 (1.39%) SAS
Applications
1 9 (6.25%) Mathematica
2 1 (0.69%) MS Excel
2 1 (0.69%) SPSS
Cloud Services
1 11 (7.64%) Amazon AWS
2 7 (4.86%) Cloud Computing
2 7 (4.86%) SaaS
3 2 (1.39%) GitHub
3 2 (1.39%) Google Cloud Platform
Communications & Networking
1 3 (2.08%) HTTP
1 3 (2.08%) Skype
Database & Business Intelligence
1 43 (29.86%) MongoDB
2 34 (23.61%) NoSQL
3 27 (18.75%) PostgreSQL
4 23 (15.97%) Big Data
5 12 (8.33%) KDB
6 8 (5.56%) Amazon Redshift
6 8 (5.56%) Apache Hive
6 8 (5.56%) Hadoop
6 8 (5.56%) Redis
7 6 (4.17%) MySQL
7 6 (4.17%) SQL Server
8 2 (1.39%) Data Mining
8 2 (1.39%) Relational Database
9 1 (0.69%) Data Warehouse
9 1 (0.69%) HBase
9 1 (0.69%) Text Mining
Development Applications
1 28 (19.44%) Git (software)
2 21 (14.58%) Maven
3 11 (7.64%) Mercurial
4 2 (1.39%) JIRA
General
1 83 (57.64%) Finance
2 23 (15.97%) Front Office
3 6 (4.17%) Marketing
4 4 (2.78%) Advertising
5 2 (1.39%) Banking
6 1 (0.69%) Investment Banking
Job Titles
1 108 (75.00%) Developer
2 86 (59.72%) Python Developer
3 25 (17.36%) Quantitative Developer
4 21 (14.58%) Junior
5 19 (13.19%) Junior Developer
5 19 (13.19%) Junior Python Developer
6 18 (12.50%) C++ Developer
7 14 (9.72%) Data Scientist
8 13 (9.03%) Linux Developer
9 12 (8.33%) Analyst
10 10 (6.94%) Machine Learning Developer
10 10 (6.94%) Senior Developer
11 8 (5.56%) Java Developer
12 7 (4.86%) Data Analyst
12 7 (4.86%) Principal Developer
13 6 (4.17%) C++ Quantitative Developer
13 6 (4.17%) Senior Analyst
13 6 (4.17%) Systems Developer
14 5 (3.47%) SQL Analyst
14 5 (3.47%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 115 (79.86%) SciPy
2 80 (55.56%) Pandas
3 31 (21.53%) AngularJS
4 30 (20.83%) Pyramid
5 19 (13.19%) Esper
6 17 (11.81%) D3.js
6 17 (11.81%) Flask
7 16 (11.11%) scikit-learn
8 13 (9.03%) CSS
8 13 (9.03%) HTML
8 13 (9.03%) Kafka
8 13 (9.03%) PostGIS
9 12 (8.33%) Celery
9 12 (8.33%) Matplotlib
10 11 (7.64%) CoreNLP
10 11 (7.64%) Highcharts JS
11 10 (6.94%) Natural Language Processing
12 8 (5.56%) RESTful
12 8 (5.56%) Web Services
13 6 (4.17%) Django
Miscellaneous
1 68 (47.22%) Computer Science
2 43 (29.86%) Algorithms
2 43 (29.86%) Hedge funds
3 34 (23.61%) Mathematics
4 31 (21.53%) Statistics
4 31 (21.53%) Visualisation
5 27 (18.75%) Analytical Skills
6 22 (15.28%) Physics
7 12 (8.33%) Fintech
8 9 (6.25%) Blog
8 9 (6.25%) Derivative
8 9 (6.25%) Equities
8 9 (6.25%) Fixed Income
8 9 (6.25%) Foreign Exchange (FX)
9 7 (4.86%) Artificial Intelligence
9 7 (4.86%) Management Information System
10 6 (4.17%) Client/Server
10 6 (4.17%) Market Risk
11 4 (2.78%) Data Structures
11 4 (2.78%) Neural Network
Operating Systems
1 42 (29.17%) Linux
2 11 (7.64%) Windows
3 4 (2.78%) Unix
Processes & Methodologies
1 39 (27.08%) Machine Learning
1 39 (27.08%) Software Engineering
2 37 (25.69%) Agile Software Development
3 34 (23.61%) OO
4 28 (19.44%) Continuous Integration
5 23 (15.97%) Analytics
5 23 (15.97%) Open Source
5 23 (15.97%) Unit Testing
6 21 (14.58%) Systematic Trading
6 21 (14.58%) TDD
7 20 (13.89%) Refactoring
8 19 (13.19%) Quantitative Trading
9 16 (11.11%) Low Latency
10 15 (10.42%) Algorithmic Trading
11 14 (9.72%) DevOps
12 13 (9.03%) Web Development
13 12 (8.33%) Time Series Analysis
14 11 (7.64%) BDD
14 11 (7.64%) Functional Programming
15 10 (6.94%) Asset Management
Programming Languages
1 138 (95.83%) Python
2 58 (40.28%) C++
3 46 (31.94%) Java
4 41 (28.47%) SQL
5 33 (22.92%) R
6 28 (19.44%) C
6 28 (19.44%) JavaScript
7 14 (9.72%) C#
8 11 (7.64%) MATLAB
9 10 (6.94%) Cython
9 10 (6.94%) Scala
10 8 (5.56%) Ruby
11 4 (2.78%) Clojure
11 4 (2.78%) Haskell
12 3 (2.08%) Perl
13 2 (1.39%) PowerShell
Qualifications
1 47 (32.64%) Degree
2 40 (27.78%) PhD
Quality Assurance & Compliance
1 2 (1.39%) QA
System Software
1 3 (2.08%) Docker
Systems Management
1 3 (2.08%) Ansible
1 3 (2.08%) Opscode Chef
1 3 (2.08%) Puppet
Vendors
1 29 (20.14%) Oracle
2 8 (5.56%) Facebook
3 6 (4.17%) Microsoft
4 5 (3.47%) Google
4 5 (3.47%) Tableau
5 3 (2.08%) Bloomberg
5 3 (2.08%) Reuters
6 2 (1.39%) NICE Systems
6 2 (1.39%) Sybase
7 1 (0.69%) Actimize
7 1 (0.69%) RapidMiner
London
Harrington Starr
Salary: £100000 - £120000 per annum + Benefits + Bonus
Posted: 11 hours ago
London
Burns Sheehan
Salary: £45000 - £60000 per annum + Stock Options
Posted: 13 hours ago
London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 15 hours ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 15 hours ago
London
Harvey Nash plc
Salary: £50000 - £75000 per annum
Posted: Yesterday
London
Quant Capital
Salary: Up to £70,000 per annum + bonus +benefits
Posted: Yesterday
Central London / West End
Montagu Olsen Associates
Salary: From £45,000 to £65,000 per annum
Posted: 2 days ago
Central London / West End
Quant Capital
Salary: From £40,000 to £60,000 per annum + bonus +benefits
Posted: 2 days ago
London
TEKsystems
Salary: £60000 - £70000 per annum + Shares + Benefits
Posted: 2 days ago
London
Oliver Bernard
Salary: £50000 - £60000 per annum + great benefits
Posted: 3 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
City, London
Client Server
Salary: £75k to £150k + bonus + benefits
Posted: 6 days ago
London
Client Server
Salary: £75,000 to £150,000 + 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
London
Huxley
Salary: £45000 - £80000 per annum + competitive
Posted: 27 days ago