The table below looks at the statistics for NumPy skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 8 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
8 Feb 2016
Same period 2015 Same period 2014
NumPy
Rank 822 924 903
Rank change year-on-year
+102 -21
Permanent jobs citing NumPy 112 26 32
As % of all permanent IT jobs located in the UK 0.11% 0.024% 0.031%
As % of the Libraries, Frameworks & Software Standards category 0.29% 0.066% 0.075%
Number of salaries quoted 96 24 31
Average salary £63,750 £65,000 £52,500
Average salary % change year-on-year
-1.92% +23.80%
90% offered a salary of more than £32,500 £44,000 £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%

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised across the UK.

Libraries, Frameworks & Software Standards Category
UK
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
38503 39611 42685
As % of all permanent IT jobs located in the UK 37.97% 37.18% 41.37%
Number of salaries quoted 33219 34097 35665
Average salary £45,000 £42,500 £42,500
Average salary % change year-on-year
+5.88% -
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £67,500 £62,500 £65,000
UK excluding London average salary £42,500 £40,000 £38,500
% change year-on-year
+6.25% +3.89%

NumPy
Jobs Demand Trend

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

NumPy Jobs Demand Trend in the UK

NumPy
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NumPy within the UK.

NumPy Salary Trend in the UK

NumPy
Salary Histogram

This chart provides a salary histogram for IT jobs citing NumPy over the 3 months to 8 February 2016 within the UK.

NumPy Salary Histogram in the UK

NumPy
Top 16 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing NumPy within the UK over the 3 months to 8 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
England +86 112 £63,750 -1.92% 20
London +78 98 £70,000 +3.70% 17
South East +23 6 £62,500 +21.95% 2
Devon - 6 £32,000 -
South West - 6 £32,000 -
Plymouth - 6 £32,000 -
City of London +54 5 £78,750 +21.15% 3
Oxfordshire -3 5 £62,500 +21.95% 2
Oxford -3 1 £72,500 +41.46% 1
Camberley - 1 £60,000 -
Manchester - 1 £45,000 -
Surrey - 1 £60,000 -
Cambridge - 1 - -
Cambridgeshire - 1 - - 1
North West - 1 £45,000 -
East of England - 1 - - 1

NumPy
Top 30 Related IT Skills

For the 6 months to 8 February 2016, IT jobs within the UK 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.

1 160 (95.81%) Python
2 136 (81.44%) SciPy
3 91 (54.49%) Finance
3 91 (54.49%) Pandas
4 83 (49.70%) Computer Science
5 74 (44.31%) C++
6 58 (34.73%) Java
7 56 (33.53%) Degree
7 56 (33.53%) Algorithms
8 54 (32.34%) Mathematics
8 54 (32.34%) Linux
9 53 (31.74%) Hedge funds
10 52 (31.14%) Statistics
11 50 (29.94%) PhD
12 49 (29.34%) Machine Learning
13 47 (28.14%) Agile Software Development
14 45 (26.95%) MongoDB
14 45 (26.95%) Visualisation
15 44 (26.35%) Software Engineering
16 42 (25.15%) SQL
16 42 (25.15%) NoSQL
17 40 (23.95%) AngularJS
17 40 (23.95%) Pyramid
18 38 (22.75%) C
19 35 (20.96%) OO
20 34 (20.36%) R
21 32 (19.16%) Open Source
21 32 (19.16%) Physics
22 30 (17.96%) Maven
22 30 (17.96%) Oracle

NumPy
Top Related IT Skills by Category

For the 6 months to 8 February 2016, IT jobs within the UK 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 (13.17%) Apache
2 19 (11.38%) Apache Spark
3 14 (8.38%) Elasticsearch
4 4 (2.40%) Apache Pig
4 4 (2.40%) Node.js
5 2 (1.20%) SAS
6 1 (0.60%) CloudStack
6 1 (0.60%) IPython
Applications
1 9 (5.39%) Mathematica
Cloud Services
1 16 (9.58%) Amazon AWS
2 12 (7.19%) Cloud Computing
3 7 (4.19%) SaaS
4 2 (1.20%) GitHub
4 2 (1.20%) Google Cloud Platform
Communications & Networking
1 3 (1.80%) HTTP
1 3 (1.80%) Skype
Database & Business Intelligence
1 45 (26.95%) MongoDB
2 42 (25.15%) NoSQL
3 30 (17.96%) Big Data
4 26 (15.57%) PostgreSQL
5 12 (7.19%) Data Mining
5 12 (7.19%) KDB
6 10 (5.99%) Hadoop
7 8 (4.79%) Amazon Redshift
7 8 (4.79%) Apache Hive
7 8 (4.79%) Redis
8 7 (4.19%) MySQL
9 6 (3.59%) SQL Server
10 2 (1.20%) Apache Cassandra
10 2 (1.20%) Relational Database
10 2 (1.20%) Text Mining
11 1 (0.60%) HBase
Development Applications
1 30 (17.96%) Maven
2 29 (17.37%) Git (software)
3 12 (7.19%) Mercurial
4 2 (1.20%) JIRA
General
1 91 (54.49%) Finance
2 23 (13.77%) Front Office
3 6 (3.59%) Marketing
4 4 (2.40%) Advertising
5 2 (1.20%) Banking
6 1 (0.60%) Games
6 1 (0.60%) Investment Banking
6 1 (0.60%) Retail
Job Titles
1 110 (65.87%) Developer
2 86 (51.50%) Python Developer
3 28 (16.77%) Quantitative Developer
4 24 (14.37%) Analyst
5 22 (13.17%) Junior
6 20 (11.98%) Junior Developer
7 19 (11.38%) Data Analyst
7 19 (11.38%) Junior Python Developer
8 17 (10.18%) C++ Developer
9 16 (9.58%) Data Scientist
10 13 (7.78%) Linux Developer
11 11 (6.59%) Machine Learning Developer
12 10 (5.99%) Senior Developer
13 8 (4.79%) Java Developer
14 7 (4.19%) Principal Developer
15 6 (3.59%) C++ Quantitative Developer
15 6 (3.59%) Senior Analyst
15 6 (3.59%) Systems Developer
16 5 (2.99%) SQL Analyst
16 5 (2.99%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 136 (81.44%) SciPy
2 91 (54.49%) Pandas
3 40 (23.95%) AngularJS
3 40 (23.95%) Pyramid
4 28 (16.77%) Esper
5 20 (11.98%) Natural Language Processing
6 18 (10.78%) D3.js
7 17 (10.18%) Flask
7 17 (10.18%) scikit-learn
8 13 (7.78%) CSS
8 13 (7.78%) HTML
8 13 (7.78%) Kafka
8 13 (7.78%) Matplotlib
8 13 (7.78%) PostGIS
9 12 (7.19%) Highcharts JS
10 11 (6.59%) Celery
10 11 (6.59%) CoreNLP
11 7 (4.19%) RESTful
11 7 (4.19%) Web Services
12 6 (3.59%) Django
Miscellaneous
1 83 (49.70%) Computer Science
2 56 (33.53%) Algorithms
3 54 (32.34%) Mathematics
4 53 (31.74%) Hedge funds
5 52 (31.14%) Statistics
6 45 (26.95%) Visualisation
7 32 (19.16%) Physics
8 27 (16.17%) Analytical Skills
9 13 (7.78%) Fintech
10 9 (5.39%) Blog
10 9 (5.39%) Derivative
10 9 (5.39%) Equities
10 9 (5.39%) Fixed Income
10 9 (5.39%) Foreign Exchange (FX)
11 8 (4.79%) Artificial Intelligence
12 7 (4.19%) Management Information System
13 6 (3.59%) Market Risk
14 5 (2.99%) Client/Server
15 4 (2.40%) Data Structures
15 4 (2.40%) Neural Network
Operating Systems
1 54 (32.34%) Linux
2 12 (7.19%) Windows
3 4 (2.40%) Unix
Processes & Methodologies
1 49 (29.34%) Machine Learning
2 47 (28.14%) Agile Software Development
3 44 (26.35%) Software Engineering
4 35 (20.96%) OO
5 32 (19.16%) Open Source
6 28 (16.77%) Continuous Integration
7 25 (14.97%) Analytics
8 24 (14.37%) Unit Testing
9 21 (12.57%) Refactoring
9 21 (12.57%) Systematic Trading
9 21 (12.57%) TDD
10 19 (11.38%) Quantitative Trading
11 15 (8.98%) Low Latency
12 14 (8.38%) Algorithmic Trading
12 14 (8.38%) Data Analysis
12 14 (8.38%) DevOps
12 14 (8.38%) Web Development
13 12 (7.19%) BDD
13 12 (7.19%) Data Visualisation
13 12 (7.19%) Time Series Analysis
Programming Languages
1 160 (95.81%) Python
2 74 (44.31%) C++
3 58 (34.73%) Java
4 42 (25.15%) SQL
5 38 (22.75%) C
6 34 (20.36%) R
7 29 (17.37%) JavaScript
8 26 (15.57%) MATLAB
9 20 (11.98%) C#
10 11 (6.59%) Scala
11 8 (4.79%) Cython
11 8 (4.79%) Ruby
12 4 (2.40%) Clojure
12 4 (2.40%) Haskell
13 3 (1.80%) Perl
14 2 (1.20%) PowerShell
Qualifications
1 56 (33.53%) Degree
2 50 (29.94%) PhD
Quality Assurance & Compliance
1 2 (1.20%) QA
System Software
1 3 (1.80%) Docker
Systems Management
1 3 (1.80%) Ansible
1 3 (1.80%) Opscode Chef
1 3 (1.80%) Puppet
Vendors
1 30 (17.96%) Oracle
2 8 (4.79%) Facebook
3 6 (3.59%) Microsoft
3 6 (3.59%) Tableau
4 5 (2.99%) Google
5 3 (1.80%) Bloomberg
5 3 (1.80%) Reuters
6 2 (1.20%) NICE Systems
6 2 (1.20%) Sybase
7 1 (0.60%) Actimize
7 1 (0.60%) RapidMiner
Oxfordshire
The People Network
Salary: £20000 - £35000 per annum + Bens
Posted: 2 days ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 2 days ago
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 2 days ago
City, London
Client Server
Salary: £75k to £150k + bonus + benefits
Posted: 2 days ago
London
Client Server
Salary: £75,000 to £150,000 + bonus + benefits
Posted: 2 days ago
Oxford
Recruitment Genius Ltd
Posted: 3 days ago
London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 4 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 4 days ago
Central London / West End
Quant Capital
Salary: From £40,000 to £60,000 per annum + bonus +benefits
Posted: 4 days ago
London
Pioneer Search
Salary: £100000 - £150000 per annum + Bonus + Benefits - Excellent
Posted: 6 days ago
City, London
Harrington Starr
Salary: £50000 - £70000 per annum + Bonus + Benefits
Posted: 6 days ago
London
Harnham
Salary: Benefits
Posted: 7 days ago
London
Harnham
Salary: Benefits
Posted: 7 days ago
London
Quant Capital
Salary: up to £70,000 per year
Posted: 11 days ago
London
Quant Capital
Salary: up to £50,000 per year
Posted: 17 days ago
London
Huxley
Salary: competitive
Posted: 24 days ago
London
Huxley
Salary: £45000 - £80000 per annum + competitive
Posted: 24 days ago