The table below looks at the statistics for NumPy skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited NumPy over the 3 months to 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
NumPy
London / City of London
Rank 211 259 311
Rank change year-on-year
+48 +52
Permanent jobs citing NumPy 11 6 8
As % of all permanent IT jobs located in the City of London 0.22% 0.088% 0.077%
As % of the Libraries, Frameworks & Software Standards category 0.59% 0.24% 0.24%
Number of salaries quoted 11 5 8
Median salary £70,000 £75,000 £65,000
Median salary % change year-on-year
-6.66% +15.38%
90% offered a salary of more than £60,000 £70,500 £54,750
10% offered a salary of more than £80,000 £82,500 £75,000
UK excluding London median salary £25,000 £45,000 £51,250
% change year-on-year
-44.44% -12.19%

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
1855 2453 3387
As % of all permanent IT jobs located in the City of London 37.36% 35.91% 32.63%
Number of salaries quoted 1682 2170 2999
Median salary £60,000 £55,375 £54,500
Median salary % change year-on-year
+8.35% +1.60%
90% offered a salary of more than £42,500 £40,000 £36,500
10% offered a salary of more than £85,000 £72,500 £80,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

NumPy
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing NumPy as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

NumPy Jobs Demand Trend in the City of London

NumPy
Salary Trend in the City of London

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

NumPy Salary Trend in the City of London

NumPy
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing NumPy across the City of London region over the 3 months to 19 February 2017.

NumPy Salary Histogram in the City of London

NumPy
Top 30 Related IT Skills in the City of London

For the 6 months to 19 February 2017, IT jobs citing NumPy also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the City of London region with a requirement for NumPy.

1 34 (100.00%) Python
2 25 (73.53%) SciPy
3 24 (70.59%) Pandas
4 21 (61.76%) Degree
5 18 (52.94%) Finance
6 17 (50.00%) C++
7 12 (35.29%) Machine Learning
8 11 (32.35%) IPython
8 11 (32.35%) C
8 11 (32.35%) SQL
8 11 (32.35%) Computer Science
9 10 (29.41%) Multithreading
9 10 (29.41%) Unix
9 10 (29.41%) Algorithms
9 10 (29.41%) Multithreaded Programming
9 10 (29.41%) High Availability
10 8 (23.53%) Analytics
10 8 (23.53%) Linux
11 7 (20.59%) PhD
11 7 (20.59%) Data Mining
11 7 (20.59%) STL
11 7 (20.59%) Boost C++ Libraries
11 7 (20.59%) Low Latency
11 7 (20.59%) High-Frequency Trading
12 6 (17.65%) scikit-learn
12 6 (17.65%) Hedge funds
12 6 (17.65%) GitHub
12 6 (17.65%) Visualisation
13 5 (14.71%) Django
13 5 (14.71%) Statistics

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

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 11 (32.35%) IPython
2 2 (5.88%) SAS
3 1 (2.94%) Apache Spark
Applications
1 4 (11.76%) GNU Octave
Business Applications
1 1 (2.94%) Front Arena
Cloud Services
1 6 (17.65%) GitHub
2 1 (2.94%) Google Cloud Platform
Database & Business Intelligence
1 7 (20.59%) Data Mining
2 5 (14.71%) NoSQL
3 4 (11.76%) Big Data
4 3 (8.82%) Hadoop
4 3 (8.82%) Relational Database
5 2 (5.88%) MongoDB
5 2 (5.88%) SQL Server
6 1 (2.94%) Apache Cassandra
6 1 (2.94%) KDB
Development Applications
1 3 (8.82%) Team Foundation Server
2 2 (5.88%) Maven
General
1 18 (52.94%) Finance
2 4 (11.76%) Front Office
3 3 (8.82%) Financial Institution
4 2 (5.88%) Marketing
5 1 (2.94%) Back Office
5 1 (2.94%) Games
Job Titles
1 20 (58.82%) Developer
2 19 (55.88%) Python Developer
3 7 (20.59%) Data Scientist
4 5 (14.71%) Quantitative Developer
5 4 (11.76%) C++ Developer
6 3 (8.82%) C++ Quantitative Developer
6 3 (8.82%) DevOps Engineer
6 3 (8.82%) Linux DevOps Engineer
6 3 (8.82%) Linux Engineer
6 3 (8.82%) Linux/Unix DevOps
7 2 (5.88%) Senior Data Scientist
8 1 (2.94%) Algorithmic Trading Developer
8 1 (2.94%) Architect
8 1 (2.94%) C# Developer
8 1 (2.94%) C++/C# Developer
8 1 (2.94%) Data Architect
8 1 (2.94%) Data Engineer
8 1 (2.94%) Front Arena Developer
8 1 (2.94%) Senior Data Engineer
8 1 (2.94%) Systems Engineer
Libraries, Frameworks & Software Standards
1 25 (73.53%) SciPy
2 24 (70.59%) Pandas
3 7 (20.59%) Boost C++ Libraries
3 7 (20.59%) STL
4 6 (17.65%) scikit-learn
5 5 (14.71%) Django
6 3 (8.82%) Flask
6 3 (8.82%) Matplotlib
6 3 (8.82%) OpenGL
6 3 (8.82%) scikit-cuda
6 3 (8.82%) SQLAlchemy
7 2 (5.88%) Celery
8 1 (2.94%) Akka
8 1 (2.94%) AngularJS
8 1 (2.94%) Esper
8 1 (2.94%) Pyramid
8 1 (2.94%) REST
8 1 (2.94%) TensorFlow
Miscellaneous
1 11 (32.35%) Computer Science
2 10 (29.41%) Algorithms
3 6 (17.65%) Hedge funds
3 6 (17.65%) Visualisation
4 5 (14.71%) Statistics
5 4 (11.76%) Data Structures
5 4 (11.76%) Mathematics
6 3 (8.82%) CUDA
6 3 (8.82%) Fintech
7 2 (5.88%) Clustering
7 2 (5.88%) Neural Network
7 2 (5.88%) Physics
7 2 (5.88%) PMI
8 1 (2.94%) Artificial Intelligence
8 1 (2.94%) Credit Risk
8 1 (2.94%) Social Media
8 1 (2.94%) User Experience
Operating Systems
1 10 (29.41%) Unix
2 8 (23.53%) Linux
3 4 (11.76%) Windows
Processes & Methodologies
1 12 (35.29%) Machine Learning
2 10 (29.41%) High Availability
2 10 (29.41%) Multithreaded Programming
2 10 (29.41%) Multithreading
3 8 (23.53%) Analytics
4 7 (20.59%) High-Frequency Trading
4 7 (20.59%) Low Latency
5 5 (14.71%) Data Modelling
6 4 (11.76%) Data Analysis
6 4 (11.76%) DevOps
7 3 (8.82%) Continuous Integration
7 3 (8.82%) Data Visualisation
7 3 (8.82%) Investment Management
7 3 (8.82%) SDLC
7 3 (8.82%) Systematic Trading
7 3 (8.82%) TDD
8 2 (5.88%) Agile Software Development
8 2 (5.88%) Business Intelligence
8 2 (5.88%) Change Control
8 2 (5.88%) Signal Processing
Programming Languages
1 34 (100.00%) Python
2 17 (50.00%) C++
3 11 (32.35%) C
3 11 (32.35%) SQL
4 5 (14.71%) C#
5 4 (11.76%) Bash Shell
5 4 (11.76%) R
6 3 (8.82%) Java
7 2 (5.88%) MATLAB
8 1 (2.94%) Cython
8 1 (2.94%) Scala
Qualifications
1 21 (61.76%) Degree
2 7 (20.59%) PhD
3 2 (5.88%) PMI Certification
System Software
1 1 (2.94%) Docker
Vendors
1 3 (8.82%) Red Hat
2 2 (5.88%) Cloudera
2 2 (5.88%) Hortonworks
3 1 (2.94%) Google
3 1 (2.94%) Oracle
City, London
E-synergy Solutions
Salary: £50000 - £65000 per annum
Posted: 6 days ago