The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Cython skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cython over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Cython
UK / England
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 839 927 935
Rank change year-on-year +88 +8  
Permanent jobs citing Cython 3 20 1
As % of all permanent IT jobs advertised in England 0.004% 0.021% 0.001%
As % of the Programming Languages category 0.007% 0.040% 0.002%
Number of salaries quoted 3 20 1
Median salary £75,000 £55,000 £95,000
Median salary % change year-on-year +36.36% -42.10%  
UK excluding London median salary - - -

Cython is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for programming language skills.

Programming Language Skills
England
Permanent job vacancies with a requirement for programming language skills 43775 50629 51213
As % of all permanent IT job vacancies advertised in England 54.69% 51.92% 50.63%
Number of salaries quoted 37647 44048 43924
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £72,500 £67,500 £70,000
UK excluding London median salary £41,500 £41,000 £40,000
% change year-on-year +1.21% +2.50%  

Cython
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Cython as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Cython in England

Cython
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Cython in England.

Salary trend for Cython in England

Cython
Salary Histogram in England

The salary distribution of IT jobs citing Cython in England over the 3 months to 28 March 2017.

Salary histogram for Cython in England

Cython
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cython within the England region over the 3 months to 28 March 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +61 3 £75,000 +36.36%
Cython
UK

For the 6 months to 28 March 2017, IT jobs citing Cython 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 England region with a requirement for Cython.

1 4 (100.00%) Python
2 3 (75.00%) C++
2 3 (75.00%) Computer Science
3 2 (50.00%) NumPy
3 2 (50.00%) Machine Learning
3 2 (50.00%) Big Data
3 2 (50.00%) Ansible
3 2 (50.00%) Algorithms
3 2 (50.00%) OO
4 1 (25.00%) Apache
4 1 (25.00%) Google Cloud Platform
4 1 (25.00%) Celery
4 1 (25.00%) Fintech
4 1 (25.00%) Code Optimisation
4 1 (25.00%) Docker
4 1 (25.00%) DevOps
4 1 (25.00%) Pandas
4 1 (25.00%) Mesos
4 1 (25.00%) Apache Spark
4 1 (25.00%) Workflow
4 1 (25.00%) Finance
4 1 (25.00%) Agile Software Development
4 1 (25.00%) TDD
4 1 (25.00%) Data Management
4 1 (25.00%) Workflow Management
4 1 (25.00%) Google
4 1 (25.00%) Statistics
4 1 (25.00%) Degree
4 1 (25.00%) Mathematics
4 1 (25.00%) Physics

Cython
Co-occurring IT Skills in England 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 1 (25.00%) Apache
1 1 (25.00%) Apache Spark
Cloud Services
1 1 (25.00%) Amazon AWS
1 1 (25.00%) Cloud Computing
1 1 (25.00%) Google Cloud Platform
Database & Business Intelligence
1 2 (50.00%) Big Data
2 1 (25.00%) Apache Cassandra
2 1 (25.00%) MongoDB
2 1 (25.00%) NoSQL
2 1 (25.00%) Redis
Development Applications
1 1 (25.00%) Git (software)
General
1 1 (25.00%) Finance
Job Titles
1 2 (50.00%) Developer
2 1 (25.00%) C++ Developer
2 1 (25.00%) Data Scientist
2 1 (25.00%) DevOps Engineer
2 1 (25.00%) Machine Learning Developer
2 1 (25.00%) Operations Engineer
2 1 (25.00%) Python Developer
Libraries, Frameworks & Software Standards
1 2 (50.00%) NumPy
2 1 (25.00%) Celery
2 1 (25.00%) Pandas
2 1 (25.00%) RabbitMQ
2 1 (25.00%) RESTful
2 1 (25.00%) SciPy
2 1 (25.00%) SQLAlchemy
2 1 (25.00%) Web Services
Miscellaneous
1 3 (75.00%) Computer Science
2 2 (50.00%) Algorithms
3 1 (25.00%) Fintech
3 1 (25.00%) Hedge funds
Operating Systems
1 1 (25.00%) Linux
1 1 (25.00%) Unix
Processes & Methodologies
1 2 (50.00%) Machine Learning
1 2 (50.00%) OO
2 1 (25.00%) Agile Software Development
2 1 (25.00%) Analytics
2 1 (25.00%) Code Optimisation
2 1 (25.00%) Configuration Management
2 1 (25.00%) Data Management
2 1 (25.00%) DevOps
2 1 (25.00%) Mathematics
2 1 (25.00%) OOD
2 1 (25.00%) Physics
2 1 (25.00%) Statistics
2 1 (25.00%) TDD
2 1 (25.00%) Visualisation
2 1 (25.00%) Workflow
2 1 (25.00%) Workflow Management
Programming Languages
1 4 (100.00%) Python
2 3 (75.00%) C++
3 1 (25.00%) MATLAB
3 1 (25.00%) R
3 1 (25.00%) SQL
Qualifications
1 1 (25.00%) Degree
1 1 (25.00%) PhD
System Software
1 1 (25.00%) Docker
Systems Management
1 2 (50.00%) Ansible
2 1 (25.00%) Mesos
Vendors
1 1 (25.00%) Google