Period
to 14 December 2018

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 6 months to 14 December 2018 with a comparison to the same period in the previous 2 years.

Cython
UK > England
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 1072 1171 1198
Rank change year-on-year +99 +27 +89
Permanent jobs citing Cython 32 11 3
As % of all permanent IT jobs advertised in England 0.022% 0.007% 0.002%
As % of the Programming Languages category 0.039% 0.012% 0.003%
Number of salaries quoted 32 8 3
England median annual salary £80,000 £100,000 £50,000
Median salary % change year-on-year -20.00% +100.00% -20.00%
10th Percentile £51,250 £100,000 £39,000
90th Percentile £93,000 £140,000 £60,000
UK median annual salary £80,000 £100,000 £50,000
% change year-on-year -20.00% +100.00% -20.00%

Cython is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for coding skills.

All Programming Languages
England
Permanent vacancies with a requirement for coding skills 81,532 93,246 93,187
As % of all permanent IT jobs advertised in England 55.08% 55.42% 53.20%
Number of salaries quoted 68,243 77,552 80,874
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £31,250 £29,750 £28,750
90th Percentile £85,000 £77,500 £77,500
UK median annual salary £51,312 £50,000 £47,500
% change year-on-year +2.62% +5.26% +5.56%

Cython
Job Vacancy Trend in England

Job postings citing Cython as a percentage of all IT jobs advertised in England.

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 6 months to 14 December 2018.

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 6 months to 14 December 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +74 19 £82,500 -17.50% 2
South East - 13 £57,500 - 1
Cython
UK

For the 6 months to 14 December 2018, IT jobs citing Cython also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for Cython.

1 30 (93.75%) Python
1 30 (93.75%) Linux
1 30 (93.75%) Machine Learning
2 28 (87.50%) Java
3 25 (78.13%) Algorithms
4 19 (59.38%) Statistics
5 18 (56.25%) C
6 16 (50.00%) Degree
6 16 (50.00%) Mathematics
6 16 (50.00%) Natural Language Processing
7 15 (46.88%) NoSQL
7 15 (46.88%) Software Engineering
7 15 (46.88%) Go
7 15 (46.88%) Deep Learning
7 15 (46.88%) Relational Database
7 15 (46.88%) Agile Software Development
7 15 (46.88%) Computer Science
7 15 (46.88%) Continuous Integration
7 15 (46.88%) Git (software)
7 15 (46.88%) Test Automation
7 15 (46.88%) CouchDB
7 15 (46.88%) Scrum
7 15 (46.88%) JavaScript
7 15 (46.88%) MySQL
7 15 (46.88%) C++
7 15 (46.88%) Unix
7 15 (46.88%) RDBMS
7 15 (46.88%) TensorFlow
7 15 (46.88%) Numerate Degree
8 14 (43.75%) Analytics

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 2 (6.25%) Elasticsearch
2 1 (3.13%) IPython
Database & Business Intelligence
1 15 (46.88%) CouchDB
1 15 (46.88%) MySQL
1 15 (46.88%) NoSQL
1 15 (46.88%) RDBMS
1 15 (46.88%) Relational Database
Development Applications
1 15 (46.88%) Git (software)
General
1 13 (40.63%) Finance
1 13 (40.63%) Publishing
2 10 (31.25%) Electronics
2 10 (31.25%) Manufacturing
2 10 (31.25%) Marketing
2 10 (31.25%) Telecoms
Job Titles
1 18 (56.25%) Developer
2 17 (53.13%) Python Developer
3 15 (46.88%) Senior Developer
3 15 (46.88%) Senior Python Developer
4 13 (40.63%) Python Engineer
5 10 (31.25%) Java Developer
5 10 (31.25%) Senior Java Developer
6 9 (28.13%) Linux Developer
7 8 (25.00%) Machine Learning Engineer
7 8 (25.00%) NoSQL Developer
8 5 (15.63%) Python Software Engineer
8 5 (15.63%) Software Engineer
9 4 (12.50%) Senior Software Engineer
10 2 (6.25%) Data Scientist
10 2 (6.25%) Quantitative Developer
11 1 (3.13%) Developer/Software Engineer
11 1 (3.13%) Linux Engineer
11 1 (3.13%) Software Developer
Libraries, Frameworks & Software Standards
1 16 (50.00%) Natural Language Processing
2 15 (46.88%) TensorFlow
3 1 (3.13%) Flask
3 1 (3.13%) NumPy
3 1 (3.13%) Pandas
Miscellaneous
1 25 (78.13%) Algorithms
2 2 (6.25%) Data Structures
3 1 (3.13%) Client/Server
3 1 (3.13%) Fintech
3 1 (3.13%) Grid Computing
3 1 (3.13%) Hedge funds
Operating Systems
1 30 (93.75%) Linux
2 15 (46.88%) Unix
Processes & Methodologies
1 30 (93.75%) Machine Learning
2 19 (59.38%) Statistics
3 16 (50.00%) Mathematics
4 15 (46.88%) Agile Software Development
4 15 (46.88%) Computer Science
4 15 (46.88%) Continuous Integration
4 15 (46.88%) Deep Learning
4 15 (46.88%) Scrum
4 15 (46.88%) Software Engineering
4 15 (46.88%) Test Automation
5 14 (43.75%) Analytics
6 13 (40.63%) Artificial Intelligence
6 13 (40.63%) Bayesian Methods
6 13 (40.63%) Computational Biology
6 13 (40.63%) Computational Linguistics
6 13 (40.63%) Computer Vision
6 13 (40.63%) Distributed Algorithms
6 13 (40.63%) Multithreading
6 13 (40.63%) Probabilistic Modelling
6 13 (40.63%) Reinforcement Learning
Programming Languages
1 30 (93.75%) Python
2 28 (87.50%) Java
3 18 (56.25%) C
4 15 (46.88%) C++
4 15 (46.88%) Go
4 15 (46.88%) JavaScript
5 13 (40.63%) C#
6 1 (3.13%) SQL
Qualifications
1 16 (50.00%) Degree
2 15 (46.88%) Numerate Degree
3 13 (40.63%) MPhil
3 13 (40.63%) PhD
Vendors
1 10 (31.25%) SAP