Period
to 18 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Chester with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 6 months to 18 June 2018 with a comparison to the same period in the previous 2 years.

Python
Cheshire > Chester
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 21 23 20
Rank change year-on-year +2 -3 +14
Permanent jobs citing Python 35 20 34
As % of all permanent IT jobs advertised in Chester 11.33% 7.09% 10.12%
As % of the Programming Languages category 17.07% 10.05% 13.33%
Number of salaries quoted 32 16 34
Chester median annual salary £36,250 £32,500 £28,000
Median salary % change year-on-year +11.54% +16.07% -30.00%
10th Percentile £27,500 £27,500 £21,000
90th Percentile £65,000 £36,250 £33,500
Cheshire median annual salary £47,000 £35,000 £29,000
% change year-on-year +34.29% +20.69% -27.50%

Python 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 Chester with a requirement for coding skills.

All Programming Languages
Chester
Permanent vacancies with a requirement for coding skills 205 199 255
As % of all permanent IT jobs advertised in Chester 66.34% 70.57% 75.89%
Number of salaries quoted 190 183 231
Chester median annual salary £40,500 £37,500 £33,500
Median salary % change year-on-year +8.00% +11.94% -16.25%
10th Percentile £27,450 £27,500 £23,000
90th Percentile £58,750 £51,250 £52,500
Cheshire median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +6.67% -6.25%

Python
Job Vacancy Trend in Chester

Job postings citing Python as a percentage of all IT jobs advertised in Chester.

Job vacancy trend for Python in Chester

Python
Salary Trend in Chester

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

Salary trend for Python in Chester

Python
Salary Histogram in Chester

The salary distribution of IT jobs citing Python in Chester over the 6 months to 18 June 2018.

Salary histogram for Python in Chester

For the 6 months to 18 June 2018, IT jobs citing Python 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 Chester region with a requirement for Python.

1 18 (51.43%) JavaScript
2 17 (48.57%) Django
3 16 (45.71%) Amazon AWS
4 15 (42.86%) Big Data
5 14 (40.00%) Java
6 12 (34.29%) Apache Spark
7 11 (31.43%) DevOps
7 11 (31.43%) SQL
7 11 (31.43%) MySQL
8 10 (28.57%) Scala
9 9 (25.71%) NoSQL
9 9 (25.71%) AngularJS
9 9 (25.71%) Web Services
9 9 (25.71%) Yahoo!
9 9 (25.71%) Greenfield Project
10 8 (22.86%) Data Engineering
10 8 (22.86%) Linux
10 8 (22.86%) Hadoop
11 6 (17.14%) Open Source
11 6 (17.14%) Web Development
11 6 (17.14%) Degree
11 6 (17.14%) R
11 6 (17.14%) Data Science
12 5 (14.29%) Microsoft Azure
12 5 (14.29%) Data Visualisation
12 5 (14.29%) Analytics
12 5 (14.29%) Mathematics
12 5 (14.29%) Visualisation
12 5 (14.29%) Data Warehouse
12 5 (14.29%) Data Modelling

Python
Co-occurring IT Skills in Chester 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 12 (34.29%) Apache Spark
2 3 (8.57%) Apache
3 2 (5.71%) Apache Pig
3 2 (5.71%) nginx
4 1 (2.86%) Elasticsearch
Business Applications
1 2 (5.71%) Magento
Cloud Services
1 16 (45.71%) Amazon AWS
2 5 (14.29%) Microsoft Azure
3 3 (8.57%) Cloud Computing
3 3 (8.57%) Google Cloud Platform
4 2 (5.71%) Amazon S3
4 2 (5.71%) GitHub
Communications & Networking
1 3 (8.57%) Internet
Database & Business Intelligence
1 15 (42.86%) Big Data
2 11 (31.43%) MySQL
3 9 (25.71%) NoSQL
4 8 (22.86%) Hadoop
5 5 (14.29%) Data Warehouse
6 3 (8.57%) PostgreSQL
7 2 (5.71%) Apache Hive
7 2 (5.71%) Relational Database
8 1 (2.86%) Flink
8 1 (2.86%) MongoDB
Development Applications
1 2 (5.71%) Git (software)
General
1 2 (5.71%) Marketing
Job Titles
1 14 (40.00%) Developer
1 14 (40.00%) Python Developer
2 11 (31.43%) Data Engineer
3 9 (25.71%) Big Data Engineer
4 3 (8.57%) Analyst
4 3 (8.57%) Data Scientist
4 3 (8.57%) Python Engineer
5 2 (5.71%) Data Analyst
5 2 (5.71%) Python Web Developer
5 2 (5.71%) Senior Data Engineer
5 2 (5.71%) Web Developer
6 1 (2.86%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 17 (48.57%) Django
2 9 (25.71%) AngularJS
2 9 (25.71%) Web Services
3 3 (8.57%) Kafka
4 2 (5.71%) CherryPy
4 2 (5.71%) Flask
4 2 (5.71%) JSON
4 2 (5.71%) LAMP
4 2 (5.71%) LAPP Stack
4 2 (5.71%) LEMP Stack
4 2 (5.71%) Pylons
4 2 (5.71%) XML
5 1 (2.86%) CSS
5 1 (2.86%) HTML
5 1 (2.86%) Spark Streaming
Miscellaneous
1 9 (25.71%) Greenfield Project
2 3 (8.57%) Analytical Skills
2 3 (8.57%) Internet of Things
3 2 (5.71%) Computer Science
3 2 (5.71%) Video\Live Streaming
Operating Systems
1 8 (22.86%) Linux
2 2 (5.71%) Debian
2 2 (5.71%) Mac OS X
Processes & Methodologies
1 11 (31.43%) DevOps
2 8 (22.86%) Data Engineering
3 6 (17.14%) Data Science
3 6 (17.14%) Open Source
3 6 (17.14%) Web Development
4 5 (14.29%) Agile Software Development
4 5 (14.29%) Analytics
4 5 (14.29%) Data Analysis
4 5 (14.29%) Data Modelling
4 5 (14.29%) Data Visualisation
4 5 (14.29%) Mathematics
4 5 (14.29%) Visualisation
5 4 (11.43%) ETL
6 3 (8.57%) Business Intelligence
6 3 (8.57%) Statistical Modelling
7 2 (5.71%) Big Data Analytics
7 2 (5.71%) Data Analytics
7 2 (5.71%) Machine Learning
7 2 (5.71%) MapReduce
7 2 (5.71%) Predictive Modelling
Programming Languages
1 18 (51.43%) JavaScript
2 14 (40.00%) Java
3 11 (31.43%) SQL
4 10 (28.57%) Scala
5 6 (17.14%) R
6 4 (11.43%) C++
7 2 (5.71%) C
7 2 (5.71%) Perl
7 2 (5.71%) PHP
Qualifications
1 6 (17.14%) Degree
2 2 (5.71%) Computer Science Degree
2 2 (5.71%) Numerate Degree
Vendors
1 9 (25.71%) Yahoo!
2 4 (11.43%) Google