Period
to 15 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Exeter 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Python
Devon > Exeter
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 9 36 8
Rank change year-on-year +27 -28 +40
Permanent jobs citing Python 49 27 83
As % of all permanent IT jobs advertised in Exeter 17.82% 7.26% 17.93%
As % of the Programming Languages category 29.70% 9.93% 28.82%
Number of salaries quoted 45 23 78
Exeter median annual salary £42,500 £36,063 £50,000
Median salary % change year-on-year +17.85% -27.87% +121.96%
10th Percentile £26,250 £22,266 £24,560
90th Percentile £66,500 £104,500 £78,000
Devon median annual salary £40,000 £45,000 £40,000
% change year-on-year -11.11% +12.50% +60.00%

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 Exeter with a requirement for coding skills.

All Programming Languages
Exeter
Permanent vacancies with a requirement for coding skills 165 272 288
As % of all permanent IT jobs advertised in Exeter 60.00% 73.12% 62.20%
Number of salaries quoted 151 252 266
Exeter median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +3.45%
10th Percentile £27,500 £25,750 £25,750
90th Percentile £56,250 £55,000 £60,000
Devon median annual salary £37,500 £40,000 £35,000
% change year-on-year -6.25% +14.29% -

Python
Job Vacancy Trend in Exeter

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

Job vacancy trend for Python in Exeter

Python
Salary Trend in Exeter

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

Salary trend for Python in Exeter

Python
Salary Histogram in Exeter

The salary distribution of IT jobs citing Python in Exeter over the 6 months to 15 November 2018.

Salary histogram for Python in Exeter

For the 6 months to 15 November 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 Exeter region with a requirement for Python.

1 22 (44.90%) Linux
2 19 (38.78%) SQL
3 18 (36.73%) JavaScript
4 16 (32.65%) Agile Software Development
5 15 (30.61%) Amazon AWS
6 14 (28.57%) Degree
7 13 (26.53%) Django
7 13 (26.53%) Java
8 12 (24.49%) MySQL
8 12 (24.49%) PHP
8 12 (24.49%) Business Intelligence
9 11 (22.45%) HTML
10 10 (20.41%) Git (software)
10 10 (20.41%) Bash Shell
11 9 (18.37%) Test Automation
11 9 (18.37%) Analytics
11 9 (18.37%) Relational Database
11 9 (18.37%) User Experience
11 9 (18.37%) Mathematics
12 8 (16.33%) CodeIgniter
12 8 (16.33%) Web Services
12 8 (16.33%) Red Hat Enterprise Linux
12 8 (16.33%) Phalcon
13 7 (14.29%) Statistical Modelling
13 7 (14.29%) Windows
13 7 (14.29%) Microsoft
14 6 (12.24%) CSS
14 6 (12.24%) Time Management
14 6 (12.24%) CentOS
14 6 (12.24%) TDD

Python
Co-occurring IT Skills in Exeter 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 3 (6.12%) SAS
2 1 (2.04%) Apache Spark
2 1 (2.04%) CMS
2 1 (2.04%) IIS
2 1 (2.04%) Umbraco
Applications
1 3 (6.12%) SPSS
2 2 (4.08%) InVision
2 2 (4.08%) Photoshop
Business Applications
1 3 (6.12%) Dynamics CRM
Cloud Services
1 15 (30.61%) Amazon AWS
2 5 (10.20%) Microsoft Azure
3 4 (8.16%) GitHub
4 2 (4.08%) Google Cloud Platform
4 2 (4.08%) PaaS
4 2 (4.08%) SaaS
5 1 (2.04%) Amazon EC2
5 1 (2.04%) Amazon ELB
5 1 (2.04%) Amazon EMR
5 1 (2.04%) Amazon S3
5 1 (2.04%) AWS Lambda
5 1 (2.04%) Serverless
Communications & Networking
1 1 (2.04%) Wi-Fi
Database & Business Intelligence
1 12 (24.49%) MySQL
2 9 (18.37%) Relational Database
3 4 (8.16%) MongoDB
3 4 (8.16%) NoSQL
3 4 (8.16%) PostgreSQL
3 4 (8.16%) Power BI
4 3 (6.12%) Spatial Data
4 3 (6.12%) SQL Server
5 2 (4.08%) MariaDB
5 2 (4.08%) OLTP
5 2 (4.08%) SQL Server Analysis Services
5 2 (4.08%) SQL Server Integration Services
6 1 (2.04%) Amazon DynamoDB
6 1 (2.04%) Amazon RDS
6 1 (2.04%) GIS
6 1 (2.04%) RDBMS
6 1 (2.04%) Redis
Development Applications
1 10 (20.41%) Git (software)
2 5 (10.20%) GitLab
3 4 (8.16%) Jenkins
4 3 (6.12%) Vagrant
5 2 (4.08%) Balsamiq Mockups
5 2 (4.08%) gulp
5 2 (4.08%) Jasmine
5 2 (4.08%) Karma Test Runner
5 2 (4.08%) Subversion
5 2 (4.08%) webpack
6 1 (2.04%) JUnit
6 1 (2.04%) Maven
6 1 (2.04%) Selenium
6 1 (2.04%) Spock
General
1 4 (8.16%) Marketing
2 2 (4.08%) Finance
3 1 (2.04%) Advertising
Job Titles
1 24 (48.98%) Developer
2 8 (16.33%) Backend Developer
3 5 (10.20%) Business Intelligence Specialist
3 5 (10.20%) Python Developer
3 5 (10.20%) Software Developer
4 4 (8.16%) Java Developer
5 3 (6.12%) .NET Developer
5 3 (6.12%) Analyst
5 3 (6.12%) C# Developer
5 3 (6.12%) Consultant
5 3 (6.12%) Data Model Consultant
5 3 (6.12%) Graduate
5 3 (6.12%) Graduate .NET Developer
5 3 (6.12%) Graduate C# Developer
5 3 (6.12%) Graduate Developer
5 3 (6.12%) Graduate Java Developer
5 3 (6.12%) Scientific Software Developer
5 3 (6.12%) Software Engineer
5 3 (6.12%) SQL Developer
5 3 (6.12%) VB Developer
Libraries, Frameworks & Software Standards
1 13 (26.53%) Django
2 11 (22.45%) HTML
3 8 (16.33%) CodeIgniter
3 8 (16.33%) Phalcon
3 8 (16.33%) Web Services
4 6 (12.24%) CSS
5 5 (10.20%) REST
5 5 (10.20%) SOAP
6 4 (8.16%) AngularJS
6 4 (8.16%) HTML5
7 3 (6.12%) .NET
7 3 (6.12%) PostGIS
8 2 (4.08%) amCharts
8 2 (4.08%) D3.js
8 2 (4.08%) Ionic Framework
8 2 (4.08%) MDX
8 2 (4.08%) Node.js
8 2 (4.08%) React
8 2 (4.08%) React Native
8 2 (4.08%) Sass
Miscellaneous
1 9 (18.37%) User Experience
2 6 (12.24%) Algorithms
2 6 (12.24%) Linux Command Line
3 3 (6.12%) Computer Science
4 2 (4.08%) Grid Computing
5 1 (2.04%) Blog
5 1 (2.04%) Clustering
5 1 (2.04%) Graphic Design
5 1 (2.04%) Renewable Energy
5 1 (2.04%) Replication
5 1 (2.04%) Virtual Team
Operating Systems
1 22 (44.90%) Linux
2 8 (16.33%) Red Hat Enterprise Linux
3 7 (14.29%) Windows
4 6 (12.24%) CentOS
5 3 (6.12%) Android
5 3 (6.12%) Apple iOS
5 3 (6.12%) Mac OS
6 1 (2.04%) Debian
6 1 (2.04%) Ubuntu
6 1 (2.04%) VMS
Processes & Methodologies
1 16 (32.65%) Agile Software Development
2 12 (24.49%) Business Intelligence
3 9 (18.37%) Analytics
3 9 (18.37%) Mathematics
3 9 (18.37%) Test Automation
4 7 (14.29%) Statistical Modelling
5 6 (12.24%) Data Analysis
5 6 (12.24%) Performance Optimisation
5 6 (12.24%) TDD
5 6 (12.24%) Time Management
6 5 (10.20%) Collaborative Working
6 5 (10.20%) Continuous Integration
6 5 (10.20%) Problem-Solving
6 5 (10.20%) Project Management
7 4 (8.16%) Customer Requirements
7 4 (8.16%) Data Modelling
7 4 (8.16%) OOP
7 4 (8.16%) Product Management
7 4 (8.16%) Software Engineering
7 4 (8.16%) Web Development
Programming Languages
1 19 (38.78%) SQL
2 18 (36.73%) JavaScript
3 13 (26.53%) Java
4 12 (24.49%) PHP
5 10 (20.41%) Bash Shell
6 5 (10.20%) Ruby
7 4 (8.16%) C#
7 4 (8.16%) R
7 4 (8.16%) VB
8 3 (6.12%) Go
8 3 (6.12%) Groovy
8 3 (6.12%) MATLAB
9 2 (4.08%) C++
9 2 (4.08%) ES6
9 2 (4.08%) Objective-C
9 2 (4.08%) PowerShell
9 2 (4.08%) T-SQL
9 2 (4.08%) TypeScript
10 1 (2.04%) Java 8
10 1 (2.04%) Perl
Qualifications
1 14 (28.57%) Degree
2 5 (10.20%) Microsoft Certification
3 3 (6.12%) Computer Science Degree
3 3 (6.12%) PhD
3 3 (6.12%) RHCE
3 3 (6.12%) RHCSA
4 2 (4.08%) CCNA
4 2 (4.08%) Cisco Certification
4 2 (4.08%) MCITP
4 2 (4.08%) MCSE
5 1 (2.04%) DBS Check
Quality Assurance & Compliance
1 5 (10.20%) ISO 9001
1 5 (10.20%) ISO/IEC 27001
2 1 (2.04%) Data Quality
2 1 (2.04%) QA
System Software
1 4 (8.16%) Docker
2 2 (4.08%) Oracle RAC
3 1 (2.04%) Hyper-V
3 1 (2.04%) VMware Infrastructure
Systems Management
1 4 (8.16%) Ansible
2 3 (6.12%) Puppet
3 2 (4.08%) Opscode Chef
3 2 (4.08%) Oracle Enterprise Manager
4 1 (2.04%) Docker Swarm
4 1 (2.04%) Graylog
4 1 (2.04%) Kubernetes
4 1 (2.04%) Nagios
4 1 (2.04%) Prometheus
4 1 (2.04%) Red Hat Spacewalk
4 1 (2.04%) Terraform
4 1 (2.04%) ZABBIX
Vendors
1 7 (14.29%) Microsoft
2 6 (12.24%) Splunk
3 5 (10.20%) Red Hat
4 4 (8.16%) Xamarin
5 2 (4.08%) Adobe
5 2 (4.08%) Cypress Semiconductor
5 2 (4.08%) Google
5 2 (4.08%) Oracle
5 2 (4.08%) VMware