Period
to 18 November 2019

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 18 November 2019 with a comparison to the same period in the previous 2 years.

Python
Devon > Exeter
6 months to
18 Nov 2019
Same period 2018 Same period 2017
Rank 11 8 34
Rank change year-on-year -3 +26 -25
Permanent jobs citing Python 68 50 25
As % of all permanent IT jobs advertised in Exeter 15.14% 18.59% 7.02%
As % of the Programming Languages category 28.22% 30.67% 9.54%
Number of salaries quoted 57 46 21
Exeter median annual salary £47,500 £42,500 £36,063
Median salary % change year-on-year +11.76% +17.85% -24.08%
10th Percentile £34,800 £26,250 £21,896
90th Percentile £60,000 £66,500 £110,000
Devon median annual salary £47,500 £40,000 £45,000
% change year-on-year +18.75% -11.11% +12.50%

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 Exeter with a requirement for coding skills.

All Programming Languages
Exeter
Permanent vacancies with a requirement for coding skills 241 163 262
As % of all permanent IT jobs advertised in Exeter 53.67% 60.59% 73.60%
Number of salaries quoted 211 151 243
Exeter median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - +6.67%
10th Percentile £30,000 £27,500 £25,750
90th Percentile £58,750 £56,250 £55,000
Devon median annual salary £42,500 £37,500 £40,000
% change year-on-year +13.33% -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 18 November 2019.

Salary histogram for Python in Exeter

For the 6 months to 18 November 2019, 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 44 (64.71%) Linux
2 32 (47.06%) DevOps
3 23 (33.82%) SQL
4 21 (30.88%) Ruby
4 21 (30.88%) Kubernetes
5 20 (29.41%) Java
6 19 (27.94%) Agile Software Development
6 19 (27.94%) Git (software)
7 18 (26.47%) AWS
7 18 (26.47%) Django
7 18 (26.47%) Business Intelligence
7 18 (26.47%) JavaScript
8 17 (25.00%) Docker
9 16 (23.53%) Go
9 16 (23.53%) Opscode Chef
9 16 (23.53%) Linux Command Line
9 16 (23.53%) Load Balancing
9 16 (23.53%) Puppet
9 16 (23.53%) NoSQL
9 16 (23.53%) MySQL
9 16 (23.53%) Configuration Management
10 15 (22.06%) User Experience
11 14 (20.59%) PHP
11 14 (20.59%) Software Engineering
11 14 (20.59%) Test Automation
12 13 (19.12%) Azure
13 12 (17.65%) MongoDB
13 12 (17.65%) Amazon EC2
13 12 (17.65%) Amazon S3
13 12 (17.65%) ZABBIX

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 4 (5.88%) OpenStack
1 4 (5.88%) WordPress
Applications
1 4 (5.88%) Adobe XD
1 4 (5.88%) InVision
1 4 (5.88%) Photoshop
1 4 (5.88%) Zeplin
2 1 (1.47%) SPSS
Business Applications
1 4 (5.88%) Magento
Cloud Services
1 18 (26.47%) AWS
2 13 (19.12%) Azure
3 12 (17.65%) Amazon EC2
3 12 (17.65%) Amazon ELB
3 12 (17.65%) Amazon EMR
3 12 (17.65%) Amazon S3
4 8 (11.76%) GCP
5 1 (1.47%) Power Platform
5 1 (1.47%) Serverless
Communications & Networking
1 4 (5.88%) TCP/IP
2 1 (1.47%) DNS
2 1 (1.47%) Firewall
2 1 (1.47%) LAN
2 1 (1.47%) WAN
Database & Business Intelligence
1 16 (23.53%) MySQL
1 16 (23.53%) NoSQL
2 12 (17.65%) Amazon RDS
2 12 (17.65%) MariaDB
2 12 (17.65%) MongoDB
3 1 (1.47%) Data Warehouse
3 1 (1.47%) Power BI
3 1 (1.47%) SQL Server Analysis Services
3 1 (1.47%) SQL Server Integration Services
3 1 (1.47%) SQL Server Reporting Services
Development Applications
1 19 (27.94%) Git (software)
2 12 (17.65%) Subversion
3 9 (13.24%) Ant
3 9 (13.24%) Maven
4 7 (10.29%) GitLab
4 7 (10.29%) gulp
4 7 (10.29%) Jenkins
4 7 (10.29%) webpack
5 4 (5.88%) Balsamiq
5 4 (5.88%) Jasmine
5 4 (5.88%) Karma Test Runner
6 3 (4.41%) Bitbucket
7 1 (1.47%) Atlassian Bamboo
7 1 (1.47%) Octopus Deploy
General
1 12 (17.65%) Marketing
2 4 (5.88%) Public Sector
3 3 (4.41%) Retail
4 1 (1.47%) Legal
Job Titles
1 21 (30.88%) DevOps Engineer
2 19 (27.94%) Developer
3 17 (25.00%) Business Intelligence Specialist
4 10 (14.71%) Full Stack Developer
5 8 (11.76%) Senior DevOps
6 7 (10.29%) Front End Developer (Client-Side Developer)
6 7 (10.29%) Senior Developer
7 6 (8.82%) Senior DevOps Engineer
7 6 (8.82%) Software Developer
8 4 (5.88%) Lead DevOps
8 4 (5.88%) Lead DevOps Engineer
8 4 (5.88%) Senior Front-End Developer
8 4 (5.88%) Software Engineer
9 3 (4.41%) Administrator
9 3 (4.41%) Analyst
9 3 (4.41%) Applications Support
9 3 (4.41%) Applications Support Analyst
9 3 (4.41%) IT Support
9 3 (4.41%) Support Analyst
9 3 (4.41%) Systems Administrator
Libraries, Frameworks & Software Standards
1 18 (26.47%) Django
2 12 (17.65%) ActiveMQ
2 12 (17.65%) Kafka
2 12 (17.65%) RabbitMQ
3 7 (10.29%) AngularJS
3 7 (10.29%) CSS
3 7 (10.29%) D3.js
3 7 (10.29%) HTML
3 7 (10.29%) React Native
4 6 (8.82%) PostGIS
5 5 (7.35%) Laravel
5 5 (7.35%) Symfony
6 4 (5.88%) amCharts
6 4 (5.88%) Ionic Framework
6 4 (5.88%) LAMP
6 4 (5.88%) Node.js
6 4 (5.88%) React
6 4 (5.88%) Sass
6 4 (5.88%) Velocity
6 4 (5.88%) Yii
Miscellaneous
1 16 (23.53%) Linux Command Line
2 15 (22.06%) User Experience
3 12 (17.65%) Clustering
3 12 (17.65%) Replication
4 8 (11.76%) Public Cloud
5 4 (5.88%) Self-Motivation
6 1 (1.47%) e-Learning
Operating Systems
1 44 (64.71%) Linux
2 4 (5.88%) Unix
3 3 (4.41%) Windows
4 1 (1.47%) Windows Server
Processes & Methodologies
1 32 (47.06%) DevOps
2 19 (27.94%) Agile Software Development
3 18 (26.47%) Business Intelligence
4 16 (23.53%) Configuration Management
4 16 (23.53%) Load Balancing
5 14 (20.59%) Software Engineering
5 14 (20.59%) Test Automation
6 12 (17.65%) SOA
6 12 (17.65%) SQL Optimisation
7 10 (14.71%) Problem-Solving
8 9 (13.24%) Analytics
9 8 (11.76%) Customer Requirements
9 8 (11.76%) Product Management
10 7 (10.29%) Continuous Integration
10 7 (10.29%) Critical Thinking
10 7 (10.29%) Data Visualisation
10 7 (10.29%) Front End Development
10 7 (10.29%) Stakeholder Management
10 7 (10.29%) TDD
10 7 (10.29%) Visualisation
Programming Languages
1 23 (33.82%) SQL
2 21 (30.88%) Ruby
3 20 (29.41%) Java
4 18 (26.47%) JavaScript
5 16 (23.53%) Go
6 14 (20.59%) PHP
7 9 (13.24%) Perl
8 8 (11.76%) PowerShell
9 7 (10.29%) TypeScript
10 6 (8.82%) Bash Shell
11 4 (5.88%) C
11 4 (5.88%) ES6
11 4 (5.88%) Groovy
12 3 (4.41%) C#
12 3 (4.41%) Kotlin
12 3 (4.41%) Scala
13 1 (1.47%) C++
13 1 (1.47%) R
Qualifications
1 9 (13.24%) Degree
2 4 (5.88%) SC Cleared
2 4 (5.88%) Security Cleared
3 3 (4.41%) Computer Science Degree
System Software
1 17 (25.00%) Docker
Systems Management
1 21 (30.88%) Kubernetes
2 16 (23.53%) Opscode Chef
2 16 (23.53%) Puppet
3 12 (17.65%) Docker Swarm
3 12 (17.65%) Nagios
3 12 (17.65%) Prometheus
3 12 (17.65%) Terraform
3 12 (17.65%) ZABBIX
4 10 (14.71%) Ansible
5 4 (5.88%) Salt
Vendors
1 8 (11.76%) Google
1 8 (11.76%) Splunk
2 4 (5.88%) Adobe
2 4 (5.88%) Cypress Semiconductor
2 4 (5.88%) WooCommerce
3 3 (4.41%) Microsoft