Period
to 19 January 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 19 January 2019 with a comparison to the same period in the previous 2 years.

Python
Devon > Exeter
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 4 43 11
Rank change year-on-year +39 -32 +23
Permanent jobs citing Python 89 14 71
As % of all permanent IT jobs advertised in Exeter 24.65% 4.56% 17.11%
As % of the Programming Languages category 35.60% 6.36% 27.95%
Number of salaries quoted 78 12 64
Exeter median annual salary £42,500 £67,500 £37,500
Median salary % change year-on-year -37.04% +80.00% -6.25%
10th Percentile £25,000 £28,636 £25,016
90th Percentile £66,500 £110,000 £60,000
Devon median annual salary £42,500 £53,399 £37,500
% change year-on-year -20.41% +42.40% +15.38%

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 250 220 254
As % of all permanent IT jobs advertised in Exeter 69.25% 71.66% 61.20%
Number of salaries quoted 225 202 231
Exeter median annual salary £42,000 £41,500 £37,500
Median salary % change year-on-year +1.20% +10.67% +5.63%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £58,750 £56,125 £55,000
Devon median annual salary £40,000 £41,500 £35,000
% change year-on-year -3.61% +18.57% +4.48%

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 19 January 2019.

Salary histogram for Python in Exeter

For the 6 months to 19 January 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 40 (44.94%) Linux
2 36 (40.45%) SQL
3 34 (38.20%) JavaScript
4 31 (34.83%) Agile Software Development
5 27 (30.34%) Git (software)
5 27 (30.34%) Amazon AWS
6 24 (26.97%) Django
7 23 (25.84%) Test Automation
8 22 (24.72%) MySQL
9 21 (23.60%) Java
9 21 (23.60%) Business Intelligence
9 21 (23.60%) Degree
9 21 (23.60%) User Experience
10 20 (22.47%) Software Engineering
11 19 (21.35%) PHP
11 19 (21.35%) HTML
12 17 (19.10%) Mathematics
13 16 (17.98%) Computer Science
13 16 (17.98%) Go
13 16 (17.98%) Linux Command Line
14 15 (16.85%) Continuous Integration
14 15 (16.85%) Ruby
15 14 (15.73%) CodeIgniter
15 14 (15.73%) GitLab
15 14 (15.73%) Phalcon
15 14 (15.73%) Docker
15 14 (15.73%) Analytics
16 13 (14.61%) Relational Database
16 13 (14.61%) CSS
17 12 (13.48%) Bash Shell

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 (3.37%) SAS
2 1 (1.12%) Apache Spark
2 1 (1.12%) CMS
2 1 (1.12%) Umbraco
Applications
1 7 (7.87%) InVision
1 7 (7.87%) Photoshop
2 3 (3.37%) SPSS
Business Applications
1 5 (5.62%) Dynamics CRM
Cloud Services
1 27 (30.34%) Amazon AWS
2 7 (7.87%) Amazon EC2
2 7 (7.87%) Amazon ELB
2 7 (7.87%) Amazon EMR
2 7 (7.87%) Amazon S3
2 7 (7.87%) GitHub
2 7 (7.87%) Microsoft Azure
3 4 (4.49%) AWS Lambda
3 4 (4.49%) Serverless
4 3 (3.37%) Google Cloud Platform
Communications & Networking
1 1 (1.12%) TCP/IP
1 1 (1.12%) Wi-Fi
Database & Business Intelligence
1 22 (24.72%) MySQL
2 13 (14.61%) Relational Database
3 8 (8.99%) MariaDB
3 8 (8.99%) MongoDB
3 8 (8.99%) NoSQL
3 8 (8.99%) PostgreSQL
3 8 (8.99%) Power BI
4 7 (7.87%) Amazon RDS
5 4 (4.49%) Amazon DynamoDB
6 3 (3.37%) Data Warehouse
6 3 (3.37%) Spatial Data
7 2 (2.25%) Redis
7 2 (2.25%) SQL Server Analysis Services
7 2 (2.25%) SQL Server Integration Services
7 2 (2.25%) SQL Server Reporting Services
8 1 (1.12%) BusinessObjects
8 1 (1.12%) GIS
8 1 (1.12%) RDBMS
Development Applications
1 27 (30.34%) Git (software)
2 14 (15.73%) GitLab
3 9 (10.11%) Jenkins
4 7 (7.87%) Balsamiq Mockups
4 7 (7.87%) gulp
4 7 (7.87%) Jasmine
4 7 (7.87%) Karma Test Runner
4 7 (7.87%) Subversion
4 7 (7.87%) Vagrant
4 7 (7.87%) webpack
5 3 (3.37%) Selenium
6 1 (1.12%) JMeter
6 1 (1.12%) Spock
6 1 (1.12%) Visual Studio
General
1 9 (10.11%) Marketing
2 6 (6.74%) Finance
Job Titles
1 48 (53.93%) Developer
2 14 (15.73%) Backend Developer
3 13 (14.61%) Graduate
3 13 (14.61%) Graduate Developer
4 11 (12.36%) Software Developer
5 10 (11.24%) Business Intelligence Specialist
6 8 (8.99%) Graduate Software Developer
6 8 (8.99%) Senior Developer
7 7 (7.87%) Analyst
7 7 (7.87%) DevOps Engineer
7 7 (7.87%) Front End Developer (Client-Side Developer)
8 6 (6.74%) Java Developer
8 6 (6.74%) Python Developer
8 6 (6.74%) SQL Developer
9 5 (5.62%) .NET Developer
9 5 (5.62%) C# Developer
9 5 (5.62%) Graduate .NET Developer
9 5 (5.62%) Graduate C# Developer
9 5 (5.62%) Graduate Java Developer
9 5 (5.62%) VB Developer
Libraries, Frameworks & Software Standards
1 24 (26.97%) Django
2 19 (21.35%) HTML
3 14 (15.73%) CodeIgniter
3 14 (15.73%) Phalcon
4 13 (14.61%) CSS
5 11 (12.36%) Web Services
6 10 (11.24%) REST
7 9 (10.11%) SOAP
8 8 (8.99%) Kafka
9 7 (7.87%) ActiveMQ
9 7 (7.87%) amCharts
9 7 (7.87%) AngularJS
9 7 (7.87%) D3.js
9 7 (7.87%) Ionic Framework
9 7 (7.87%) PostGIS
9 7 (7.87%) RabbitMQ
9 7 (7.87%) React Native
9 7 (7.87%) Sass
10 6 (6.74%) HTML5
11 5 (5.62%) .NET
Miscellaneous
1 21 (23.60%) User Experience
2 16 (17.98%) Linux Command Line
3 7 (7.87%) Algorithms
3 7 (7.87%) Clustering
3 7 (7.87%) Replication
4 3 (3.37%) Driving Licence
4 3 (3.37%) Management Information System
5 1 (1.12%) Blog
5 1 (1.12%) Graphic Design
5 1 (1.12%) Public Cloud
5 1 (1.12%) Renewable Energy
Operating Systems
1 40 (44.94%) Linux
2 11 (12.36%) CentOS
3 10 (11.24%) Red Hat Enterprise Linux
4 8 (8.99%) Windows
5 7 (7.87%) Mac OS
6 5 (5.62%) Android
6 5 (5.62%) Apple iOS
7 2 (2.25%) Ubuntu
8 1 (1.12%) Debian
8 1 (1.12%) Unix
Processes & Methodologies
1 31 (34.83%) Agile Software Development
2 23 (25.84%) Test Automation
3 21 (23.60%) Business Intelligence
4 20 (22.47%) Software Engineering
5 17 (19.10%) Mathematics
6 16 (17.98%) Computer Science
7 15 (16.85%) Continuous Integration
8 14 (15.73%) Analytics
9 11 (12.36%) Project Management
9 11 (12.36%) Time Management
10 10 (11.24%) Performance Optimisation
10 10 (11.24%) Problem-Solving
11 9 (10.11%) Customer Requirements
11 9 (10.11%) Product Management
11 9 (10.11%) TDD
12 8 (8.99%) Configuration Management
12 8 (8.99%) Front End Development
12 8 (8.99%) Load Balancing
12 8 (8.99%) Scrum
12 8 (8.99%) Visualisation
Programming Languages
1 36 (40.45%) SQL
2 34 (38.20%) JavaScript
3 21 (23.60%) Java
4 19 (21.35%) PHP
5 16 (17.98%) Go
6 15 (16.85%) Ruby
7 12 (13.48%) Bash Shell
8 10 (11.24%) C#
9 9 (10.11%) C++
10 8 (8.99%) Groovy
11 7 (7.87%) ES6
11 7 (7.87%) TypeScript
12 6 (6.74%) VB
13 5 (5.62%) R
14 4 (4.49%) C
14 4 (4.49%) Java 8
15 3 (3.37%) MATLAB
16 1 (1.12%) T-SQL
Qualifications
1 21 (23.60%) Degree
2 8 (8.99%) Computer Science Degree
3 5 (5.62%) Microsoft Certification
4 3 (3.37%) PhD
5 2 (2.25%) CCNA
5 2 (2.25%) Cisco Certification
6 1 (1.12%) DBS Check
6 1 (1.12%) ISTQB
6 1 (1.12%) ISTQB Foundation Certification
6 1 (1.12%) RHCE
6 1 (1.12%) RHCSA
Quality Assurance & Compliance
1 9 (10.11%) ISO 9001
1 9 (10.11%) ISO/IEC 27001
2 1 (1.12%) Data Quality
System Software
1 14 (15.73%) Docker
2 1 (1.12%) VMware Infrastructure
Systems Management
1 9 (10.11%) Kubernetes
2 8 (8.99%) Puppet
3 7 (7.87%) Docker Swarm
3 7 (7.87%) Nagios
3 7 (7.87%) Opscode Chef
3 7 (7.87%) Prometheus
3 7 (7.87%) Terraform
3 7 (7.87%) ZABBIX
4 3 (3.37%) Ansible
5 1 (1.12%) Graylog
5 1 (1.12%) Red Hat Spacewalk
Vendors
1 10 (11.24%) Red Hat
2 7 (7.87%) Adobe
2 7 (7.87%) Cypress Semiconductor
3 6 (6.74%) Microsoft
3 6 (6.74%) Splunk
3 6 (6.74%) Xamarin
4 3 (3.37%) Google
5 1 (1.12%) VMware