Period
to 13 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Devon 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Python
South West > Devon
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 9 30 18
Rank change year-on-year +21 -12 +18
Permanent jobs citing Python 83 47 99
As % of all permanent IT jobs advertised in Devon 14.41% 8.59% 12.94%
As % of the Programming Languages category 24.27% 12.88% 19.49%
Number of salaries quoted 74 40 93
Devon median annual salary £40,000 £45,000 £37,500
Median salary % change year-on-year -11.11% +20.00% +20.97%
10th Percentile £25,000 £27,511 £23,597
90th Percentile £66,500 £75,750 £63,000
South West median annual salary £47,500 £47,500 £46,000
% change year-on-year - +3.26% +2.22%

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 Devon with a requirement for coding skills.

All Programming Languages
Devon
Permanent vacancies with a requirement for coding skills 342 365 508
As % of all permanent IT jobs advertised in Devon 59.38% 66.73% 66.41%
Number of salaries quoted 294 324 461
Devon median annual salary £37,500 £40,000 £35,000
Median salary % change year-on-year -6.25% +14.29% -
10th Percentile £25,000 £26,250 £23,000
90th Percentile £55,000 £55,000 £53,750
South West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% +3.90%

Python
Job Vacancy Trend in Devon

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

Job vacancy trend for Python in Devon

Python
Salary Trend in Devon

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

Salary trend for Python in Devon

Python
Salary Histogram in Devon

The salary distribution of IT jobs citing Python in Devon over the 6 months to 13 December 2018.

Salary histogram for Python in Devon

Python
Job Locations in Devon

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Devon region over the 6 months to 13 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
Exeter +30 68 £42,500 +17.85% 16
Plymouth -2 7 £34,250 -2.14% 9
Python
South West

For the 6 months to 13 December 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 Devon region with a requirement for Python.

1 36 (43.37%) JavaScript
1 36 (43.37%) SQL
2 33 (39.76%) Linux
3 29 (34.94%) Agile Software Development
3 29 (34.94%) Git (software)
4 28 (33.73%) PHP
5 27 (32.53%) MySQL
5 27 (32.53%) Django
6 22 (26.51%) Amazon AWS
7 21 (25.30%) HTML
8 19 (22.89%) Java
9 18 (21.69%) Business Intelligence
9 18 (21.69%) CodeIgniter
9 18 (21.69%) Degree
10 17 (20.48%) Test Automation
11 16 (19.28%) Continuous Integration
11 16 (19.28%) User Experience
12 15 (18.07%) Bash Shell
13 14 (16.87%) Jenkins
14 13 (15.66%) C#
14 13 (15.66%) CSS
15 12 (14.46%) OOP
15 12 (14.46%) Software Engineering
15 12 (14.46%) Phalcon
15 12 (14.46%) Mathematics
16 11 (13.25%) Analytics
16 11 (13.25%) Relational Database
16 11 (13.25%) Web Services
17 10 (12.05%) Windows
17 10 (12.05%) Linux Command Line

Python
Co-occurring IT Skills in Devon 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 (3.61%) SAS
2 1 (1.20%) Apache Spark
2 1 (1.20%) CMS
2 1 (1.20%) Confluence
2 1 (1.20%) Umbraco
Applications
1 3 (3.61%) InVision
1 3 (3.61%) Photoshop
1 3 (3.61%) SPSS
Business Applications
1 5 (6.02%) Dynamics CRM
Cloud Services
1 22 (26.51%) Amazon AWS
2 7 (8.43%) Microsoft Azure
3 5 (6.02%) GitHub
4 3 (3.61%) Amazon EC2
4 3 (3.61%) Amazon ELB
4 3 (3.61%) Amazon EMR
4 3 (3.61%) Amazon S3
4 3 (3.61%) AWS Lambda
4 3 (3.61%) Serverless
5 2 (2.41%) Google Cloud Platform
6 1 (1.20%) npm
6 1 (1.20%) PaaS
6 1 (1.20%) SaaS
Communications & Networking
1 2 (2.41%) Internet
2 1 (1.20%) Ethernet
2 1 (1.20%) RS-232
2 1 (1.20%) SSH
2 1 (1.20%) Wi-Fi
Database & Business Intelligence
1 27 (32.53%) MySQL
2 11 (13.25%) Relational Database
3 8 (9.64%) Power BI
4 6 (7.23%) PostgreSQL
5 5 (6.02%) MongoDB
5 5 (6.02%) NoSQL
6 4 (4.82%) MariaDB
6 4 (4.82%) SQL Server
7 3 (3.61%) Amazon DynamoDB
7 3 (3.61%) Amazon RDS
7 3 (3.61%) Spatial Data
7 3 (3.61%) SQL Server Analysis Services
7 3 (3.61%) SQL Server Integration Services
8 2 (2.41%) Data Warehouse
8 2 (2.41%) Redis
8 2 (2.41%) SQL Server Reporting Services
9 1 (1.20%) BusinessObjects
9 1 (1.20%) GIS
9 1 (1.20%) OLTP
9 1 (1.20%) RDBMS
Development Applications
1 29 (34.94%) Git (software)
2 14 (16.87%) Jenkins
3 8 (9.64%) GitLab
4 6 (7.23%) Eclipse
4 6 (7.23%) Vagrant
4 6 (7.23%) Xdebug
5 4 (4.82%) gulp
6 3 (3.61%) Balsamiq Mockups
6 3 (3.61%) Jasmine
6 3 (3.61%) JIRA
6 3 (3.61%) Karma Test Runner
6 3 (3.61%) Selenium
6 3 (3.61%) Subversion
6 3 (3.61%) TeamCity
6 3 (3.61%) webpack
7 1 (1.20%) Bitbucket
7 1 (1.20%) Bower
7 1 (1.20%) Cucumber
7 1 (1.20%) JUnit
7 1 (1.20%) SpecFlow
General
1 7 (8.43%) Marketing
2 5 (6.02%) Finance
3 3 (3.61%) Electronics
3 3 (3.61%) Manufacturing
4 2 (2.41%) Advertising
Job Titles
1 48 (57.83%) Developer
2 12 (14.46%) Backend Developer
3 10 (12.05%) PHP Developer
3 10 (12.05%) Software Developer
4 8 (9.64%) Graduate
4 8 (9.64%) Graduate Developer
4 8 (9.64%) Python Developer
5 7 (8.43%) Business Intelligence Specialist
5 7 (8.43%) C# Developer
6 6 (7.23%) Analyst
6 6 (7.23%) Java Developer
6 6 (7.23%) SQL Developer
7 5 (6.02%) .NET Developer
7 5 (6.02%) Graduate .NET Developer
7 5 (6.02%) Graduate C# .NET Developer
7 5 (6.02%) Graduate C# Developer
7 5 (6.02%) Graduate Java Developer
7 5 (6.02%) Graduate Python Developer
7 5 (6.02%) Graduate SQL Developer
7 5 (6.02%) VB Developer
Libraries, Frameworks & Software Standards
1 27 (32.53%) Django
2 21 (25.30%) HTML
3 18 (21.69%) CodeIgniter
4 13 (15.66%) CSS
5 12 (14.46%) Phalcon
6 11 (13.25%) Web Services
7 9 (10.84%) .NET
8 8 (9.64%) REST
9 7 (8.43%) AngularJS
9 7 (8.43%) SOAP
10 6 (7.23%) HTML5
11 5 (6.02%) JSON
11 5 (6.02%) PostGIS
12 4 (4.82%) amCharts
12 4 (4.82%) D3.js
12 4 (4.82%) Kafka
12 4 (4.82%) RabbitMQ
12 4 (4.82%) Sass
13 3 (3.61%) Ionic Framework
13 3 (3.61%) Laravel
Miscellaneous
1 16 (19.28%) User Experience
2 10 (12.05%) Linux Command Line
3 9 (10.84%) Algorithms
4 3 (3.61%) Clustering
4 3 (3.61%) Data Structures
4 3 (3.61%) Driving Licence
4 3 (3.61%) Management Information System
4 3 (3.61%) Replication
5 2 (2.41%) Embedded Systems
6 1 (1.20%) Blog
6 1 (1.20%) Graphic Design
6 1 (1.20%) Greenfield Project
6 1 (1.20%) Grid Computing
6 1 (1.20%) Optoelectronics
6 1 (1.20%) PMI
6 1 (1.20%) Renewable Energy
6 1 (1.20%) Smart Home
Operating Systems
1 33 (39.76%) Linux
2 10 (12.05%) Windows
3 9 (10.84%) CentOS
3 9 (10.84%) Red Hat Enterprise Linux
4 5 (6.02%) Android
4 5 (6.02%) Apple iOS
4 5 (6.02%) Mac OS
5 3 (3.61%) Ubuntu
5 3 (3.61%) Unix
6 1 (1.20%) Debian
Processes & Methodologies
1 29 (34.94%) Agile Software Development
2 18 (21.69%) Business Intelligence
3 17 (20.48%) Test Automation
4 16 (19.28%) Continuous Integration
5 12 (14.46%) Mathematics
5 12 (14.46%) OOP
5 12 (14.46%) Software Engineering
6 11 (13.25%) Analytics
7 9 (10.84%) Computer Science
7 9 (10.84%) Project Management
7 9 (10.84%) Time Management
8 8 (9.64%) Performance Optimisation
8 8 (9.64%) Scrum
9 7 (8.43%) OO
9 7 (8.43%) Open Source
9 7 (8.43%) Problem-Solving
9 7 (8.43%) Statistical Modelling
9 7 (8.43%) TDD
9 7 (8.43%) User-Centered Design (UCD)
10 6 (7.23%) Product Management
Programming Languages
1 36 (43.37%) JavaScript
1 36 (43.37%) SQL
2 28 (33.73%) PHP
3 19 (22.89%) Java
4 15 (18.07%) Bash Shell
5 13 (15.66%) C#
6 8 (9.64%) C++
7 7 (8.43%) Go
7 7 (8.43%) Ruby
7 7 (8.43%) VB
8 6 (7.23%) C
9 5 (6.02%) R
10 4 (4.82%) Groovy
11 3 (3.61%) ES6
11 3 (3.61%) Java 8
11 3 (3.61%) MATLAB
11 3 (3.61%) TypeScript
12 2 (2.41%) T-SQL
13 1 (1.20%) Objective-C
13 1 (1.20%) PowerShell
Qualifications
1 18 (21.69%) Degree
2 6 (7.23%) Microsoft Certification
3 4 (4.82%) Computer Science Degree
4 3 (3.61%) PhD
5 2 (2.41%) CCNA
5 2 (2.41%) Cisco Certification
5 2 (2.41%) RHCE
5 2 (2.41%) RHCSA
6 1 (1.20%) DBS Check
6 1 (1.20%) MCITP
6 1 (1.20%) MCSE
6 1 (1.20%) PMI Certification
Quality Assurance & Compliance
1 7 (8.43%) ISO 9001
1 7 (8.43%) ISO/IEC 27001
2 1 (1.20%) Data Quality
System Software
1 8 (9.64%) Docker
2 3 (3.61%) Firmware
3 1 (1.20%) Oracle RAC
3 1 (1.20%) VMware Infrastructure
Systems Management
1 4 (4.82%) Puppet
2 3 (3.61%) Ansible
2 3 (3.61%) Docker Swarm
2 3 (3.61%) Kubernetes
2 3 (3.61%) Nagios
2 3 (3.61%) Opscode Chef
2 3 (3.61%) Prometheus
2 3 (3.61%) Terraform
2 3 (3.61%) ZABBIX
3 1 (1.20%) Graylog
3 1 (1.20%) Oracle Enterprise Manager
3 1 (1.20%) Red Hat Spacewalk
Vendors
1 8 (9.64%) Red Hat
2 7 (8.43%) Microsoft
3 6 (7.23%) Splunk
3 6 (7.23%) Xamarin
4 3 (3.61%) Adobe
4 3 (3.61%) Cypress Semiconductor
4 3 (3.61%) Sencha
5 2 (2.41%) Google
6 1 (1.20%) Oracle
6 1 (1.20%) VMware