Period
to 18 December 2018

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

Python
Yorkshire > South Yorkshire
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 37 33 36
Rank change year-on-year -4 +3 +7
Permanent jobs citing Python 64 64 73
As % of all permanent IT jobs advertised in South Yorkshire 5.63% 5.68% 5.37%
As % of the Programming Languages category 11.25% 10.37% 10.67%
Number of salaries quoted 44 61 67
South Yorkshire median annual salary £47,500 £45,000 £37,500
Median salary % change year-on-year +5.56% +20.00% -6.25%
10th Percentile £36,250 £31,250 £26,250
90th Percentile £71,750 £55,000 £82,500
Yorkshire median annual salary £45,000 £50,000 £42,500
% change year-on-year -10.00% +17.65% -

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 South Yorkshire with a requirement for coding skills.

All Programming Languages
South Yorkshire
Permanent vacancies with a requirement for coding skills 569 617 684
As % of all permanent IT jobs advertised in South Yorkshire 50.09% 54.80% 50.29%
Number of salaries quoted 453 536 593
South Yorkshire median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -
10th Percentile £26,350 £26,250 £26,250
90th Percentile £60,000 £58,750 £56,000
Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Python
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Python in South Yorkshire

Python
Salary Trend in South Yorkshire

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

Salary trend for Python in South Yorkshire

Python
Salary Histogram in South Yorkshire

The salary distribution of IT jobs citing Python in South Yorkshire over the 6 months to 18 December 2018.

Salary histogram for Python in South Yorkshire

Python
Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the South Yorkshire region over the 6 months to 18 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
Sheffield -6 51 £47,500 +7.95% 10
Doncaster - 12 - - 1
Python
Yorkshire

For the 6 months to 18 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 South Yorkshire region with a requirement for Python.

1 34 (53.13%) Linux
2 30 (46.88%) Puppet
3 29 (45.31%) Ansible
4 28 (43.75%) Perl
5 24 (37.50%) Degree
5 24 (37.50%) DevOps
6 23 (35.94%) Java
7 21 (32.81%) Shell Script
7 21 (32.81%) Amazon AWS
8 20 (31.25%) Bash Shell
8 20 (31.25%) Configuration Management
9 19 (29.69%) Red Hat Enterprise Linux
9 19 (29.69%) Public Cloud
10 18 (28.13%) Data Centre
11 17 (26.56%) SQL
11 17 (26.56%) Oracle
12 16 (25.00%) Unix
12 16 (25.00%) Apache
12 16 (25.00%) Red Hat
12 16 (25.00%) Finance
12 16 (25.00%) Agile Software Development
12 16 (25.00%) Git (software)
12 16 (25.00%) Continuous Integration
13 15 (23.44%) Load Balancing
13 15 (23.44%) JavaScript
14 14 (21.88%) ITIL
14 14 (21.88%) SUSE
14 14 (21.88%) Software Engineering
14 14 (21.88%) Ruby
14 14 (21.88%) Docker

Python
Co-occurring IT Skills in South Yorkshire 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 16 (25.00%) Apache
2 13 (20.31%) Tomcat
3 12 (18.75%) JBoss
4 4 (6.25%) Apache Spark
4 4 (6.25%) Cloud Foundry
4 4 (6.25%) CloudStack
5 3 (4.69%) Confluence
5 3 (4.69%) WebLogic
5 3 (4.69%) WebSphere
5 3 (4.69%) WebSphere Application Server
6 2 (3.13%) Apache Pig
6 2 (3.13%) CMS
6 2 (3.13%) IIS
6 2 (3.13%) SAS
7 1 (1.56%) Adobe Experience Manager
7 1 (1.56%) Alfresco
7 1 (1.56%) Apache Solr
7 1 (1.56%) Elasticsearch
7 1 (1.56%) IBM Notes
7 1 (1.56%) Liferay
Applications
1 1 (1.56%) Abaqus
1 1 (1.56%) Microsoft Excel
1 1 (1.56%) Microsoft PowerPoint
1 1 (1.56%) MS Visio
Cloud Services
1 21 (32.81%) Amazon AWS
2 8 (12.50%) IaaS
2 8 (12.50%) Microsoft Azure
3 6 (9.38%) Google Cloud Platform
3 6 (9.38%) SaaS
4 4 (6.25%) PaaS
5 3 (4.69%) AWS CloudFormation
5 3 (4.69%) AWS Lambda
5 3 (4.69%) Serverless
6 1 (1.56%) Amazon S3
6 1 (1.56%) CloudFront
6 1 (1.56%) GitHub
6 1 (1.56%) Google App Engine
Communications & Networking
1 12 (18.75%) HTTP
2 3 (4.69%) Firewall
3 1 (1.56%) Intrusion Detection
3 1 (1.56%) Modbus
3 1 (1.56%) Skype
3 1 (1.56%) TCP/IP
Database & Business Intelligence
1 12 (18.75%) Oracle Database
2 8 (12.50%) NoSQL
3 6 (9.38%) MySQL
4 5 (7.81%) SQL Server
5 4 (6.25%) Apache Hive
5 4 (6.25%) Hadoop
5 4 (6.25%) Relational Database
6 3 (4.69%) Data Warehouse
7 2 (3.13%) Hazelcast
7 2 (3.13%) MongoDB
7 2 (3.13%) PostgreSQL
7 2 (3.13%) QlikView
7 2 (3.13%) SAS Visual Analytics
8 1 (1.56%) Data Mart
8 1 (1.56%) Impala
8 1 (1.56%) Redis
8 1 (1.56%) SQL Server Analysis Services
8 1 (1.56%) SQL Server Integration Services
8 1 (1.56%) SQL Server Reporting Services
8 1 (1.56%) VoltDB
Development Applications
1 16 (25.00%) Git (software)
2 12 (18.75%) Jenkins
3 6 (9.38%) GitLab
3 6 (9.38%) JIRA
4 4 (6.25%) CF BOSH
4 4 (6.25%) CircleCI
4 4 (6.25%) Subversion
4 4 (6.25%) TeamCity
5 3 (4.69%) Codeship
5 3 (4.69%) NUnit
5 3 (4.69%) Selenium
6 2 (3.13%) Atlassian Bamboo
6 2 (3.13%) Bitbucket
6 2 (3.13%) SonarQube
6 2 (3.13%) Vagrant
7 1 (1.56%) Burp Suite
7 1 (1.56%) GoCD
7 1 (1.56%) Sonatype Nexus
7 1 (1.56%) TortoiseSVN
7 1 (1.56%) Travis CI
General
1 16 (25.00%) Finance
2 8 (12.50%) Retail
3 7 (10.94%) Games
4 2 (3.13%) Banking
5 1 (1.56%) Electronics
5 1 (1.56%) Manufacturing
5 1 (1.56%) Publishing
Job Titles
1 16 (25.00%) Developer
2 15 (23.44%) DevOps Engineer
3 13 (20.31%) Administrator
4 12 (18.75%) Linux Administrator
4 12 (18.75%) Linux Systems Administrator
4 12 (18.75%) Systems Administrator
5 10 (15.63%) Senior Developer
6 9 (14.06%) Software Developer
7 7 (10.94%) AWS Engineer
7 7 (10.94%) Cloud Engineer
7 7 (10.94%) Linux Engineer
8 6 (9.38%) AWS DevOps
8 6 (9.38%) AWS DevOps Engineer
8 6 (9.38%) Senior Software Developer
9 4 (6.25%) Infrastructure Engineer
9 4 (6.25%) IT Engineer
9 4 (6.25%) Linux DevOps Engineer
9 4 (6.25%) Linux/Unix DevOps
9 4 (6.25%) Senior IT Engineer
9 4 (6.25%) Senior Middleware Engineer
Libraries, Frameworks & Software Standards
1 12 (18.75%) React
2 10 (15.63%) .NET
3 8 (12.50%) Node.js
4 6 (9.38%) Django
4 6 (9.38%) React Native
4 6 (9.38%) Web Services
5 4 (6.25%) AngularJS
5 4 (6.25%) Middleware
5 4 (6.25%) Vue.js
6 3 (4.69%) Java EE
6 3 (4.69%) JSON
7 2 (3.13%) Natural Language Processing
8 1 (1.56%) Apache Camel
8 1 (1.56%) D3.js
8 1 (1.56%) Elastic Stack
8 1 (1.56%) Kafka
8 1 (1.56%) PySpark
8 1 (1.56%) Raphaël
8 1 (1.56%) Regular Expression
8 1 (1.56%) SailPoint
Miscellaneous
1 19 (29.69%) Public Cloud
2 18 (28.13%) Data Centre
3 7 (10.94%) Self-Motivation
4 3 (4.69%) Analytical Skills
5 2 (3.13%) Algorithms
5 2 (3.13%) Management Information System
6 1 (1.56%) Blog
6 1 (1.56%) CAN bus
6 1 (1.56%) Data Protection Act
6 1 (1.56%) Field-Programmable Gate Array
6 1 (1.56%) Greenfield Project
6 1 (1.56%) Linux Command Line
6 1 (1.56%) Semantic Web
6 1 (1.56%) User Experience
6 1 (1.56%) Virtual Team
Operating Systems
1 34 (53.13%) Linux
2 19 (29.69%) Red Hat Enterprise Linux
3 16 (25.00%) Unix
4 14 (21.88%) SUSE
5 6 (9.38%) Android
5 6 (9.38%) Apple iOS
6 4 (6.25%) Windows
7 2 (3.13%) SUSE Linux Enterprise Server
7 2 (3.13%) Windows Server
8 1 (1.56%) CentOS
8 1 (1.56%) DC/OS
8 1 (1.56%) Ubuntu
Processes & Methodologies
1 24 (37.50%) DevOps
2 20 (31.25%) Configuration Management
3 16 (25.00%) Agile Software Development
3 16 (25.00%) Continuous Integration
4 15 (23.44%) Load Balancing
5 14 (21.88%) ITIL
5 14 (21.88%) Software Engineering
6 13 (20.31%) Test Automation
7 12 (18.75%) Security Patching
7 12 (18.75%) Server Building
7 12 (18.75%) Server Hardening
8 10 (15.63%) Analytics
9 9 (14.06%) TDD
10 6 (9.38%) Android Development
10 6 (9.38%) Continuous Delivery
10 6 (9.38%) Data Science
10 6 (9.38%) E-Commerce
10 6 (9.38%) iOS Development
10 6 (9.38%) Mobile Development
11 5 (7.81%) Infrastructure Engineering
Programming Languages
1 28 (43.75%) Perl
2 23 (35.94%) Java
3 21 (32.81%) Shell Script
4 20 (31.25%) Bash Shell
5 17 (26.56%) SQL
6 15 (23.44%) JavaScript
7 14 (21.88%) Ruby
8 11 (17.19%) C#
9 7 (10.94%) C++
10 5 (7.81%) PowerShell
11 4 (6.25%) TypeScript
12 3 (4.69%) C
12 3 (4.69%) ES6
12 3 (4.69%) Go
12 3 (4.69%) MATLAB
12 3 (4.69%) R
12 3 (4.69%) Scala
12 3 (4.69%) T-SQL
13 2 (3.13%) AWK
13 2 (3.13%) PHP
Qualifications
1 24 (37.50%) Degree
2 12 (18.75%) RHCE
2 12 (18.75%) RHCSA
3 3 (4.69%) AWS Certification
4 2 (3.13%) PhD
5 1 (1.56%) Computer Science Degree
5 1 (1.56%) ITIL Foundation Certificate
5 1 (1.56%) Master's Degree
5 1 (1.56%) OCA
5 1 (1.56%) OCAJ
5 1 (1.56%) Oracle Certification
5 1 (1.56%) Postgraduate
Quality Assurance & Compliance
1 4 (6.25%) PMO
2 3 (4.69%) QA
3 1 (1.56%) ISO/IEC 27001
3 1 (1.56%) JTAG
System Software
1 14 (21.88%) Docker
2 12 (18.75%) Gluster
2 12 (18.75%) GlusterFS
3 4 (6.25%) LXC
4 1 (1.56%) Active Directory
4 1 (1.56%) Firmware
4 1 (1.56%) Virtual Machines
Systems Management
1 30 (46.88%) Puppet
2 29 (45.31%) Ansible
3 13 (20.31%) Kubernetes
3 13 (20.31%) Nagios
4 12 (18.75%) vRealize
5 7 (10.94%) Opscode Chef
6 5 (7.81%) Terraform
7 3 (4.69%) CFEngine
8 2 (3.13%) Ambari
8 2 (3.13%) Red Hat Satellite
8 2 (3.13%) yum
9 1 (1.56%) Consul
9 1 (1.56%) Control-M
9 1 (1.56%) Host Intrusion Detection System
9 1 (1.56%) Nessus
9 1 (1.56%) Oracle Identity Manager
9 1 (1.56%) Prometheus
9 1 (1.56%) TeamSite
9 1 (1.56%) Xymon
9 1 (1.56%) ZABBIX
Vendors
1 17 (26.56%) Oracle
2 16 (25.00%) Red Hat
3 12 (18.75%) EMC
3 12 (18.75%) VMware
4 4 (6.25%) Atlassian
5 3 (4.69%) Google
5 3 (4.69%) Tableau
6 2 (3.13%) Centrify
6 2 (3.13%) CyberArk
6 2 (3.13%) Okta
6 2 (3.13%) Platfora
7 1 (1.56%) AlienVault
7 1 (1.56%) ANSYS
7 1 (1.56%) Dynatrace
7 1 (1.56%) Hortonworks
7 1 (1.56%) LogRhythm
7 1 (1.56%) Lotus
7 1 (1.56%) Qualys
7 1 (1.56%) Thycotic
7 1 (1.56%) Veracode