Period
to 19 October 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 19 October 2018 with a comparison to the same period in the previous 2 years.

Python
Yorkshire > South Yorkshire
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 40 30 33
Rank change year-on-year -10 +3 +14
Permanent jobs citing Python 63 80 85
As % of all permanent IT jobs advertised in South Yorkshire 5.32% 7.02% 6.17%
As % of the Programming Languages category 9.83% 13.01% 12.27%
Number of salaries quoted 50 77 69
South Yorkshire median annual salary £50,000 £55,000 £37,500
Median salary % change year-on-year -9.09% +46.67% -3.85%
10th Percentile £36,250 £31,150 £26,250
90th Percentile £75,250 £62,500 £61,000
Yorkshire median annual salary £47,500 £50,000 £40,000
% change year-on-year -5.00% +25.00% -5.88%

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 641 615 693
As % of all permanent IT jobs advertised in South Yorkshire 54.09% 53.95% 50.33%
Number of salaries quoted 532 507 594
South Yorkshire median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +1.35%
10th Percentile £26,250 £27,000 £26,250
90th Percentile £58,750 £60,000 £55,000
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 19 October 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 19 October 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 54 £50,000 -9.09% 26
Doncaster - 9 - - 1
Python
Yorkshire

For the 6 months to 19 October 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 26 (41.27%) Puppet
2 24 (38.10%) Degree
3 23 (36.51%) Java
3 23 (36.51%) Perl
3 23 (36.51%) Linux
4 22 (34.92%) Ansible
4 22 (34.92%) DevOps
5 20 (31.75%) SQL
6 19 (30.16%) Ruby
6 19 (30.16%) Software Engineering
6 19 (30.16%) Amazon AWS
6 19 (30.16%) Bash Shell
7 18 (28.57%) Git (software)
7 18 (28.57%) Finance
7 18 (28.57%) Shell Script
8 17 (26.98%) JavaScript
9 16 (25.40%) Apache
9 16 (25.40%) Docker
10 15 (23.81%) Kubernetes
10 15 (23.81%) React
10 15 (23.81%) Configuration Management
10 15 (23.81%) Agile Software Development
11 14 (22.22%) C#
11 14 (22.22%) Oracle
11 14 (22.22%) Test Automation
12 13 (20.63%) Red Hat Enterprise Linux
12 13 (20.63%) Analytics
12 13 (20.63%) TDD
12 13 (20.63%) Public Cloud
12 13 (20.63%) Data Centre

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 (25.40%) Apache
2 11 (17.46%) Tomcat
3 9 (14.29%) JBoss
4 7 (11.11%) CloudStack
5 5 (7.94%) SAS
6 4 (6.35%) Apache Spark
6 4 (6.35%) Cloud Foundry
7 3 (4.76%) IIS
7 3 (4.76%) WebLogic
7 3 (4.76%) WebSphere
7 3 (4.76%) WebSphere Application Server
8 2 (3.17%) Apache Pig
8 2 (3.17%) CMS
9 1 (1.59%) Adobe Experience Manager
9 1 (1.59%) Alfresco
9 1 (1.59%) Apache Solr
9 1 (1.59%) Confluence
9 1 (1.59%) Elasticsearch
9 1 (1.59%) IBM Notes
9 1 (1.59%) Liferay
Applications
1 3 (4.76%) Microsoft Excel
1 3 (4.76%) Microsoft PowerPoint
2 1 (1.59%) MS Visio
Cloud Services
1 19 (30.16%) Amazon AWS
2 9 (14.29%) IaaS
3 7 (11.11%) Microsoft Azure
4 5 (7.94%) SaaS
5 4 (6.35%) AWS CloudFormation
6 3 (4.76%) AWS Lambda
6 3 (4.76%) Google Cloud Platform
6 3 (4.76%) Serverless
7 2 (3.17%) PaaS
8 1 (1.59%) Google App Engine
Communications & Networking
1 9 (14.29%) HTTP
2 2 (3.17%) Firewall
3 1 (1.59%) Intrusion Detection
3 1 (1.59%) Modbus
3 1 (1.59%) TCP/IP
Database & Business Intelligence
1 9 (14.29%) Oracle Database
2 8 (12.70%) NoSQL
3 6 (9.52%) Hadoop
4 4 (6.35%) Apache Hive
4 4 (6.35%) SQL Server
5 3 (4.76%) MySQL
6 2 (3.17%) MongoDB
6 2 (3.17%) QlikView
6 2 (3.17%) SAS Visual Analytics
6 2 (3.17%) Spotfire
7 1 (1.59%) DB2
7 1 (1.59%) Hazelcast
7 1 (1.59%) Impala
7 1 (1.59%) PostgreSQL
7 1 (1.59%) Power BI
7 1 (1.59%) Redis
7 1 (1.59%) Relational Database
7 1 (1.59%) VoltDB
Development Applications
1 18 (28.57%) Git (software)
2 11 (17.46%) Jenkins
3 7 (11.11%) GitLab
4 4 (6.35%) CF BOSH
4 4 (6.35%) JIRA
4 4 (6.35%) NUnit
4 4 (6.35%) Selenium
5 3 (4.76%) SonarQube
5 3 (4.76%) Subversion
5 3 (4.76%) Vagrant
6 2 (3.17%) Atlassian Bamboo
6 2 (3.17%) Bitbucket
6 2 (3.17%) TeamCity
7 1 (1.59%) Burp Suite
7 1 (1.59%) CircleCI
7 1 (1.59%) Codeship
7 1 (1.59%) GoCD
7 1 (1.59%) Sonatype Nexus
7 1 (1.59%) TortoiseSVN
7 1 (1.59%) Travis CI
General
1 18 (28.57%) Finance
2 10 (15.87%) Retail
3 7 (11.11%) Games
4 2 (3.17%) Banking
5 1 (1.59%) Electronics
5 1 (1.59%) Manufacturing
5 1 (1.59%) Marketing
Job Titles
1 16 (25.40%) Developer
1 16 (25.40%) DevOps Engineer
2 11 (17.46%) Cloud Engineer
3 10 (15.87%) Administrator
3 10 (15.87%) Software Developer
4 9 (14.29%) Linux Administrator
4 9 (14.29%) Linux Systems Administrator
4 9 (14.29%) Senior Developer
4 9 (14.29%) Systems Administrator
5 7 (11.11%) Senior Software Developer
6 6 (9.52%) AWS Engineer
7 5 (7.94%) AWS DevOps
7 5 (7.94%) AWS DevOps Engineer
8 4 (6.35%) IT Engineer
8 4 (6.35%) Linux Engineer
8 4 (6.35%) Middleware Engineer
8 4 (6.35%) Senior IT Engineer
8 4 (6.35%) Senior Middleware Engineer
9 3 (4.76%) Linux DevOps Engineer
9 3 (4.76%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 15 (23.81%) React
2 12 (19.05%) .NET
3 8 (12.70%) Node.js
4 7 (11.11%) Django
4 7 (11.11%) React Native
4 7 (11.11%) Web Services
5 5 (7.94%) Middleware
6 4 (6.35%) AngularJS
6 4 (6.35%) Java EE
7 3 (4.76%) JSON
7 3 (4.76%) Vue.js
8 2 (3.17%) D3.js
8 2 (3.17%) HTML
8 2 (3.17%) HTML5
8 2 (3.17%) Natural Language Processing
8 2 (3.17%) Spring
9 1 (1.59%) Kafka
9 1 (1.59%) Raphaël
9 1 (1.59%) Regular Expression
9 1 (1.59%) SailPoint
Miscellaneous
1 13 (20.63%) Data Centre
1 13 (20.63%) Public Cloud
2 4 (6.35%) Analytical Skills
2 4 (6.35%) Management Information System
2 4 (6.35%) Self-Motivation
3 3 (4.76%) Computer Science
4 1 (1.59%) Algorithms
4 1 (1.59%) CAN bus
4 1 (1.59%) Data Protection Act
4 1 (1.59%) EPoS
4 1 (1.59%) Field-Programmable Gate Array
4 1 (1.59%) Greenfield Project
4 1 (1.59%) Hybrid Cloud
4 1 (1.59%) Semantic Web
4 1 (1.59%) Virtual Team
Operating Systems
1 23 (36.51%) Linux
2 13 (20.63%) Red Hat Enterprise Linux
3 11 (17.46%) Unix
4 9 (14.29%) SUSE
5 7 (11.11%) Android
5 7 (11.11%) Apple iOS
6 5 (7.94%) Windows
7 3 (4.76%) Windows Server
8 1 (1.59%) CentOS
8 1 (1.59%) DC/OS
8 1 (1.59%) Ubuntu
Processes & Methodologies
1 22 (34.92%) DevOps
2 19 (30.16%) Software Engineering
3 15 (23.81%) Agile Software Development
3 15 (23.81%) Configuration Management
4 14 (22.22%) Test Automation
5 13 (20.63%) Analytics
5 13 (20.63%) TDD
6 10 (15.87%) Continuous Integration
6 10 (15.87%) ITIL
6 10 (15.87%) Load Balancing
7 9 (14.29%) Security Patching
7 9 (14.29%) Server Building
7 9 (14.29%) Server Hardening
8 7 (11.11%) Android Development
8 7 (11.11%) E-Commerce
8 7 (11.11%) iOS Development
8 7 (11.11%) Mobile Development
8 7 (11.11%) Project Management
8 7 (11.11%) Software Delivery
9 6 (9.52%) Mathematics
Programming Languages
1 23 (36.51%) Java
1 23 (36.51%) Perl
2 20 (31.75%) SQL
3 19 (30.16%) Bash Shell
3 19 (30.16%) Ruby
4 18 (28.57%) Shell Script
5 17 (26.98%) JavaScript
6 14 (22.22%) C#
7 6 (9.52%) C++
7 6 (9.52%) R
8 5 (7.94%) Go
8 5 (7.94%) PowerShell
8 5 (7.94%) TypeScript
9 4 (6.35%) ES6
9 4 (6.35%) PHP
10 3 (4.76%) MATLAB
10 3 (4.76%) Scala
11 1 (1.59%) Groovy
11 1 (1.59%) Java 8
11 1 (1.59%) PL/SQL
Qualifications
1 24 (38.10%) Degree
2 9 (14.29%) RHCE
2 9 (14.29%) RHCSA
3 4 (6.35%) AWS Certification
4 1 (1.59%) Computer Science Degree
4 1 (1.59%) ITIL Foundation Certificate
4 1 (1.59%) Master's Degree
4 1 (1.59%) OCA
4 1 (1.59%) OCAJ
4 1 (1.59%) Oracle Certification
4 1 (1.59%) PhD
4 1 (1.59%) SC Cleared
4 1 (1.59%) Security Cleared
Quality Assurance & Compliance
1 4 (6.35%) PMO
2 3 (4.76%) QA
3 1 (1.59%) ISO/IEC 27001
3 1 (1.59%) JTAG
System Software
1 16 (25.40%) Docker
2 9 (14.29%) Gluster
2 9 (14.29%) GlusterFS
3 7 (11.11%) LXC
4 1 (1.59%) Active Directory
4 1 (1.59%) Firmware
Systems Management
1 26 (41.27%) Puppet
2 22 (34.92%) Ansible
3 15 (23.81%) Kubernetes
4 10 (15.87%) Nagios
5 9 (14.29%) vRealize
6 6 (9.52%) Opscode Chef
7 4 (6.35%) Terraform
8 2 (3.17%) Ambari
9 1 (1.59%) CFEngine
9 1 (1.59%) Control-M
9 1 (1.59%) Host Intrusion Detection System
9 1 (1.59%) Nessus
9 1 (1.59%) Oracle Identity Manager
9 1 (1.59%) TeamSite
9 1 (1.59%) Xymon
9 1 (1.59%) ZABBIX
Vendors
1 14 (22.22%) Oracle
2 11 (17.46%) Red Hat
3 9 (14.29%) EMC
3 9 (14.29%) VMware
4 4 (6.35%) Tableau
5 2 (3.17%) Atlassian
5 2 (3.17%) Centrify
5 2 (3.17%) CyberArk
5 2 (3.17%) Microsoft
5 2 (3.17%) Okta
5 2 (3.17%) Platfora
6 1 (1.59%) Adobe
6 1 (1.59%) AlienVault
6 1 (1.59%) Dynatrace
6 1 (1.59%) HP
6 1 (1.59%) LogRhythm
6 1 (1.59%) Lotus
6 1 (1.59%) Qualys
6 1 (1.59%) Thycotic
6 1 (1.59%) Veracode