Period
to 20 February 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 20 February 2018 with a comparison to the same period in the previous 2 years.

Python
Yorkshire > South Yorkshire
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 27 34 48
Rank change year-on-year +7 +14 +58
Permanent jobs citing Python 79 84 71
As % of all permanent IT jobs advertised in South Yorkshire 6.85% 6.47% 4.58%
As % of the Programming Languages category 11.58% 11.65% 8.70%
Number of salaries quoted 64 76 69
South Yorkshire median annual salary £45,000 £37,500 £46,500
Median salary % change year-on-year +20.00% -19.35% +16.25%
10th Percentile £35,000 £26,250 £26,250
90th Percentile £59,250 £82,500 £57,500
Yorkshire median annual salary £50,000 £45,000 £45,000
% change year-on-year +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 South Yorkshire with a requirement for coding skills.

All Programming Languages
South Yorkshire
Permanent vacancies with a requirement for coding skills 682 721 816
As % of all permanent IT jobs advertised in South Yorkshire 59.15% 55.55% 52.61%
Number of salaries quoted 598 630 728
South Yorkshire median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +7.14%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £58,750 £56,250 £55,000
Yorkshire median annual salary £41,500 £40,000 £40,000
% change year-on-year +3.75% - +6.67%

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 20 February 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 20 February 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 +4 70 £45,000 +20.00% 10
Barnsley - 2 £45,000 -
Doncaster - 1 - - 1
Python
Yorkshire

For the 6 months to 20 February 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 42 (53.16%) Agile Software Development
2 40 (50.63%) Java
3 35 (44.30%) PHP
3 35 (44.30%) Linux
4 28 (35.44%) C#
5 24 (30.38%) Ruby
5 24 (30.38%) Open Source
6 23 (29.11%) MongoDB
6 23 (29.11%) Node.js
6 23 (29.11%) Software Engineering
6 23 (29.11%) JavaScript
6 23 (29.11%) SQL
7 20 (25.32%) Web Development
8 19 (24.05%) Opscode Chef
8 19 (24.05%) Docker
9 18 (22.78%) DevOps
10 17 (21.52%) Amazon AWS
10 17 (21.52%) C++
11 16 (20.25%) Scrum
11 16 (20.25%) Jenkins
12 15 (18.99%) TDD
13 14 (17.72%) Finance
14 13 (16.46%) Retail
14 13 (16.46%) C
14 13 (16.46%) BDD
14 13 (16.46%) Puppet
14 13 (16.46%) Flask
15 12 (15.19%) Test Automation
15 12 (15.19%) Atlassian Bamboo
15 12 (15.19%) Continuous Integration

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 4 (5.06%) SAS
2 3 (3.80%) Apache
2 3 (3.80%) Tomcat
3 2 (2.53%) Adobe Experience Manager
3 2 (2.53%) Alfresco
3 2 (2.53%) Apache Spark
3 2 (2.53%) CMS
3 2 (2.53%) JBoss
3 2 (2.53%) Liferay
4 1 (1.27%) nginx
4 1 (1.27%) SharePoint
Applications
1 1 (1.27%) Microsoft Excel
Cloud Services
1 17 (21.52%) Amazon AWS
2 6 (7.59%) Microsoft Azure
3 1 (1.27%) Amazon EC2
3 1 (1.27%) Azure Active Directory
3 1 (1.27%) Cloud Computing
3 1 (1.27%) Google Cloud Platform
3 1 (1.27%) IaaS
3 1 (1.27%) Office 365
3 1 (1.27%) PaaS
3 1 (1.27%) SaaS
Communications & Networking
1 2 (2.53%) iSCSI
1 2 (2.53%) SSL
2 1 (1.27%) DHCP
2 1 (1.27%) DNS
2 1 (1.27%) Fibre Channel
2 1 (1.27%) HTTP
2 1 (1.27%) NAS
2 1 (1.27%) NetScaler
2 1 (1.27%) SAN
2 1 (1.27%) SMTP
2 1 (1.27%) VPN
Database & Business Intelligence
1 23 (29.11%) MongoDB
2 8 (10.13%) NoSQL
3 7 (8.86%) MySQL
4 6 (7.59%) PostgreSQL
5 5 (6.33%) Redis
6 4 (5.06%) SQL Server
7 2 (2.53%) Big Data
7 2 (2.53%) Hadoop
7 2 (2.53%) QlikView
8 1 (1.27%) Oracle Database
8 1 (1.27%) RDBMS
8 1 (1.27%) Relational Database
Development Applications
1 16 (20.25%) Jenkins
2 12 (15.19%) Atlassian Bamboo
3 10 (12.66%) Buildbot
3 10 (12.66%) Cucumber
3 10 (12.66%) Ranorex
3 10 (12.66%) Selenium
4 9 (11.39%) Git (software)
5 6 (7.59%) Appium
5 6 (7.59%) Gatling
5 6 (7.59%) JMeter
5 6 (7.59%) NeoLoad
5 6 (7.59%) SoapUI
5 6 (7.59%) Sonatype Nexus
5 6 (7.59%) WATIR
5 6 (7.59%) WebLOAD
6 2 (2.53%) Travis CI
7 1 (1.27%) Hudson
7 1 (1.27%) LabVIEW
7 1 (1.27%) Subversion
General
1 14 (17.72%) Finance
2 13 (16.46%) Retail
3 10 (12.66%) Legal
4 6 (7.59%) Games
5 3 (3.80%) Electronics
5 3 (3.80%) Marketing
6 2 (2.53%) Advertising
7 1 (1.27%) Banking
7 1 (1.27%) Financial Institution
Job Titles
1 43 (54.43%) Developer
2 24 (30.38%) Python Developer
3 23 (29.11%) Java Developer
4 16 (20.25%) Web Developer
5 13 (16.46%) Python Web Developer
6 12 (15.19%) JavaScript Developer
6 12 (15.19%) Senior Developer
7 10 (12.66%) Agile Developer
7 10 (12.66%) Agile Java Developer
7 10 (12.66%) Consultant
7 10 (12.66%) Developer in Test
7 10 (12.66%) Java Consultant
7 10 (12.66%) Java Developer in Test
7 10 (12.66%) Java Web Developer
7 10 (12.66%) PHP Developer
7 10 (12.66%) PHP Web Developer
7 10 (12.66%) SC Cleared Java Developer
7 10 (12.66%) Test Automation Consultant
7 10 (12.66%) Test Automation Developer
7 10 (12.66%) Test Consultant
Libraries, Frameworks & Software Standards
1 23 (29.11%) Node.js
2 13 (16.46%) Flask
3 9 (11.39%) Web Services
4 7 (8.86%) CSS
5 6 (7.59%) jQuery
5 6 (7.59%) React
5 6 (7.59%) RESTful
6 5 (6.33%) Django
6 5 (6.33%) HTML
6 5 (6.33%) Kafka
7 4 (5.06%) JSON
8 3 (3.80%) HTML5
9 2 (2.53%) Ajax
9 2 (2.53%) AngularJS
9 2 (2.53%) Apache Camel
9 2 (2.53%) Apache Flex
9 2 (2.53%) J2EE
9 2 (2.53%) LAMP
9 2 (2.53%) WebCenter
10 1 (1.27%) Hibernate
Miscellaneous
1 9 (11.39%) Analytical Skills
2 3 (3.80%) PMI
3 2 (2.53%) Video\Live Streaming
4 1 (1.27%) Clustering
4 1 (1.27%) Computer Science
4 1 (1.27%) Data Centre
4 1 (1.27%) Embedded Systems
4 1 (1.27%) Field-Programmable Gate Array
4 1 (1.27%) Fintech
4 1 (1.27%) Hybrid Cloud
4 1 (1.27%) Linux Command Line
Operating Systems
1 35 (44.30%) Linux
2 6 (7.59%) Red Hat Enterprise Linux
3 4 (5.06%) Windows
4 2 (2.53%) SUSE Linux Enterprise Server
4 2 (2.53%) Ubuntu
4 2 (2.53%) Windows Server
Processes & Methodologies
1 42 (53.16%) Agile Software Development
2 24 (30.38%) Open Source
3 23 (29.11%) Software Engineering
4 20 (25.32%) Web Development
5 18 (22.78%) DevOps
6 16 (20.25%) Scrum
7 15 (18.99%) TDD
8 13 (16.46%) BDD
9 12 (15.19%) Continuous Integration
9 12 (15.19%) Kanban
9 12 (15.19%) Test Automation
10 10 (12.66%) DSDM
10 10 (12.66%) Mentoring
10 10 (12.66%) Software Testing
11 6 (7.59%) Data Science
12 4 (5.06%) Front End Development
12 4 (5.06%) Visualisation
13 3 (3.80%) Analytics
13 3 (3.80%) Data Visualisation
13 3 (3.80%) Domain-Driven Design
Programming Languages
1 40 (50.63%) Java
2 35 (44.30%) PHP
3 28 (35.44%) C#
4 24 (30.38%) Ruby
5 23 (29.11%) JavaScript
5 23 (29.11%) SQL
6 17 (21.52%) C++
7 13 (16.46%) C
8 10 (12.66%) Scala
9 6 (7.59%) PowerShell
10 5 (6.33%) Perl
11 4 (5.06%) ES6
12 3 (3.80%) Embedded C++
13 2 (2.53%) Bash Shell
13 2 (2.53%) R
13 2 (2.53%) Shell Script
14 1 (1.27%) Go
14 1 (1.27%) MATLAB
14 1 (1.27%) sed
14 1 (1.27%) T-SQL
Qualifications
1 10 (12.66%) SC Cleared
1 10 (12.66%) Security Cleared
2 7 (8.86%) Degree
3 4 (5.06%) CCNA
3 4 (5.06%) Cisco Certification
3 4 (5.06%) Computer Science Degree
3 4 (5.06%) MCP
4 3 (3.80%) PMI Certification
5 1 (1.27%) RHCE
Quality Assurance & Compliance
1 2 (2.53%) QA
System Software
1 19 (24.05%) Docker
2 2 (2.53%) VMware Infrastructure
3 1 (1.27%) Active Directory
3 1 (1.27%) NDS
3 1 (1.27%) NFS
3 1 (1.27%) Virtual Machines
Systems Management
1 19 (24.05%) Opscode Chef
2 13 (16.46%) Puppet
3 7 (8.86%) Nagios
4 6 (7.59%) Graphite
5 4 (5.06%) Rancher
6 3 (3.80%) Ansible
6 3 (3.80%) Kubernetes
7 2 (2.53%) Docker Swarm
7 2 (2.53%) Mesos
7 2 (2.53%) Packer
7 2 (2.53%) TeamSite
7 2 (2.53%) Terraform
Vendors
1 7 (8.86%) Google
2 5 (6.33%) Microsoft
2 5 (6.33%) Oracle
2 5 (6.33%) VMware
3 3 (3.80%) Red Hat
3 3 (3.80%) Salesforce.com
4 2 (2.53%) Adobe
4 2 (2.53%) HP
4 2 (2.53%) OpenText
4 2 (2.53%) Tableau
4 2 (2.53%) Twitter
5 1 (1.27%) Citrix
5 1 (1.27%) EMC
5 1 (1.27%) NetApp
5 1 (1.27%) Novell
5 1 (1.27%) SaltStack
5 1 (1.27%) SAP