Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

Python
Yorkshire > South Yorkshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 34 36 43
Rank change year-on-year +2 +7 +55
Permanent jobs citing Python 64 86 84
As % of all permanent IT jobs advertised in South Yorkshire 5.78% 6.23% 5.20%
As % of the Programming Languages category 11.00% 12.20% 9.88%
Number of salaries quoted 60 74 91
South Yorkshire median annual salary £45,000 £37,500 £40,000
Median salary % change year-on-year +20.00% -6.25% -
10th Percentile £31,250 £26,250 £26,250
90th Percentile £60,250 £82,500 £72,500
Yorkshire median annual salary £50,000 £40,000 £42,500
% change year-on-year +25.00% -5.88% +6.25%

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 582 705 850
As % of all permanent IT jobs advertised in South Yorkshire 52.57% 51.05% 52.63%
Number of salaries quoted 495 607 771
South Yorkshire median annual salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.67% - +7.14%
10th Percentile £26,850 £26,250 £25,000
90th Percentile £58,750 £56,250 £53,750
Yorkshire median annual salary £42,000 £40,000 £40,000
% change year-on-year +5.00% - +9.59%

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 24 November 2017.

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 24 November 2017. 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 +2 56 £45,000 +20.00% 7
Barnsley +7 1 £45,000 +104.55%
Rotherham +3 1 £25,000 -25.93%
Python
Yorkshire

For the 6 months to 24 November 2017, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South Yorkshire region with a requirement for Python.

1 30 (46.88%) SQL
1 30 (46.88%) Linux
2 29 (45.31%) Java
2 29 (45.31%) Agile Software Development
3 27 (42.19%) JavaScript
4 19 (29.69%) PHP
5 18 (28.13%) Ruby
5 18 (28.13%) Amazon AWS
5 18 (28.13%) Opscode Chef
5 18 (28.13%) DevOps
6 17 (26.56%) Docker
7 16 (25.00%) Node.js
8 15 (23.44%) Web Development
9 14 (21.88%) Software Engineering
9 14 (21.88%) MongoDB
10 13 (20.31%) Git (software)
10 13 (20.31%) CSS
11 12 (18.75%) C#
11 12 (18.75%) HTML
11 12 (18.75%) Open Source
12 11 (17.19%) Puppet
13 9 (14.06%) Oracle
13 9 (14.06%) Web Services
13 9 (14.06%) Degree
14 8 (12.50%) Android
14 8 (12.50%) Scrum
15 7 (10.94%) Google
15 7 (10.94%) Computer Science
15 7 (10.94%) Microsoft Azure
15 7 (10.94%) Flask

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 (6.25%) Apache
1 4 (6.25%) nginx
2 2 (3.13%) Adobe Experience Manager
2 2 (3.13%) Alfresco
2 2 (3.13%) Apache Spark
2 2 (3.13%) CMS
2 2 (3.13%) Liferay
3 1 (1.56%) SharePoint
Cloud Services
1 18 (28.13%) Amazon AWS
2 7 (10.94%) Microsoft Azure
3 4 (6.25%) Amazon EC2
4 1 (1.56%) Azure Active Directory
4 1 (1.56%) Cloud Computing
4 1 (1.56%) Google Cloud Platform
4 1 (1.56%) IaaS
4 1 (1.56%) Office 365
4 1 (1.56%) PaaS
4 1 (1.56%) SaaS
Communications & Networking
1 3 (4.69%) Ethernet
2 2 (3.13%) VPN
3 1 (1.56%) Fibre Channel
3 1 (1.56%) iSCSI
Database & Business Intelligence
1 14 (21.88%) MongoDB
2 6 (9.38%) MySQL
2 6 (9.38%) NoSQL
3 4 (6.25%) Big Data
3 4 (6.25%) SQL Server
4 3 (4.69%) Data Mining
4 3 (4.69%) Hadoop
4 3 (4.69%) PostgreSQL
5 2 (3.13%) Oracle Reports
5 2 (3.13%) Redis
6 1 (1.56%) RavenDB
6 1 (1.56%) Spotfire
6 1 (1.56%) SQL Server 2016
Development Applications
1 13 (20.31%) Git (software)
2 5 (7.81%) Jenkins
3 4 (6.25%) Sonatype Nexus
3 4 (6.25%) Subversion
4 3 (4.69%) Android Studio
4 3 (4.69%) Eclipse
4 3 (4.69%) JIRA
4 3 (4.69%) Visual Studio
5 2 (3.13%) Atlassian Bamboo
5 2 (3.13%) Oracle Forms
5 2 (3.13%) Travis CI
General
1 4 (6.25%) Finance
1 4 (6.25%) Games
2 2 (3.13%) Retail
3 1 (1.56%) Advertising
3 1 (1.56%) Automotive
3 1 (1.56%) Banking
3 1 (1.56%) Electronics
Job Titles
1 33 (51.56%) Developer
2 22 (34.38%) Python Developer
3 10 (15.63%) DevOps Engineer
3 10 (15.63%) Web Developer
4 9 (14.06%) Cloud Engineer
4 9 (14.06%) Java Developer
5 8 (12.50%) JavaScript Developer
6 7 (10.94%) Python Web Developer
7 6 (9.38%) Automation Engineer
7 6 (9.38%) Data Scientist
7 6 (9.38%) Full Stack Developer
7 6 (9.38%) Senior Developer
7 6 (9.38%) Software Developer
8 5 (7.81%) Junior
8 5 (7.81%) Linux DevOps Engineer
8 5 (7.81%) Linux/Unix DevOps
8 5 (7.81%) PHP Developer
8 5 (7.81%) PHP Web Developer
8 5 (7.81%) Software Engineer
8 5 (7.81%) Support Engineer
Libraries, Frameworks & Software Standards
1 16 (25.00%) Node.js
2 13 (20.31%) CSS
3 12 (18.75%) HTML
4 9 (14.06%) Web Services
5 7 (10.94%) Flask
6 6 (9.38%) jQuery
7 5 (7.81%) Django
7 5 (7.81%) React
8 4 (6.25%) .NET
8 4 (6.25%) HTML5
8 4 (6.25%) LAMP
8 4 (6.25%) RESTful
9 3 (4.69%) AngularJS
10 2 (3.13%) Apache Camel
10 2 (3.13%) Apache Flex
10 2 (3.13%) CSS3
10 2 (3.13%) J2EE
10 2 (3.13%) Kafka
10 2 (3.13%) WebCenter
11 1 (1.56%) .NET Framework
Miscellaneous
1 7 (10.94%) Analytical Skills
1 7 (10.94%) Computer Science
2 5 (7.81%) Fintech
3 3 (4.69%) Algorithms
3 3 (4.69%) PMI
4 2 (3.13%) Video\Live Streaming
5 1 (1.56%) Data Centre
5 1 (1.56%) Hybrid Cloud
5 1 (1.56%) Management Information System
Operating Systems
1 30 (46.88%) Linux
2 8 (12.50%) Android
3 5 (7.81%) Apple iOS
3 5 (7.81%) Windows
4 4 (6.25%) Red Hat Enterprise Linux
5 3 (4.69%) Embedded Linux
5 3 (4.69%) Windows Embedded Compact
6 2 (3.13%) Ubuntu
6 2 (3.13%) Windows Server
Processes & Methodologies
1 29 (45.31%) Agile Software Development
2 18 (28.13%) DevOps
3 15 (23.44%) Web Development
4 14 (21.88%) Software Engineering
5 12 (18.75%) Open Source
6 8 (12.50%) Scrum
7 5 (7.81%) Android Development
7 5 (7.81%) iOS Development
7 5 (7.81%) Test Automation
8 4 (6.25%) Analytics
8 4 (6.25%) Data Analytics
8 4 (6.25%) Mentoring
8 4 (6.25%) TDD
9 3 (4.69%) Applied Mathematics
9 3 (4.69%) Front End Development
9 3 (4.69%) Machine Learning
9 3 (4.69%) Mathematics
9 3 (4.69%) OO
9 3 (4.69%) SDLC
9 3 (4.69%) Statistics
Programming Languages
1 30 (46.88%) SQL
2 29 (45.31%) Java
3 27 (42.19%) JavaScript
4 19 (29.69%) PHP
5 18 (28.13%) Ruby
6 12 (18.75%) C#
7 6 (9.38%) PowerShell
7 6 (9.38%) Scala
8 5 (7.81%) C++
8 5 (7.81%) Go
8 5 (7.81%) Perl
9 4 (6.25%) R
10 3 (4.69%) C
10 3 (4.69%) ES6
11 2 (3.13%) Bash Shell
11 2 (3.13%) PL/SQL
12 1 (1.56%) Embedded C++
12 1 (1.56%) Objective-C
12 1 (1.56%) T-SQL
Qualifications
1 9 (14.06%) Degree
2 6 (9.38%) Computer Science Degree
3 4 (6.25%) CCNA
3 4 (6.25%) Cisco Certification
3 4 (6.25%) MCP
4 3 (4.69%) Numerate Degree
4 3 (4.69%) PMI Certification
5 1 (1.56%) PhD
5 1 (1.56%) Security Cleared
Quality Assurance & Compliance
1 1 (1.56%) QA
System Software
1 17 (26.56%) Docker
2 1 (1.56%) Active Directory
2 1 (1.56%) Virtual Machines
2 1 (1.56%) VMware Infrastructure
Systems Management
1 18 (28.13%) Opscode Chef
2 11 (17.19%) Puppet
3 7 (10.94%) Kubernetes
4 5 (7.81%) Terraform
5 4 (6.25%) Graphite
5 4 (6.25%) Nagios
5 4 (6.25%) Rancher
6 2 (3.13%) Ansible
6 2 (3.13%) Docker Swarm
6 2 (3.13%) Mesos
6 2 (3.13%) Packer
6 2 (3.13%) TeamSite
Vendors
1 9 (14.06%) Oracle
2 7 (10.94%) Google
3 5 (7.81%) Microsoft
4 4 (6.25%) Red Hat
5 3 (4.69%) VMware
6 2 (3.13%) Adobe
6 2 (3.13%) HP
6 2 (3.13%) OpenText
6 2 (3.13%) Twitter
7 1 (1.56%) Rackspace
7 1 (1.56%) SaltStack
7 1 (1.56%) Tableau