Period
to 10 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Sheffield 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 10 December 2017 with a comparison to the same period in the previous 2 years.

Python
South Yorkshire > Sheffield
6 months to
10 Dec 2017
Same period 2016 Same period 2015
Rank 33 30 32
Rank change year-on-year -3 +2 +56
Permanent jobs citing Python 50 63 78
As % of all permanent IT jobs advertised in Sheffield 6.11% 6.32% 6.28%
As % of the Programming Languages category 11.36% 12.86% 12.06%
Number of salaries quoted 47 62 85
Sheffield median annual salary £42,500 £37,500 £40,000
Median salary % change year-on-year +13.33% -6.25% -
10th Percentile £31,250 £26,250 £26,250
90th Percentile £55,000 £82,500 £72,500
South Yorkshire median annual salary £45,000 £37,500 £40,000
% change year-on-year +20.00% -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 Sheffield with a requirement for coding skills.

All Programming Languages
Sheffield
Permanent vacancies with a requirement for coding skills 440 490 647
As % of all permanent IT jobs advertised in Sheffield 53.79% 49.15% 52.05%
Number of salaries quoted 395 440 590
Sheffield median annual salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.67% - +7.14%
10th Percentile £26,750 £26,250 £25,000
90th Percentile £57,500 £56,250 £53,750
South Yorkshire median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - +7.14%

Python
Job Vacancy Trend in Sheffield

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

Job vacancy trend for Python in Sheffield

Python
Salary Trend in Sheffield

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

Salary trend for Python in Sheffield

Python
Salary Histogram in Sheffield

The salary distribution of IT jobs citing Python in Sheffield over the 6 months to 10 December 2017.

Salary histogram for Python in Sheffield

For the 6 months to 10 December 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 Sheffield region with a requirement for Python.

1 24 (48.00%) SQL
1 24 (48.00%) Linux
2 22 (44.00%) Agile Software Development
3 20 (40.00%) PHP
4 19 (38.00%) Java
5 18 (36.00%) Amazon AWS
5 18 (36.00%) DevOps
6 17 (34.00%) Node.js
6 17 (34.00%) Docker
7 16 (32.00%) JavaScript
8 15 (30.00%) Web Development
8 15 (30.00%) Opscode Chef
9 14 (28.00%) Ruby
9 14 (28.00%) MongoDB
10 12 (24.00%) C#
11 10 (20.00%) Open Source
12 9 (18.00%) Git (software)
12 9 (18.00%) Software Engineering
13 8 (16.00%) Flask
13 8 (16.00%) Puppet
14 7 (14.00%) Kubernetes
14 7 (14.00%) CSS
14 7 (14.00%) Web Services
14 7 (14.00%) Google
15 6 (12.00%) NoSQL
15 6 (12.00%) Microsoft Azure
15 6 (12.00%) jQuery
15 6 (12.00%) PowerShell
15 6 (12.00%) MySQL
15 6 (12.00%) Analytical Skills

Python
Co-occurring IT Skills in Sheffield 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 (8.00%) Apache
1 4 (8.00%) nginx
2 2 (4.00%) Adobe Experience Manager
2 2 (4.00%) Alfresco
2 2 (4.00%) Apache Spark
2 2 (4.00%) CMS
2 2 (4.00%) Liferay
3 1 (2.00%) SharePoint
Cloud Services
1 18 (36.00%) Amazon AWS
2 6 (12.00%) Microsoft Azure
3 4 (8.00%) Amazon EC2
4 1 (2.00%) Azure Active Directory
4 1 (2.00%) Cloud Computing
4 1 (2.00%) Google Cloud Platform
4 1 (2.00%) IaaS
4 1 (2.00%) Office 365
4 1 (2.00%) PaaS
4 1 (2.00%) SaaS
Communications & Networking
1 2 (4.00%) VPN
2 1 (2.00%) Fibre Channel
2 1 (2.00%) iSCSI
Database & Business Intelligence
1 14 (28.00%) MongoDB
2 6 (12.00%) MySQL
2 6 (12.00%) NoSQL
3 3 (6.00%) Hadoop
3 3 (6.00%) PostgreSQL
3 3 (6.00%) SQL Server
4 2 (4.00%) Big Data
4 2 (4.00%) Data Mining
4 2 (4.00%) Redis
5 1 (2.00%) Spotfire
Development Applications
1 9 (18.00%) Git (software)
2 5 (10.00%) Jenkins
3 4 (8.00%) Sonatype Nexus
4 2 (4.00%) Atlassian Bamboo
4 2 (4.00%) Travis CI
5 1 (2.00%) Subversion
General
1 4 (8.00%) Games
2 2 (4.00%) Finance
2 2 (4.00%) Retail
3 1 (2.00%) Advertising
3 1 (2.00%) Electronics
Job Titles
1 25 (50.00%) Developer
2 18 (36.00%) Python Developer
3 10 (20.00%) DevOps Engineer
3 10 (20.00%) Web Developer
4 9 (18.00%) Cloud Engineer
5 8 (16.00%) Java Developer
5 8 (16.00%) Python Web Developer
5 8 (16.00%) Senior Developer
6 6 (12.00%) Automation Engineer
6 6 (12.00%) Full Stack Developer
6 6 (12.00%) Java Web Developer
6 6 (12.00%) PHP Developer
6 6 (12.00%) PHP Web Developer
7 5 (10.00%) JavaScript Developer
7 5 (10.00%) Linux DevOps Engineer
7 5 (10.00%) Linux Engineer
7 5 (10.00%) Linux/Unix DevOps
7 5 (10.00%) Senior Python Developer
7 5 (10.00%) Senior Web Developer
7 5 (10.00%) Support Engineer
Libraries, Frameworks & Software Standards
1 17 (34.00%) Node.js
2 8 (16.00%) Flask
3 7 (14.00%) CSS
3 7 (14.00%) Web Services
4 6 (12.00%) jQuery
5 5 (10.00%) Django
5 5 (10.00%) React
6 4 (8.00%) LAMP
7 3 (6.00%) .NET
7 3 (6.00%) HTML
7 3 (6.00%) HTML5
8 2 (4.00%) AngularJS
8 2 (4.00%) Apache Camel
8 2 (4.00%) Apache Flex
8 2 (4.00%) J2EE
8 2 (4.00%) Kafka
8 2 (4.00%) RESTful
8 2 (4.00%) WebCenter
9 1 (2.00%) CSS3
9 1 (2.00%) Natural Language Processing
Miscellaneous
1 6 (12.00%) Analytical Skills
2 3 (6.00%) Fintech
2 3 (6.00%) PMI
3 2 (4.00%) Algorithms
3 2 (4.00%) Video\Live Streaming
4 1 (2.00%) Computer Science
4 1 (2.00%) Data Centre
4 1 (2.00%) Hybrid Cloud
4 1 (2.00%) Management Information System
Operating Systems
1 24 (48.00%) Linux
2 5 (10.00%) Android
2 5 (10.00%) Apple iOS
3 4 (8.00%) Red Hat Enterprise Linux
4 2 (4.00%) Ubuntu
4 2 (4.00%) Windows
4 2 (4.00%) Windows Server
Processes & Methodologies
1 22 (44.00%) Agile Software Development
2 18 (36.00%) DevOps
3 15 (30.00%) Web Development
4 10 (20.00%) Open Source
5 9 (18.00%) Software Engineering
6 5 (10.00%) Android Development
6 5 (10.00%) iOS Development
6 5 (10.00%) Scrum
7 4 (8.00%) Mentoring
7 4 (8.00%) TDD
8 3 (6.00%) Front End Development
9 2 (4.00%) Analytics
9 2 (4.00%) Data Analytics
9 2 (4.00%) Data Management
9 2 (4.00%) DRM
9 2 (4.00%) Machine Learning
9 2 (4.00%) Mobile Development
9 2 (4.00%) Pair Programming
9 2 (4.00%) Test Automation
9 2 (4.00%) Unit Testing
Programming Languages
1 24 (48.00%) SQL
2 20 (40.00%) PHP
3 19 (38.00%) Java
4 16 (32.00%) JavaScript
5 14 (28.00%) Ruby
6 12 (24.00%) C#
7 6 (12.00%) PowerShell
8 5 (10.00%) Perl
9 3 (6.00%) ES6
10 2 (4.00%) Bash Shell
10 2 (4.00%) C++
10 2 (4.00%) R
11 1 (2.00%) Embedded C++
11 1 (2.00%) Go
11 1 (2.00%) Objective-C
11 1 (2.00%) Scala
11 1 (2.00%) T-SQL
Qualifications
1 5 (10.00%) Degree
2 4 (8.00%) CCNA
2 4 (8.00%) Cisco Certification
2 4 (8.00%) Computer Science Degree
2 4 (8.00%) MCP
3 3 (6.00%) PMI Certification
4 1 (2.00%) Numerate Degree
4 1 (2.00%) PhD
Quality Assurance & Compliance
1 1 (2.00%) QA
System Software
1 17 (34.00%) Docker
2 1 (2.00%) Active Directory
2 1 (2.00%) Virtual Machines
2 1 (2.00%) VMware Infrastructure
Systems Management
1 15 (30.00%) Opscode Chef
2 8 (16.00%) Puppet
3 7 (14.00%) Kubernetes
4 5 (10.00%) Terraform
5 4 (8.00%) Graphite
5 4 (8.00%) Nagios
5 4 (8.00%) Rancher
6 2 (4.00%) Ansible
6 2 (4.00%) Docker Swarm
6 2 (4.00%) Mesos
6 2 (4.00%) Packer
6 2 (4.00%) TeamSite
Vendors
1 7 (14.00%) Google
2 5 (10.00%) Microsoft
3 4 (8.00%) Oracle
3 4 (8.00%) Red Hat
4 3 (6.00%) VMware
5 2 (4.00%) Adobe
5 2 (4.00%) HP
5 2 (4.00%) OpenText
5 2 (4.00%) Twitter
6 1 (2.00%) Rackspace
6 1 (2.00%) SaltStack
6 1 (2.00%) Tableau