Period
to 22 February 2018

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

Python
South Yorkshire > Sheffield
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 24 25 40
Rank change year-on-year +1 +15 +59
Permanent jobs citing Python 68 76 67
As % of all permanent IT jobs advertised in Sheffield 7.84% 7.95% 5.44%
As % of the Programming Languages category 13.26% 14.81% 10.50%
Number of salaries quoted 54 68 68
Sheffield median annual salary £45,000 £38,750 £47,000
Median salary % change year-on-year +16.13% -17.55% +17.50%
10th Percentile £35,000 £26,250 £27,125
90th Percentile £59,250 £82,500 £57,500
South Yorkshire median annual salary £45,000 £37,500 £46,500
% change year-on-year +20.00% -19.35% +16.25%

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 513 513 638
As % of all permanent IT jobs advertised in Sheffield 59.17% 53.66% 51.79%
Number of salaries quoted 454 455 576
Sheffield median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +14.29%
10th Percentile £27,000 £26,250 £25,000
90th Percentile £57,500 £58,500 £56,000
South Yorkshire median annual salary £40,000 £40,000 £38,000
% change year-on-year - +5.26% +8.57%

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 22 February 2018.

Salary histogram for Python in Sheffield

For the 6 months to 22 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 Sheffield region with a requirement for Python.

1 41 (60.29%) Agile Software Development
2 36 (52.94%) Java
3 33 (48.53%) PHP
4 27 (39.71%) C#
5 25 (36.76%) Linux
6 23 (33.82%) Software Engineering
6 23 (33.82%) Ruby
7 22 (32.35%) SQL
7 22 (32.35%) MongoDB
7 22 (32.35%) Node.js
8 19 (27.94%) Web Development
9 17 (25.00%) C++
9 17 (25.00%) JavaScript
9 17 (25.00%) Open Source
9 17 (25.00%) Docker
10 16 (23.53%) DevOps
10 16 (23.53%) Scrum
11 15 (22.06%) TDD
11 15 (22.06%) Jenkins
11 15 (22.06%) Amazon AWS
12 13 (19.12%) BDD
12 13 (19.12%) C
12 13 (19.12%) Retail
13 12 (17.65%) Atlassian Bamboo
13 12 (17.65%) Continuous Integration
13 12 (17.65%) Kanban
13 12 (17.65%) Finance
13 12 (17.65%) Test Automation
13 12 (17.65%) Flask
13 12 (17.65%) Opscode Chef

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 (5.88%) SAS
2 2 (2.94%) Adobe Experience Manager
2 2 (2.94%) Alfresco
2 2 (2.94%) Apache Spark
2 2 (2.94%) CMS
2 2 (2.94%) Liferay
3 1 (1.47%) SharePoint
3 1 (1.47%) Tomcat
Applications
1 1 (1.47%) Microsoft Excel
Cloud Services
1 15 (22.06%) Amazon AWS
2 6 (8.82%) Microsoft Azure
3 1 (1.47%) Azure Active Directory
3 1 (1.47%) Cloud Computing
3 1 (1.47%) Google Cloud Platform
3 1 (1.47%) IaaS
3 1 (1.47%) Office 365
3 1 (1.47%) PaaS
3 1 (1.47%) SaaS
Communications & Networking
1 1 (1.47%) Fibre Channel
1 1 (1.47%) iSCSI
1 1 (1.47%) VPN
Database & Business Intelligence
1 22 (32.35%) MongoDB
2 8 (11.76%) NoSQL
3 7 (10.29%) MySQL
4 6 (8.82%) PostgreSQL
5 5 (7.35%) Redis
6 4 (5.88%) SQL Server
7 2 (2.94%) Big Data
7 2 (2.94%) Hadoop
7 2 (2.94%) QlikView
8 1 (1.47%) RDBMS
8 1 (1.47%) Relational Database
Development Applications
1 15 (22.06%) Jenkins
2 12 (17.65%) Atlassian Bamboo
3 10 (14.71%) Buildbot
3 10 (14.71%) Cucumber
3 10 (14.71%) Ranorex
3 10 (14.71%) Selenium
4 8 (11.76%) Git (software)
5 6 (8.82%) Appium
5 6 (8.82%) Gatling
5 6 (8.82%) JMeter
5 6 (8.82%) NeoLoad
5 6 (8.82%) SoapUI
5 6 (8.82%) Sonatype Nexus
5 6 (8.82%) WATIR
5 6 (8.82%) WebLOAD
6 2 (2.94%) Travis CI
7 1 (1.47%) LabVIEW
7 1 (1.47%) Subversion
General
1 13 (19.12%) Retail
2 12 (17.65%) Finance
3 10 (14.71%) Legal
4 6 (8.82%) Games
5 3 (4.41%) Electronics
5 3 (4.41%) Marketing
6 2 (2.94%) Advertising
Job Titles
1 36 (52.94%) Developer
2 22 (32.35%) Java Developer
3 17 (25.00%) Python Developer
4 15 (22.06%) Web Developer
5 12 (17.65%) Python Web Developer
5 12 (17.65%) Senior Developer
6 10 (14.71%) Agile Developer
6 10 (14.71%) Agile Java Developer
6 10 (14.71%) Consultant
6 10 (14.71%) Developer in Test
6 10 (14.71%) Java Consultant
6 10 (14.71%) Java Developer in Test
6 10 (14.71%) SC Cleared Java Developer
6 10 (14.71%) Test Automation Consultant
6 10 (14.71%) Test Automation Developer
6 10 (14.71%) Test Consultant
7 9 (13.24%) PHP Developer
7 9 (13.24%) PHP Web Developer
7 9 (13.24%) Senior Web Developer
7 9 (13.24%) Software Engineer
Libraries, Frameworks & Software Standards
1 22 (32.35%) Node.js
2 12 (17.65%) Flask
3 9 (13.24%) Web Services
4 7 (10.29%) CSS
5 6 (8.82%) jQuery
5 6 (8.82%) React
5 6 (8.82%) RESTful
6 5 (7.35%) Django
6 5 (7.35%) HTML
6 5 (7.35%) Kafka
7 4 (5.88%) JSON
8 3 (4.41%) HTML5
9 2 (2.94%) Ajax
9 2 (2.94%) AngularJS
9 2 (2.94%) Apache Camel
9 2 (2.94%) Apache Flex
9 2 (2.94%) J2EE
9 2 (2.94%) WebCenter
10 1 (1.47%) .NET
10 1 (1.47%) XML
Miscellaneous
1 8 (11.76%) Analytical Skills
2 3 (4.41%) PMI
3 2 (2.94%) Video\Live Streaming
4 1 (1.47%) Computer Science
4 1 (1.47%) Data Centre
4 1 (1.47%) Embedded Systems
4 1 (1.47%) Field-Programmable Gate Array
4 1 (1.47%) Hybrid Cloud
Operating Systems
1 25 (36.76%) Linux
2 6 (8.82%) Red Hat Enterprise Linux
3 4 (5.88%) Windows
4 2 (2.94%) Ubuntu
4 2 (2.94%) Windows Server
Processes & Methodologies
1 41 (60.29%) Agile Software Development
2 23 (33.82%) Software Engineering
3 19 (27.94%) Web Development
4 17 (25.00%) Open Source
5 16 (23.53%) DevOps
5 16 (23.53%) Scrum
6 15 (22.06%) TDD
7 13 (19.12%) BDD
8 12 (17.65%) Continuous Integration
8 12 (17.65%) Kanban
8 12 (17.65%) Test Automation
9 10 (14.71%) DSDM
9 10 (14.71%) Mentoring
9 10 (14.71%) Software Testing
10 5 (7.35%) Data Science
11 4 (5.88%) Front End Development
12 3 (4.41%) Analytics
12 3 (4.41%) Collaborative Working
12 3 (4.41%) Domain-Driven Design
12 3 (4.41%) Visualisation
Programming Languages
1 36 (52.94%) Java
2 33 (48.53%) PHP
3 27 (39.71%) C#
4 23 (33.82%) Ruby
5 22 (32.35%) SQL
6 17 (25.00%) C++
6 17 (25.00%) JavaScript
7 13 (19.12%) C
8 10 (14.71%) Scala
9 6 (8.82%) PowerShell
10 4 (5.88%) ES6
11 3 (4.41%) Embedded C++
12 2 (2.94%) Perl
12 2 (2.94%) R
13 1 (1.47%) Go
13 1 (1.47%) MATLAB
13 1 (1.47%) Objective-C
13 1 (1.47%) PL/SQL
13 1 (1.47%) T-SQL
Qualifications
1 10 (14.71%) SC Cleared
1 10 (14.71%) Security Cleared
2 6 (8.82%) Degree
3 4 (5.88%) CCNA
3 4 (5.88%) Cisco Certification
3 4 (5.88%) Computer Science Degree
3 4 (5.88%) MCP
4 3 (4.41%) PMI Certification
Quality Assurance & Compliance
1 2 (2.94%) QA
System Software
1 17 (25.00%) Docker
2 1 (1.47%) Active Directory
2 1 (1.47%) Virtual Machines
2 1 (1.47%) VMware Infrastructure
Systems Management
1 12 (17.65%) Opscode Chef
2 6 (8.82%) Graphite
2 6 (8.82%) Nagios
3 4 (5.88%) Puppet
3 4 (5.88%) Rancher
4 2 (2.94%) Docker Swarm
4 2 (2.94%) Kubernetes
4 2 (2.94%) Mesos
4 2 (2.94%) Packer
4 2 (2.94%) TeamSite
5 1 (1.47%) Ansible
5 1 (1.47%) Terraform
Vendors
1 7 (10.29%) Google
2 5 (7.35%) Microsoft
3 4 (5.88%) Oracle
4 3 (4.41%) Salesforce.com
4 3 (4.41%) VMware
5 2 (2.94%) Adobe
5 2 (2.94%) HP
5 2 (2.94%) OpenText
5 2 (2.94%) Tableau
5 2 (2.94%) Twitter
6 1 (1.47%) SaltStack