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

Python
South Yorkshire > Sheffield
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 28 22 30
Rank change year-on-year -6 +8 +7
Permanent jobs citing Python 57 61 69
As % of all permanent IT jobs advertised in Sheffield 6.61% 7.54% 6.78%
As % of the Programming Languages category 12.45% 14.22% 13.58%
Number of salaries quoted 51 57 65
Sheffield median annual salary £47,500 £45,000 £37,500
Median salary % change year-on-year +5.56% +20.00% -6.25%
10th Percentile £36,250 £32,000 £26,250
90th Percentile £75,000 £62,500 £82,500
South Yorkshire median annual salary £47,500 £45,000 £37,500
% change year-on-year +5.56% +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 458 429 508
As % of all permanent IT jobs advertised in Sheffield 53.13% 53.03% 49.95%
Number of salaries quoted 382 380 450
Sheffield median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £27,500 £27,000 £26,250
90th Percentile £61,250 £58,750 £57,500
South Yorkshire median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% -

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 19 November 2018.

Salary histogram for Python in Sheffield

For the 6 months to 19 November 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 21 (36.84%) Bash Shell
1 21 (36.84%) DevOps
2 20 (35.09%) Git (software)
2 20 (35.09%) SQL
3 19 (33.33%) Linux
3 19 (33.33%) Software Engineering
3 19 (33.33%) Ruby
3 19 (33.33%) Amazon AWS
3 19 (33.33%) Puppet
4 17 (29.82%) JavaScript
5 16 (28.07%) Perl
5 16 (28.07%) Docker
6 15 (26.32%) Ansible
6 15 (26.32%) Agile Software Development
6 15 (26.32%) Finance
6 15 (26.32%) Kubernetes
6 15 (26.32%) React
7 14 (24.56%) C#
7 14 (24.56%) Unix
7 14 (24.56%) Test Automation
8 13 (22.81%) Degree
8 13 (22.81%) Java
8 13 (22.81%) TDD
9 12 (21.05%) .NET
9 12 (21.05%) Analytics
10 11 (19.30%) Jenkins
11 10 (17.54%) Retail
12 9 (15.79%) Shell Script
12 9 (15.79%) IaaS
12 9 (15.79%) Continuous Integration

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 7 (12.28%) Apache
1 7 (12.28%) CloudStack
2 4 (7.02%) Apache Spark
2 4 (7.02%) Cloud Foundry
3 3 (5.26%) Confluence
3 3 (5.26%) IIS
3 3 (5.26%) SAS
3 3 (5.26%) WebLogic
3 3 (5.26%) WebSphere
3 3 (5.26%) WebSphere Application Server
4 2 (3.51%) Apache Pig
4 2 (3.51%) CMS
4 2 (3.51%) Tomcat
5 1 (1.75%) Adobe Experience Manager
5 1 (1.75%) Alfresco
5 1 (1.75%) Apache Solr
5 1 (1.75%) Elasticsearch
5 1 (1.75%) IBM Notes
5 1 (1.75%) Liferay
Applications
1 2 (3.51%) Microsoft Excel
1 2 (3.51%) Microsoft PowerPoint
2 1 (1.75%) Abaqus
2 1 (1.75%) MS Visio
Cloud Services
1 19 (33.33%) Amazon AWS
2 9 (15.79%) IaaS
3 7 (12.28%) Microsoft Azure
4 5 (8.77%) SaaS
5 4 (7.02%) AWS CloudFormation
6 3 (5.26%) AWS Lambda
6 3 (5.26%) Google Cloud Platform
6 3 (5.26%) Serverless
7 2 (3.51%) PaaS
8 1 (1.75%) Google App Engine
Communications & Networking
1 2 (3.51%) Firewall
2 1 (1.75%) Intrusion Detection
2 1 (1.75%) Modbus
2 1 (1.75%) TCP/IP
Database & Business Intelligence
1 8 (14.04%) NoSQL
2 6 (10.53%) SQL Server
3 5 (8.77%) Hadoop
3 5 (8.77%) MySQL
4 4 (7.02%) Apache Hive
5 3 (5.26%) Relational Database
6 2 (3.51%) Data Warehouse
6 2 (3.51%) MongoDB
6 2 (3.51%) QlikView
6 2 (3.51%) SAS Visual Analytics
7 1 (1.75%) DB2
7 1 (1.75%) Hazelcast
7 1 (1.75%) Impala
7 1 (1.75%) PostgreSQL
7 1 (1.75%) Power BI
7 1 (1.75%) Redis
7 1 (1.75%) Spotfire
7 1 (1.75%) VoltDB
Development Applications
1 20 (35.09%) Git (software)
2 11 (19.30%) Jenkins
3 7 (12.28%) GitLab
4 6 (10.53%) JIRA
5 4 (7.02%) CF BOSH
5 4 (7.02%) NUnit
5 4 (7.02%) Selenium
6 3 (5.26%) SonarQube
6 3 (5.26%) Subversion
6 3 (5.26%) Vagrant
7 2 (3.51%) Atlassian Bamboo
7 2 (3.51%) Bitbucket
7 2 (3.51%) TeamCity
8 1 (1.75%) Burp Suite
8 1 (1.75%) CircleCI
8 1 (1.75%) Codeship
8 1 (1.75%) GoCD
8 1 (1.75%) Sonatype Nexus
8 1 (1.75%) TortoiseSVN
8 1 (1.75%) Travis CI
General
1 15 (26.32%) Finance
2 10 (17.54%) Retail
3 7 (12.28%) Games
4 2 (3.51%) Banking
5 1 (1.75%) Electronics
5 1 (1.75%) Manufacturing
5 1 (1.75%) Marketing
Job Titles
1 18 (31.58%) Developer
2 16 (28.07%) DevOps Engineer
3 11 (19.30%) Cloud Engineer
3 11 (19.30%) Senior Developer
4 10 (17.54%) Software Developer
5 7 (12.28%) Senior Software Developer
6 6 (10.53%) AWS Engineer
6 6 (10.53%) Linux Engineer
7 5 (8.77%) AWS DevOps
7 5 (8.77%) AWS DevOps Engineer
8 4 (7.02%) Infrastructure Engineer
8 4 (7.02%) IT Engineer
8 4 (7.02%) Middleware Engineer
8 4 (7.02%) Senior IT Engineer
8 4 (7.02%) Senior Middleware Engineer
9 3 (5.26%) Linux DevOps Engineer
9 3 (5.26%) Linux/Unix DevOps
9 3 (5.26%) SQL Developer
10 2 (3.51%) T-SQL Developer
10 2 (3.51%) Windows DevOps Engineer
Libraries, Frameworks & Software Standards
1 15 (26.32%) React
2 12 (21.05%) .NET
3 8 (14.04%) Node.js
4 7 (12.28%) Django
4 7 (12.28%) React Native
4 7 (12.28%) Web Services
5 5 (8.77%) Middleware
6 4 (7.02%) AngularJS
6 4 (7.02%) Java EE
7 3 (5.26%) JSON
7 3 (5.26%) Vue.js
8 2 (3.51%) D3.js
8 2 (3.51%) HTML
8 2 (3.51%) HTML5
8 2 (3.51%) Natural Language Processing
8 2 (3.51%) Spring
9 1 (1.75%) Flash
9 1 (1.75%) Hibernate
9 1 (1.75%) J2EE
9 1 (1.75%) Java SE
Miscellaneous
1 6 (10.53%) Data Centre
2 4 (7.02%) Public Cloud
3 3 (5.26%) Analytical Skills
3 3 (5.26%) Computer Science
3 3 (5.26%) Management Information System
3 3 (5.26%) Self-Motivation
4 1 (1.75%) Algorithms
4 1 (1.75%) CAN bus
4 1 (1.75%) Data Protection Act
4 1 (1.75%) EPoS
4 1 (1.75%) Field-Programmable Gate Array
4 1 (1.75%) Greenfield Project
4 1 (1.75%) Hybrid Cloud
4 1 (1.75%) Semantic Web
4 1 (1.75%) Virtual Team
Operating Systems
1 19 (33.33%) Linux
2 14 (24.56%) Unix
3 7 (12.28%) Android
3 7 (12.28%) Apple iOS
4 6 (10.53%) Red Hat Enterprise Linux
5 5 (8.77%) Windows
6 3 (5.26%) Windows Server
7 2 (3.51%) SUSE
7 2 (3.51%) SUSE Linux Enterprise Server
8 1 (1.75%) CentOS
8 1 (1.75%) DC/OS
8 1 (1.75%) Ubuntu
Processes & Methodologies
1 21 (36.84%) DevOps
2 19 (33.33%) Software Engineering
3 15 (26.32%) Agile Software Development
4 14 (24.56%) Test Automation
5 13 (22.81%) TDD
6 12 (21.05%) Analytics
7 9 (15.79%) Continuous Integration
8 7 (12.28%) Android Development
8 7 (12.28%) E-Commerce
8 7 (12.28%) iOS Development
8 7 (12.28%) Mobile Development
8 7 (12.28%) Software Delivery
9 6 (10.53%) Configuration Management
9 6 (10.53%) Continuous Delivery
9 6 (10.53%) Data Science
9 6 (10.53%) Project Management
10 5 (8.77%) Infrastructure Engineering
11 4 (7.02%) IT Strategy
11 4 (7.02%) Problem-Solving
11 4 (7.02%) SDLC
Programming Languages
1 21 (36.84%) Bash Shell
2 20 (35.09%) SQL
3 19 (33.33%) Ruby
4 17 (29.82%) JavaScript
5 16 (28.07%) Perl
6 14 (24.56%) C#
7 13 (22.81%) Java
8 9 (15.79%) Shell Script
9 6 (10.53%) C++
10 5 (8.77%) Go
10 5 (8.77%) PowerShell
10 5 (8.77%) TypeScript
11 4 (7.02%) ES6
11 4 (7.02%) PHP
11 4 (7.02%) R
12 3 (5.26%) MATLAB
12 3 (5.26%) Scala
13 2 (3.51%) C
13 2 (3.51%) sed
13 2 (3.51%) T-SQL
Qualifications
1 13 (22.81%) Degree
2 4 (7.02%) AWS Certification
3 1 (1.75%) Computer Science Degree
3 1 (1.75%) ITIL Foundation Certificate
3 1 (1.75%) Master's Degree
3 1 (1.75%) OCA
3 1 (1.75%) OCAJ
3 1 (1.75%) Oracle Certification
3 1 (1.75%) PhD
3 1 (1.75%) SC Cleared
3 1 (1.75%) Security Cleared
Quality Assurance & Compliance
1 4 (7.02%) PMO
2 3 (5.26%) QA
3 1 (1.75%) ISO/IEC 27001
3 1 (1.75%) JTAG
System Software
1 16 (28.07%) Docker
2 7 (12.28%) LXC
3 1 (1.75%) Active Directory
3 1 (1.75%) Firmware
3 1 (1.75%) Virtual Machines
Systems Management
1 19 (33.33%) Puppet
2 15 (26.32%) Ansible
2 15 (26.32%) Kubernetes
3 6 (10.53%) Opscode Chef
4 4 (7.02%) Terraform
5 2 (3.51%) Ambari
5 2 (3.51%) Red Hat Satellite
5 2 (3.51%) yum
6 1 (1.75%) CFEngine
6 1 (1.75%) Control-M
6 1 (1.75%) Host Intrusion Detection System
6 1 (1.75%) Nagios
6 1 (1.75%) Nessus
6 1 (1.75%) Oracle Identity Manager
6 1 (1.75%) TeamSite
6 1 (1.75%) Xymon
6 1 (1.75%) ZABBIX
Vendors
1 5 (8.77%) Oracle
2 4 (7.02%) Red Hat
2 4 (7.02%) Tableau
3 2 (3.51%) Atlassian
3 2 (3.51%) Centrify
3 2 (3.51%) CyberArk
3 2 (3.51%) Okta
3 2 (3.51%) Platfora
4 1 (1.75%) Adobe
4 1 (1.75%) AlienVault
4 1 (1.75%) Dynatrace
4 1 (1.75%) Google
4 1 (1.75%) Hortonworks
4 1 (1.75%) HP
4 1 (1.75%) LogRhythm
4 1 (1.75%) Lotus
4 1 (1.75%) Microsoft
4 1 (1.75%) Qualys
4 1 (1.75%) Thycotic
4 1 (1.75%) Veracode