Period
to 16 August 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 16 August 2018 with a comparison to the same period in the previous 2 years.

Python
South Yorkshire > Sheffield
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 35 13 38
Rank change year-on-year -22 +25 +20
Permanent jobs citing Python 48 113 58
As % of all permanent IT jobs advertised in Sheffield 5.33% 12.50% 5.41%
As % of the Programming Languages category 9.43% 21.73% 10.78%
Number of salaries quoted 45 109 54
Sheffield median annual salary £50,000 £60,000 £37,500
Median salary % change year-on-year -16.67% +60.00% +11.94%
10th Percentile £36,250 £31,200 £29,750
90th Percentile £76,500 £63,750 £52,500
South Yorkshire median annual salary £50,000 £57,500 £37,500
% change year-on-year -13.04% +53.33% +10.29%

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 509 520 538
As % of all permanent IT jobs advertised in Sheffield 56.56% 57.52% 50.14%
Number of salaries quoted 428 456 471
Sheffield median annual salary £42,500 £42,500 £37,500
Median salary % change year-on-year - +13.33% +7.14%
10th Percentile £23,700 £26,750 £26,250
90th Percentile £60,000 £62,500 £55,000
South Yorkshire median annual salary £40,000 £40,000 £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 16 August 2018.

Salary histogram for Python in Sheffield

For the 6 months to 16 August 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 20 (41.67%) Git (software)
2 18 (37.50%) DevOps
2 18 (37.50%) Agile Software Development
2 18 (37.50%) Ruby
3 17 (35.42%) Bash Shell
4 16 (33.33%) Docker
4 16 (33.33%) Linux
5 15 (31.25%) C#
5 15 (31.25%) Java
5 15 (31.25%) Finance
5 15 (31.25%) Software Engineering
6 13 (27.08%) TDD
7 12 (25.00%) SQL
7 12 (25.00%) Puppet
7 12 (25.00%) Amazon AWS
7 12 (25.00%) Kubernetes
8 11 (22.92%) Retail
9 10 (20.83%) PHP
10 9 (18.75%) JavaScript
10 9 (18.75%) Degree
10 9 (18.75%) NoSQL
11 8 (16.67%) Microsoft Azure
11 8 (16.67%) Opscode Chef
11 8 (16.67%) IaaS
11 8 (16.67%) Analytical Skills
11 8 (16.67%) Perl
12 7 (14.58%) .NET
12 7 (14.58%) Apache
12 7 (14.58%) Tomcat
12 7 (14.58%) SAS

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 (14.58%) Apache
1 7 (14.58%) CloudStack
1 7 (14.58%) SAS
1 7 (14.58%) Tomcat
2 3 (6.25%) Apache Spark
2 3 (6.25%) IIS
3 2 (4.17%) Confluence
4 1 (2.08%) Apache Pig
4 1 (2.08%) CMS
4 1 (2.08%) Elasticsearch
Applications
1 2 (4.17%) Microsoft Excel
1 2 (4.17%) Microsoft PowerPoint
Cloud Services
1 12 (25.00%) Amazon AWS
2 8 (16.67%) IaaS
2 8 (16.67%) Microsoft Azure
3 4 (8.33%) AWS CloudFormation
3 4 (8.33%) Google Cloud Platform
3 4 (8.33%) SaaS
4 3 (6.25%) AWS Lambda
4 3 (6.25%) Serverless
5 1 (2.08%) GitHub
5 1 (2.08%) Google App Engine
5 1 (2.08%) PaaS
Communications & Networking
1 3 (6.25%) Firewall
2 2 (4.17%) TCP/IP
3 1 (2.08%) HTTP
3 1 (2.08%) Intrusion Detection
3 1 (2.08%) Modbus
3 1 (2.08%) VPN
Database & Business Intelligence
1 9 (18.75%) NoSQL
2 7 (14.58%) Hadoop
3 4 (8.33%) SQL Server
4 2 (4.17%) Apache Hive
4 2 (4.17%) MongoDB
4 2 (4.17%) MySQL
4 2 (4.17%) Power BI
4 2 (4.17%) QlikView
4 2 (4.17%) Relational Database
4 2 (4.17%) Spotfire
5 1 (2.08%) Big Data
5 1 (2.08%) Data Mining
5 1 (2.08%) DB2
5 1 (2.08%) Impala
5 1 (2.08%) RDBMS
5 1 (2.08%) SAS EBI
5 1 (2.08%) SAS Visual Analytics
Development Applications
1 20 (41.67%) Git (software)
2 7 (14.58%) GitLab
2 7 (14.58%) Jenkins
3 5 (10.42%) Selenium
3 5 (10.42%) Sonatype Nexus
4 4 (8.33%) JIRA
4 4 (8.33%) NUnit
5 3 (6.25%) Bitbucket
5 3 (6.25%) SonarQube
5 3 (6.25%) Vagrant
6 2 (4.17%) Atlassian Bamboo
6 2 (4.17%) Subversion
7 1 (2.08%) Ant
7 1 (2.08%) Bugzilla
7 1 (2.08%) HP UFT
7 1 (2.08%) JMeter
7 1 (2.08%) Maven
7 1 (2.08%) Mercurial
7 1 (2.08%) Team Foundation Server
7 1 (2.08%) TeamCity
General
1 15 (31.25%) Finance
2 11 (22.92%) Retail
3 5 (10.42%) Games
4 2 (4.17%) Electronics
4 2 (4.17%) Marketing
5 1 (2.08%) Advertising
5 1 (2.08%) Manufacturing
Job Titles
1 15 (31.25%) DevOps Engineer
2 12 (25.00%) Developer
3 11 (22.92%) Cloud Engineer
4 7 (14.58%) Java Developer
5 5 (10.42%) AWS Engineer
6 4 (8.33%) Architect
6 4 (8.33%) AWS DevOps
6 4 (8.33%) AWS DevOps Engineer
7 3 (6.25%) Data Scientist
7 3 (6.25%) Linux Engineer
7 3 (6.25%) Software Developer
7 3 (6.25%) Software Engineer
8 2 (4.17%) C# Developer
8 2 (4.17%) Cloud Architect
8 2 (4.17%) Cloud Consultant
8 2 (4.17%) Cloud Developer
8 2 (4.17%) DevOps Architect
8 2 (4.17%) DevOps Consultant
8 2 (4.17%) Linux DevOps Engineer
8 2 (4.17%) Windows Engineer
Libraries, Frameworks & Software Standards
1 7 (14.58%) .NET
1 7 (14.58%) React
1 7 (14.58%) Spring
2 6 (12.50%) Hibernate
3 4 (8.33%) Web Services
4 3 (6.25%) Node.js
5 2 (4.17%) D3.js
5 2 (4.17%) Django
5 2 (4.17%) HTML
5 2 (4.17%) React Native
6 1 (2.08%) CSS
6 1 (2.08%) Flash
6 1 (2.08%) Java EE
6 1 (2.08%) Java SE
6 1 (2.08%) JSON
6 1 (2.08%) Middleware
6 1 (2.08%) Raphaël
6 1 (2.08%) SOAP
6 1 (2.08%) TensorFlow
6 1 (2.08%) XML
Miscellaneous
1 8 (16.67%) Analytical Skills
2 2 (4.17%) Management Information System
3 1 (2.08%) Algorithms
3 1 (2.08%) CAN bus
3 1 (2.08%) Computer Science
3 1 (2.08%) EPoS
3 1 (2.08%) Field-Programmable Gate Array
3 1 (2.08%) Hybrid Cloud
3 1 (2.08%) Linux Command Line
3 1 (2.08%) Semantic Web
Operating Systems
1 16 (33.33%) Linux
2 6 (12.50%) Windows
3 5 (10.42%) Unix
4 3 (6.25%) Red Hat Enterprise Linux
4 3 (6.25%) Windows Server
5 2 (4.17%) Android
5 2 (4.17%) Apple iOS
6 1 (2.08%) CentOS
6 1 (2.08%) DC/OS
6 1 (2.08%) Ubuntu
Processes & Methodologies
1 18 (37.50%) Agile Software Development
1 18 (37.50%) DevOps
2 15 (31.25%) Software Engineering
3 13 (27.08%) TDD
4 7 (14.58%) Analytics
4 7 (14.58%) Data Science
4 7 (14.58%) Software Delivery
5 6 (12.50%) Problem-Solving
5 6 (12.50%) SDLC
6 5 (10.42%) Configuration Management
6 5 (10.42%) Statistics
7 4 (8.33%) Anti-Money Laundering
7 4 (8.33%) BDD
7 4 (8.33%) Data Visualisation
7 4 (8.33%) Mathematics
7 4 (8.33%) Test Automation
7 4 (8.33%) Visualisation
8 3 (6.25%) Collaborative Working
8 3 (6.25%) Machine Learning
8 3 (6.25%) Mentoring
Programming Languages
1 18 (37.50%) Ruby
2 17 (35.42%) Bash Shell
3 15 (31.25%) C#
3 15 (31.25%) Java
4 12 (25.00%) SQL
5 10 (20.83%) PHP
6 9 (18.75%) JavaScript
7 8 (16.67%) Perl
8 7 (14.58%) R
9 5 (10.42%) Go
9 5 (10.42%) TypeScript
10 4 (8.33%) ES6
10 4 (8.33%) PowerShell
11 3 (6.25%) C++
12 2 (4.17%) C
12 2 (4.17%) Groovy
12 2 (4.17%) Scala
12 2 (4.17%) Shell Script
13 1 (2.08%) Embedded C
13 1 (2.08%) Embedded C++
Qualifications
1 9 (18.75%) Degree
2 4 (8.33%) AWS Certification
3 1 (2.08%) ITIL Foundation Certificate
3 1 (2.08%) OCA
3 1 (2.08%) OCAJ
3 1 (2.08%) Oracle Certification
3 1 (2.08%) SC Cleared
3 1 (2.08%) Security Cleared
Quality Assurance & Compliance
1 6 (12.50%) QA
2 1 (2.08%) GCP
2 1 (2.08%) JTAG
System Software
1 16 (33.33%) Docker
2 7 (14.58%) LXC
3 1 (2.08%) Firmware
Systems Management
1 12 (25.00%) Kubernetes
1 12 (25.00%) Puppet
2 8 (16.67%) Opscode Chef
3 6 (12.50%) Ansible
4 5 (10.42%) Terraform
5 4 (8.33%) Nagios
6 3 (6.25%) Graphite
7 1 (2.08%) Ambari
7 1 (2.08%) Host Intrusion Detection System
7 1 (2.08%) HP ALM
7 1 (2.08%) Oracle Identity Manager
7 1 (2.08%) Xymon
7 1 (2.08%) ZABBIX
Vendors
1 4 (8.33%) Tableau
2 3 (6.25%) Google
3 2 (4.17%) Microsoft
3 2 (4.17%) Oracle
3 2 (4.17%) Red Hat
4 1 (2.08%) Atlassian
4 1 (2.08%) Centrify
4 1 (2.08%) CyberArk
4 1 (2.08%) Dynatrace
4 1 (2.08%) HP
4 1 (2.08%) Okta
4 1 (2.08%) Platfora
4 1 (2.08%) SaltStack
4 1 (2.08%) Veracode