Period
to 27 May 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 27 May 2018 with a comparison to the same period in the previous 2 years.

Python
South Yorkshire > Sheffield
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 35 19 41
Rank change year-on-year -16 +22 +49
Permanent jobs citing Python 54 120 65
As % of all permanent IT jobs advertised in Sheffield 6.04% 12.38% 5.46%
As % of the Programming Languages category 10.15% 20.44% 10.45%
Number of salaries quoted 39 112 61
Sheffield median annual salary £45,000 £60,000 £37,500
Median salary % change year-on-year -25.00% +60.00% +25.00%
10th Percentile £36,250 £31,000 £28,000
90th Percentile £60,000 £63,750 £53,750
South Yorkshire median annual salary £45,000 £57,500 £37,500
% change year-on-year -21.74% +53.33% +18.11%

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 532 587 622
As % of all permanent IT jobs advertised in Sheffield 59.51% 60.58% 52.27%
Number of salaries quoted 454 509 567
Sheffield median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +14.29%
10th Percentile £25,575 £27,150 £26,050
90th Percentile £57,500 £62,500 £55,000
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 27 May 2018.

Salary histogram for Python in Sheffield

For the 6 months to 27 May 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 34 (62.96%) Agile Software Development
2 32 (59.26%) Java
3 27 (50.00%) PHP
4 26 (48.15%) C#
5 23 (42.59%) Finance
6 20 (37.04%) Retail
7 19 (35.19%) Software Engineering
8 17 (31.48%) Ruby
8 17 (31.48%) C++
9 16 (29.63%) Linux
10 14 (25.93%) C
10 14 (25.93%) TDD
10 14 (25.93%) Scrum
11 13 (24.07%) BDD
12 11 (20.37%) SQL
12 11 (20.37%) Software Testing
12 11 (20.37%) Selenium
12 11 (20.37%) Atlassian Bamboo
12 11 (20.37%) Kanban
12 11 (20.37%) Test Automation
12 11 (20.37%) Jenkins
12 11 (20.37%) Ranorex
13 10 (18.52%) Docker
13 10 (18.52%) Scala
13 10 (18.52%) Open Source
13 10 (18.52%) Cucumber
13 10 (18.52%) MongoDB
13 10 (18.52%) Buildbot
13 10 (18.52%) Continuous Integration
13 10 (18.52%) SC Cleared

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 9 (16.67%) SAS
2 7 (12.96%) Tomcat
3 1 (1.85%) Apache
3 1 (1.85%) Apache Spark
3 1 (1.85%) CloudStack
3 1 (1.85%) Confluence
Applications
1 3 (5.56%) Microsoft Excel
2 2 (3.70%) Microsoft PowerPoint
Cloud Services
1 4 (7.41%) Amazon AWS
2 3 (5.56%) Google Cloud Platform
3 2 (3.70%) Microsoft Azure
4 1 (1.85%) GitHub
4 1 (1.85%) IaaS
Communications & Networking
1 2 (3.70%) Firewall
2 1 (1.85%) HTTP
2 1 (1.85%) TCP/IP
2 1 (1.85%) VPN
Database & Business Intelligence
1 10 (18.52%) MongoDB
2 8 (14.81%) NoSQL
3 4 (7.41%) Hadoop
4 3 (5.56%) PostgreSQL
4 3 (5.56%) QlikView
4 3 (5.56%) Redis
5 2 (3.70%) MySQL
6 1 (1.85%) Big Data
6 1 (1.85%) Data Mining
6 1 (1.85%) Power BI
6 1 (1.85%) RDBMS
6 1 (1.85%) Relational Database
6 1 (1.85%) SAS EBI
6 1 (1.85%) Spotfire
6 1 (1.85%) SQL Server
Development Applications
1 11 (20.37%) Atlassian Bamboo
1 11 (20.37%) Jenkins
1 11 (20.37%) Ranorex
1 11 (20.37%) Selenium
2 10 (18.52%) Buildbot
2 10 (18.52%) Cucumber
3 7 (12.96%) Appium
3 7 (12.96%) Gatling
3 7 (12.96%) JMeter
3 7 (12.96%) SoapUI
4 6 (11.11%) NeoLoad
4 6 (11.11%) Sonatype Nexus
4 6 (11.11%) WATIR
4 6 (11.11%) WebLOAD
5 3 (5.56%) Git (software)
6 2 (3.70%) JIRA
7 1 (1.85%) Maven
7 1 (1.85%) Mercurial
7 1 (1.85%) Subversion
7 1 (1.85%) Team Foundation Server
General
1 23 (42.59%) Finance
2 20 (37.04%) Retail
3 10 (18.52%) Legal
4 5 (9.26%) Games
5 4 (7.41%) Marketing
6 3 (5.56%) Electronics
7 1 (1.85%) Advertising
Job Titles
1 26 (48.15%) Developer
2 23 (42.59%) Java Developer
3 12 (22.22%) Consultant
4 10 (18.52%) Agile Developer
4 10 (18.52%) Agile Java Developer
4 10 (18.52%) Developer in Test
4 10 (18.52%) Java Consultant
4 10 (18.52%) Java Developer in Test
4 10 (18.52%) SC Cleared Java Developer
4 10 (18.52%) Test Automation Consultant
4 10 (18.52%) Test Automation Developer
4 10 (18.52%) Test Consultant
5 8 (14.81%) Software Engineer
6 7 (12.96%) Web Developer
7 6 (11.11%) Lead Developer
7 6 (11.11%) Lead Java Developer
7 6 (11.11%) Python Developer
7 6 (11.11%) Python Web Developer
7 6 (11.11%) Senior Developer
7 6 (11.11%) Senior Web Developer
Libraries, Frameworks & Software Standards
1 7 (12.96%) Hibernate
1 7 (12.96%) Node.js
1 7 (12.96%) Spring
2 6 (11.11%) Flask
3 4 (7.41%) CSS
3 4 (7.41%) JSON
3 4 (7.41%) RESTful
4 3 (5.56%) HTML
4 3 (5.56%) jQuery
4 3 (5.56%) Kafka
4 3 (5.56%) Web Services
5 2 (3.70%) Ajax
5 2 (3.70%) Django
6 1 (1.85%) LAMP
6 1 (1.85%) React
6 1 (1.85%) SOAP
6 1 (1.85%) XML
Miscellaneous
1 9 (16.67%) Analytical Skills
2 2 (3.70%) Management Information System
3 1 (1.85%) Computer Science
3 1 (1.85%) Embedded Systems
3 1 (1.85%) Field-Programmable Gate Array
3 1 (1.85%) Linux Command Line
Operating Systems
1 16 (29.63%) Linux
2 5 (9.26%) Red Hat Enterprise Linux
3 4 (7.41%) Windows
4 3 (5.56%) Unix
Processes & Methodologies
1 34 (62.96%) Agile Software Development
2 19 (35.19%) Software Engineering
3 14 (25.93%) Scrum
3 14 (25.93%) TDD
4 13 (24.07%) BDD
5 11 (20.37%) Kanban
5 11 (20.37%) Software Testing
5 11 (20.37%) Test Automation
6 10 (18.52%) Continuous Integration
6 10 (18.52%) DSDM
6 10 (18.52%) Open Source
7 9 (16.67%) DevOps
7 9 (16.67%) Web Development
8 8 (14.81%) Mentoring
9 7 (12.96%) Problem-Solving
10 6 (11.11%) Analytics
11 5 (9.26%) Collaborative Working
11 5 (9.26%) Data Science
11 5 (9.26%) Data Visualisation
11 5 (9.26%) Visualisation
Programming Languages
1 32 (59.26%) Java
2 27 (50.00%) PHP
3 26 (48.15%) C#
4 17 (31.48%) C++
4 17 (31.48%) Ruby
5 14 (25.93%) C
6 11 (20.37%) SQL
7 10 (18.52%) Scala
8 6 (11.11%) R
9 5 (9.26%) JavaScript
10 4 (7.41%) Bash Shell
11 3 (5.56%) Embedded C++
12 2 (3.70%) Perl
13 1 (1.85%) ES6
13 1 (1.85%) Groovy
13 1 (1.85%) MATLAB
13 1 (1.85%) PL/SQL
13 1 (1.85%) Shell Script
Qualifications
1 10 (18.52%) SC Cleared
1 10 (18.52%) Security Cleared
2 5 (9.26%) Degree
Quality Assurance & Compliance
1 7 (12.96%) QA
2 1 (1.85%) GCP
System Software
1 10 (18.52%) Docker
2 1 (1.85%) LXC
Systems Management
1 5 (9.26%) Graphite
1 5 (9.26%) Nagios
1 5 (9.26%) Opscode Chef
2 2 (3.70%) Kubernetes
3 1 (1.85%) Ansible
3 1 (1.85%) HP ALM
3 1 (1.85%) Puppet
3 1 (1.85%) Terraform
Vendors
1 3 (5.56%) Google
1 3 (5.56%) Salesforce.com
1 3 (5.56%) Tableau
2 2 (3.70%) Microsoft
3 1 (1.85%) HP
3 1 (1.85%) SaltStack