Period
to 16 August 2018

The following table provides summary statistics for permanent job vacancies advertised in South Yorkshire 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
Yorkshire > South Yorkshire
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 48 18 35
Rank change year-on-year -30 +17 +24
Permanent jobs citing Python 55 140 86
As % of all permanent IT jobs advertised in South Yorkshire 4.37% 10.47% 6.18%
As % of the Programming Languages category 7.87% 17.83% 12.29%
Number of salaries quoted 45 136 68
South Yorkshire median annual salary £50,000 £57,500 £37,500
Median salary % change year-on-year -13.04% +53.33% +10.29%
10th Percentile £36,250 £31,000 £22,000
90th Percentile £76,500 £63,125 £53,000
Yorkshire median annual salary £50,000 £50,000 £42,500
% change year-on-year - +17.65% +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 South Yorkshire with a requirement for coding skills.

All Programming Languages
South Yorkshire
Permanent vacancies with a requirement for coding skills 699 785 700
As % of all permanent IT jobs advertised in South Yorkshire 55.56% 58.71% 50.29%
Number of salaries quoted 585 680 597
South Yorkshire median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +7.14%
10th Percentile £25,600 £27,000 £26,250
90th Percentile £57,500 £62,500 £52,700
Yorkshire median annual salary £42,500 £41,000 £40,000
% change year-on-year +3.66% +2.50% -

Python
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Python in South Yorkshire

Python
Salary Trend in South Yorkshire

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

Salary trend for Python in South Yorkshire

Python
Salary Histogram in South Yorkshire

The salary distribution of IT jobs citing Python in South Yorkshire over the 6 months to 16 August 2018.

Salary histogram for Python in South Yorkshire

Python
Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the South Yorkshire region over the 6 months to 16 August 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield -22 48 £50,000 -16.67% 21
Doncaster - 7 - -
Python
Yorkshire

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 South Yorkshire region with a requirement for Python.

1 23 (41.82%) Linux
2 22 (40.00%) Java
3 20 (36.36%) Git (software)
4 19 (34.55%) Puppet
4 19 (34.55%) DevOps
5 18 (32.73%) Agile Software Development
5 18 (32.73%) Ruby
6 17 (30.91%) Bash Shell
7 16 (29.09%) Docker
7 16 (29.09%) Degree
7 16 (29.09%) Finance
8 15 (27.27%) Software Engineering
8 15 (27.27%) C#
8 15 (27.27%) Perl
9 14 (25.45%) Apache
9 14 (25.45%) Tomcat
10 13 (23.64%) TDD
10 13 (23.64%) Ansible
11 12 (21.82%) Kubernetes
11 12 (21.82%) Amazon AWS
11 12 (21.82%) SQL
11 12 (21.82%) Configuration Management
12 11 (20.00%) Nagios
12 11 (20.00%) Retail
13 10 (18.18%) Red Hat Enterprise Linux
13 10 (18.18%) PHP
14 9 (16.36%) JavaScript
14 9 (16.36%) Oracle
14 9 (16.36%) Shell Script
14 9 (16.36%) Red Hat

Python
Co-occurring IT Skills in South Yorkshire 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 14 (25.45%) Apache
1 14 (25.45%) Tomcat
2 7 (12.73%) CloudStack
2 7 (12.73%) JBoss
2 7 (12.73%) SAS
3 3 (5.45%) Apache Spark
3 3 (5.45%) IIS
4 2 (3.64%) Confluence
5 1 (1.82%) Apache Pig
5 1 (1.82%) CMS
5 1 (1.82%) Elasticsearch
Applications
1 2 (3.64%) Microsoft Excel
1 2 (3.64%) Microsoft PowerPoint
Cloud Services
1 12 (21.82%) Amazon AWS
2 8 (14.55%) IaaS
2 8 (14.55%) Microsoft Azure
3 4 (7.27%) AWS CloudFormation
3 4 (7.27%) Google Cloud Platform
3 4 (7.27%) SaaS
4 3 (5.45%) AWS Lambda
4 3 (5.45%) Serverless
5 1 (1.82%) GitHub
5 1 (1.82%) Google App Engine
5 1 (1.82%) PaaS
Communications & Networking
1 8 (14.55%) HTTP
2 3 (5.45%) Firewall
3 2 (3.64%) TCP/IP
4 1 (1.82%) Intrusion Detection
4 1 (1.82%) Modbus
4 1 (1.82%) VPN
Database & Business Intelligence
1 9 (16.36%) NoSQL
2 7 (12.73%) Hadoop
2 7 (12.73%) Oracle Database
3 4 (7.27%) SQL Server
4 2 (3.64%) Apache Hive
4 2 (3.64%) MongoDB
4 2 (3.64%) MySQL
4 2 (3.64%) Power BI
4 2 (3.64%) QlikView
4 2 (3.64%) Relational Database
4 2 (3.64%) Spotfire
5 1 (1.82%) Big Data
5 1 (1.82%) Data Mining
5 1 (1.82%) DB2
5 1 (1.82%) Impala
5 1 (1.82%) RDBMS
5 1 (1.82%) SAS EBI
5 1 (1.82%) SAS Visual Analytics
Development Applications
1 20 (36.36%) Git (software)
2 7 (12.73%) GitLab
2 7 (12.73%) Jenkins
3 5 (9.09%) Selenium
3 5 (9.09%) Sonatype Nexus
4 4 (7.27%) JIRA
4 4 (7.27%) NUnit
5 3 (5.45%) Bitbucket
5 3 (5.45%) SonarQube
5 3 (5.45%) Vagrant
6 2 (3.64%) Atlassian Bamboo
6 2 (3.64%) Subversion
7 1 (1.82%) Ant
7 1 (1.82%) Bugzilla
7 1 (1.82%) HP UFT
7 1 (1.82%) JMeter
7 1 (1.82%) Maven
7 1 (1.82%) Mercurial
7 1 (1.82%) Team Foundation Server
7 1 (1.82%) TeamCity
General
1 16 (29.09%) Finance
2 11 (20.00%) Retail
3 5 (9.09%) Games
4 2 (3.64%) Electronics
4 2 (3.64%) Marketing
5 1 (1.82%) Advertising
5 1 (1.82%) Manufacturing
Job Titles
1 15 (27.27%) DevOps Engineer
2 12 (21.82%) Developer
3 11 (20.00%) Cloud Engineer
4 7 (12.73%) Administrator
4 7 (12.73%) Java Developer
4 7 (12.73%) Linux Administrator
4 7 (12.73%) Linux Systems Administrator
4 7 (12.73%) Systems Administrator
5 5 (9.09%) AWS Engineer
6 4 (7.27%) Architect
6 4 (7.27%) AWS DevOps
6 4 (7.27%) AWS DevOps Engineer
7 3 (5.45%) Data Scientist
7 3 (5.45%) Linux Engineer
7 3 (5.45%) Software Developer
7 3 (5.45%) Software Engineer
8 2 (3.64%) Cloud Architect
8 2 (3.64%) Cloud Consultant
8 2 (3.64%) DevOps Architect
8 2 (3.64%) DevOps Consultant
Libraries, Frameworks & Software Standards
1 7 (12.73%) .NET
1 7 (12.73%) React
1 7 (12.73%) Spring
2 6 (10.91%) Hibernate
3 4 (7.27%) Web Services
4 3 (5.45%) Node.js
5 2 (3.64%) D3.js
5 2 (3.64%) Django
5 2 (3.64%) HTML
5 2 (3.64%) React Native
6 1 (1.82%) CSS
6 1 (1.82%) Flash
6 1 (1.82%) HTML5
6 1 (1.82%) Java EE
6 1 (1.82%) Java SE
6 1 (1.82%) JSON
6 1 (1.82%) Middleware
6 1 (1.82%) SOAP
6 1 (1.82%) TensorFlow
6 1 (1.82%) XML
Miscellaneous
1 8 (14.55%) Analytical Skills
2 7 (12.73%) Data Centre
2 7 (12.73%) Public Cloud
3 2 (3.64%) Management Information System
4 1 (1.82%) Algorithms
4 1 (1.82%) CAN bus
4 1 (1.82%) Computer Science
4 1 (1.82%) EPoS
4 1 (1.82%) Field-Programmable Gate Array
4 1 (1.82%) Hybrid Cloud
4 1 (1.82%) Linux Command Line
4 1 (1.82%) Self-Motivation
4 1 (1.82%) Semantic Web
Operating Systems
1 23 (41.82%) Linux
2 10 (18.18%) Red Hat Enterprise Linux
3 7 (12.73%) SUSE
4 6 (10.91%) Windows
5 5 (9.09%) Unix
6 3 (5.45%) Windows Server
7 2 (3.64%) Android
7 2 (3.64%) Apple iOS
8 1 (1.82%) CentOS
8 1 (1.82%) DC/OS
8 1 (1.82%) Ubuntu
Processes & Methodologies
1 19 (34.55%) DevOps
2 18 (32.73%) Agile Software Development
3 15 (27.27%) Software Engineering
4 13 (23.64%) TDD
5 12 (21.82%) Configuration Management
6 8 (14.55%) ITIL
7 7 (12.73%) Analytics
7 7 (12.73%) Data Science
7 7 (12.73%) Load Balancing
7 7 (12.73%) Security Patching
7 7 (12.73%) Server Building
7 7 (12.73%) Server Hardening
7 7 (12.73%) Software Delivery
8 6 (10.91%) Problem-Solving
8 6 (10.91%) SDLC
9 5 (9.09%) Statistics
10 4 (7.27%) BDD
10 4 (7.27%) Data Visualisation
10 4 (7.27%) Mathematics
10 4 (7.27%) Visualisation
Programming Languages
1 22 (40.00%) Java
2 18 (32.73%) Ruby
3 17 (30.91%) Bash Shell
4 15 (27.27%) C#
4 15 (27.27%) Perl
5 12 (21.82%) SQL
6 10 (18.18%) PHP
7 9 (16.36%) JavaScript
7 9 (16.36%) Shell Script
8 7 (12.73%) R
9 5 (9.09%) Go
9 5 (9.09%) TypeScript
10 4 (7.27%) ES6
10 4 (7.27%) PowerShell
11 3 (5.45%) C++
12 2 (3.64%) C
12 2 (3.64%) Groovy
12 2 (3.64%) Scala
13 1 (1.82%) Embedded C
13 1 (1.82%) Embedded C++
Qualifications
1 16 (29.09%) Degree
2 7 (12.73%) RHCE
2 7 (12.73%) RHCSA
3 4 (7.27%) AWS Certification
4 1 (1.82%) ITIL Foundation Certificate
4 1 (1.82%) OCA
4 1 (1.82%) OCAJ
4 1 (1.82%) Oracle Certification
4 1 (1.82%) SC Cleared
4 1 (1.82%) Security Cleared
Quality Assurance & Compliance
1 6 (10.91%) QA
2 1 (1.82%) GCP
2 1 (1.82%) JTAG
System Software
1 16 (29.09%) Docker
2 7 (12.73%) Gluster
2 7 (12.73%) GlusterFS
2 7 (12.73%) LXC
3 1 (1.82%) Firmware
Systems Management
1 19 (34.55%) Puppet
2 13 (23.64%) Ansible
3 12 (21.82%) Kubernetes
4 11 (20.00%) Nagios
5 8 (14.55%) Opscode Chef
6 7 (12.73%) vRealize
7 5 (9.09%) Terraform
8 3 (5.45%) Graphite
9 1 (1.82%) Ambari
9 1 (1.82%) Host Intrusion Detection System
9 1 (1.82%) HP ALM
9 1 (1.82%) Oracle Identity Manager
9 1 (1.82%) Xymon
9 1 (1.82%) ZABBIX
Vendors
1 9 (16.36%) Oracle
1 9 (16.36%) Red Hat
2 7 (12.73%) EMC
2 7 (12.73%) VMware
3 4 (7.27%) Tableau
4 3 (5.45%) Google
5 2 (3.64%) Microsoft
6 1 (1.82%) Atlassian
6 1 (1.82%) Centrify
6 1 (1.82%) CyberArk
6 1 (1.82%) Dynatrace
6 1 (1.82%) HP
6 1 (1.82%) Okta
6 1 (1.82%) Platfora
6 1 (1.82%) SaltStack
6 1 (1.82%) Veracode