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 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Python
Yorkshire > South Yorkshire
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 17 22 62
Rank change year-on-year +5 +40  
Permanent jobs citing Python 83 51 30
As % of all permanent IT jobs advertised in South Yorkshire 11.66% 7.81% 3.16%
As % of the Programming Languages category 19.67% 14.83% 5.49%
Number of salaries quoted 83 38 30
South Yorkshire median annual salary £57,500 £37,500 £32,500
Median salary % change year-on-year +53.33% +15.38%  
10th Percentile £31,000 £22,000 £22,250
90th Percentile £62,500 £53,000 £43,500
Yorkshire median annual salary £50,000 £40,000 £41,000
% change year-on-year +25.00% -2.43%  

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in South Yorkshire with a requirement for programming language skills.

Programming Language Skills
South Yorkshire
Permanent job vacancies with a requirement for programming language skills 422 344 546
As % of all permanent IT job vacancies advertised in South Yorkshire 59.27% 52.68% 57.53%
Number of salaries quoted 1161 692 1181
South Yorkshire median annual salary £42,500 £37,500 £36,000
Median salary % change year-on-year +13.33% +4.16%  
10th Percentile £27,750 £26,750 £22,000
90th Percentile £62,500 £50,000 £53,000
Yorkshire median annual salary £42,500 £40,000 £39,500
% change year-on-year +6.25% +1.26%  

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 3 months to 29 June 2017.

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 3 months to 29 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield +12 68 £60,000 +60.00% 6
Rotherham - 2 £30,000 - 1
Python
Yorkshire

For the 6 months to 29 June 2017, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South Yorkshire region with a requirement for Python.

1 120 (78.43%) Java
2 108 (70.59%) JavaScript
3 106 (69.28%) HTML
4 98 (64.05%) Agile Software Development
5 87 (56.86%) SQL
6 82 (53.59%) Oracle
6 82 (53.59%) CSS
7 74 (48.37%) Ruby
8 66 (43.14%) Scala
9 54 (35.29%) Software Engineering
10 49 (32.03%) Linux
10 49 (32.03%) Scrum
11 48 (31.37%) Go
12 41 (26.80%) Git (software)
13 39 (25.49%) OO
14 38 (24.84%) Test Automation
15 33 (21.57%) C++
16 32 (20.92%) Web Development
17 31 (20.26%) PL/SQL
17 31 (20.26%) Oracle Forms
17 31 (20.26%) Oracle Reports
18 29 (18.95%) PHP
18 29 (18.95%) Subversion
19 28 (18.30%) Degree
19 28 (18.30%) RUP
19 28 (18.30%) DSDM
19 28 (18.30%) Web Services
20 27 (17.65%) DevOps
21 26 (16.99%) Amazon AWS
21 26 (16.99%) Windows

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 19 (12.42%) CloudStack
1 19 (12.42%) OpenStack
2 5 (3.27%) Apache Solr
2 5 (3.27%) Apache Spark
2 5 (3.27%) Elasticsearch
2 5 (3.27%) JBoss
2 5 (3.27%) WebSphere
3 2 (1.31%) WebLogic
Cloud Services
1 26 (16.99%) Amazon AWS
2 2 (1.31%) Microsoft Azure
2 2 (1.31%) PaaS
Communications & Networking
1 23 (15.03%) Ethernet
2 2 (1.31%) Firewall
3 1 (0.65%) Internet
3 1 (0.65%) SSH
Database & Business Intelligence
1 31 (20.26%) Oracle Reports
2 17 (11.11%) MySQL
3 9 (5.88%) MongoDB
3 9 (5.88%) NoSQL
4 8 (5.23%) Big Data
5 7 (4.58%) Hadoop
6 5 (3.27%) Apache Cassandra
6 5 (3.27%) Couchbase
6 5 (3.27%) Redis
6 5 (3.27%) Riak
7 3 (1.96%) Data Mining
8 2 (1.31%) PostgreSQL
8 2 (1.31%) SQL Server
9 1 (0.65%) RavenDB
9 1 (0.65%) Spotfire
9 1 (0.65%) SQL Server 2016
Development Applications
1 41 (26.80%) Git (software)
2 31 (20.26%) Oracle Forms
3 29 (18.95%) Subversion
4 23 (15.03%) Android Studio
4 23 (15.03%) Eclipse
4 23 (15.03%) JIRA
4 23 (15.03%) Visual Studio
5 8 (5.23%) Jenkins
6 4 (2.61%) Jasmine
6 4 (2.61%) Mercurial
7 3 (1.96%) Ant
7 3 (1.96%) Maven
8 2 (1.31%) Cucumber
8 2 (1.31%) Selenium
8 2 (1.31%) SoapUI
8 2 (1.31%) SpecFlow
8 2 (1.31%) TeamCity
8 2 (1.31%) WebDriver
9 1 (0.65%) GoCD
9 1 (0.65%) Vagrant
General
1 7 (4.58%) Finance
2 3 (1.96%) Banking
2 3 (1.96%) Legal
3 2 (1.31%) Advertising
3 2 (1.31%) Games
3 2 (1.31%) Marketing
3 2 (1.31%) Retail
3 2 (1.31%) Telecoms
4 1 (0.65%) Automotive
Job Titles
1 92 (60.13%) Developer
2 50 (32.68%) Software Developer
3 31 (20.26%) Software Engineer
4 25 (16.34%) Java Developer
5 24 (15.69%) Python Developer
5 24 (15.69%) Web Developer
6 23 (15.03%) Embedded Engineer
6 23 (15.03%) Embedded Software Engineer
7 20 (13.07%) DevOps Engineer
8 17 (11.11%) Platform Engineer
9 15 (9.80%) Java Scala Developer
9 15 (9.80%) Oracle Developer
9 15 (9.80%) Scala Developer
10 14 (9.15%) Lead Software Engineer
11 10 (6.54%) JavaScript Developer
12 6 (3.92%) Data Scientist
12 6 (3.92%) PHP Developer
12 6 (3.92%) PHP Web Developer
12 6 (3.92%) Python Web Developer
13 4 (2.61%) SQL Developer
Libraries, Frameworks & Software Standards
1 106 (69.28%) HTML
2 82 (53.59%) CSS
3 28 (18.30%) Web Services
4 25 (16.34%) RESTful
5 19 (12.42%) jQuery
6 13 (8.50%) Django
7 9 (5.88%) HTML5
8 8 (5.23%) .NET
8 8 (5.23%) AngularJS
8 8 (5.23%) CSS3
9 7 (4.58%) Node.js
10 6 (3.92%) Ajax
11 5 (3.27%) Elastic Stack
11 5 (3.27%) Lucene
11 5 (3.27%) Spring
11 5 (3.27%) Twitter Bootstrap
12 4 (2.61%) Backbone.js
12 4 (2.61%) Ember.js
12 4 (2.61%) KnockoutJS
12 4 (2.61%) React
Miscellaneous
1 24 (15.69%) Computer Science
2 7 (4.58%) Social Media
3 4 (2.61%) Algorithms
3 4 (2.61%) Analytical Skills
4 3 (1.96%) Fintech
4 3 (1.96%) Management Information System
5 2 (1.31%) User Experience
6 1 (0.65%) Industrial Internet of Things
6 1 (0.65%) Internet of Things
6 1 (0.65%) Mobile App
6 1 (0.65%) Private Cloud
6 1 (0.65%) Public Cloud
6 1 (0.65%) SCADA
Operating Systems
1 49 (32.03%) Linux
2 26 (16.99%) Windows
3 23 (15.03%) Android
3 23 (15.03%) Embedded Linux
3 23 (15.03%) Windows Embedded Compact
4 22 (14.38%) Unix
5 3 (1.96%) Solaris
6 2 (1.31%) Red Hat Enterprise Linux
7 1 (0.65%) CentOS
7 1 (0.65%) Debian
7 1 (0.65%) Ubuntu
Processes & Methodologies
1 98 (64.05%) Agile Software Development
2 54 (35.29%) Software Engineering
3 49 (32.03%) Scrum
4 39 (25.49%) OO
5 38 (24.84%) Test Automation
6 32 (20.92%) Web Development
7 28 (18.30%) DSDM
7 28 (18.30%) RUP
8 27 (17.65%) DevOps
9 26 (16.99%) Continuous Integration
10 25 (16.34%) SDLC
11 23 (15.03%) Waterfall
12 22 (14.38%) Configuration Management
13 19 (12.42%) Data Modelling
14 18 (11.76%) TDD
15 13 (8.50%) OOP
16 11 (7.19%) Kanban
17 10 (6.54%) BDD
18 8 (5.23%) Web Application Development
19 6 (3.92%) Web Design
Programming Languages
1 120 (78.43%) Java
2 108 (70.59%) JavaScript
3 87 (56.86%) SQL
4 74 (48.37%) Ruby
5 66 (43.14%) Scala
6 48 (31.37%) Go
7 33 (21.57%) C++
8 31 (20.26%) PL/SQL
9 29 (18.95%) PHP
10 26 (16.99%) C
11 24 (15.69%) Bash Shell
12 23 (15.03%) C#
13 19 (12.42%) Shell Script
14 6 (3.92%) R
15 2 (1.31%) Clojure
15 2 (1.31%) CoffeeScript
15 2 (1.31%) Perl
16 1 (0.65%) F#
16 1 (0.65%) MATLAB
16 1 (0.65%) PowerShell
Qualifications
1 28 (18.30%) Degree
2 19 (12.42%) Computer Science Degree
3 17 (11.11%) AWS Certification
4 16 (10.46%) Security Cleared
5 3 (1.96%) Numerate Degree
6 2 (1.31%) PhD
Quality Assurance & Compliance
1 9 (5.88%) QA
System Software
1 19 (12.42%) vSphere
1 19 (12.42%) Xen
1 19 (12.42%) XenServer
2 3 (1.96%) Docker
Systems Management
1 22 (14.38%) Opscode Chef
2 21 (13.73%) Puppet
3 19 (12.42%) Cobbler
3 19 (12.42%) Tivoli
4 5 (3.27%) Kibana
4 5 (3.27%) logstash
5 4 (2.61%) Ansible
6 3 (1.96%) Terraform
7 2 (1.31%) Graphite
7 2 (1.31%) Salt
Vendors
1 82 (53.59%) Oracle
2 19 (12.42%) EnterpriseDB
3 3 (1.96%) Red Hat
4 2 (1.31%) Microsoft
4 2 (1.31%) Splunk
5 1 (0.65%) Tableau
Sheffield, South Yorkshire
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Salary: From £40,000 to £50,000 per annum
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