The table below looks at the statistics for Python skills in IT jobs advertised for the Birmingham region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Python
Rank 116 89 103
Rank change year-on-year
-27 +14
Permanent jobs citing Python 31 48 20
As % of all permanent IT jobs located in Birmingham 1.33% 2.34% 1.04%
As % of the Programming Languages category 3.87% 5.46% 2.67%
Number of salaries quoted 27 41 10
Median salary £37,500 £45,000 £41,500
Median salary % change year-on-year
-16.66% +8.43%
90% offered a salary of more than £23,300 £32,500 £29,400
10% offered a salary of more than £63,500 £65,000 £50,000
UK excluding London median salary £47,500 £42,500 £40,000
% change year-on-year
+11.76% +6.25%
Python
West Midlands

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Birmingham region.

Programming Languages Category
Birmingham
Permanent IT job ads with a match in the
Programming Languages category
801 879 748
As % of all permanent IT jobs located in Birmingham 34.47% 42.88% 38.98%
Number of salaries quoted 658 779 665
Median salary £37,500 £40,000 £37,500
Median salary % change year-on-year
-6.25% +6.66%
90% offered a salary of more than £23,500 £28,758 £26,000
10% offered a salary of more than £57,300 £52,500 £55,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

Python
Jobs Demand Trend in Birmingham

The demand trend of job ads across the Birmingham region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Birmingham

Python
Salary Trend in Birmingham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python across the Birmingham region.

Python Salary Trend in Birmingham

Python
Salary Histogram in Birmingham

This chart provides a salary histogram for IT jobs citing Python across the Birmingham region over the 3 months to 26 July 2016.

Python Salary Histogram in Birmingham

Python
Top 30 Related IT Skills in Birmingham

For the 6 months to 26 July 2016, 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 Birmingham region with a requirement for Python.

1 24 (46.15%) Java
2 19 (36.54%) SQL
3 17 (32.69%) Finance
4 16 (30.77%) Open Source
5 14 (26.92%) Agile Software Development
5 14 (26.92%) HTML
6 13 (25.00%) JavaScript
6 13 (25.00%) CSS
6 13 (25.00%) Degree
7 12 (23.08%) C#
7 12 (23.08%) C++
8 11 (21.15%) Analytics
9 10 (19.23%) R
9 10 (19.23%) Ruby
9 10 (19.23%) .NET
9 10 (19.23%) PHP
9 10 (19.23%) Linux
10 9 (17.31%) Perl
10 9 (17.31%) Analytical Skills
11 8 (15.38%) Unix
11 8 (15.38%) Windows
11 8 (15.38%) SAS
12 7 (13.46%) Software Engineering
12 7 (13.46%) SQL Server
12 7 (13.46%) Statistics
12 7 (13.46%) Computer Science
13 6 (11.54%) Scala
13 6 (11.54%) Team Foundation Server
13 6 (11.54%) Test Automation
13 6 (11.54%) Node.js

Python
Top Related IT Skills in Birmingham 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 8 (15.38%) SAS
2 5 (9.62%) Elasticsearch
3 4 (7.69%) Apache
4 3 (5.77%) Exchange Server 2007
4 3 (5.77%) MindAlign
4 3 (5.77%) MS Exchange
5 1 (1.92%) Apache Solr
5 1 (1.92%) IIS
5 1 (1.92%) nginx
5 1 (1.92%) OpenStack
Applications
1 3 (5.77%) MS Office
2 2 (3.85%) Blender
3 1 (1.92%) MS Excel
Business Applications
1 1 (1.92%) Dynamics AX
1 1 (1.92%) Salesforce.com CRM
Cloud Services
1 6 (11.54%) GitHub
2 4 (7.69%) Amazon AWS
3 3 (5.77%) Google Cloud Platform
4 1 (1.92%) AWS CloudFormation
4 1 (1.92%) Microsoft Azure
4 1 (1.92%) SaaS
Communications & Networking
1 4 (7.69%) Firewall
1 4 (7.69%) Internet
2 3 (5.77%) IMAP
2 3 (5.77%) LDAP
2 3 (5.77%) OpenLDAP
2 3 (5.77%) S/MIME
2 3 (5.77%) SMTP
2 3 (5.77%) SSL
2 3 (5.77%) TCP/IP
3 2 (3.85%) Cisco ASA
3 2 (3.85%) LAN
3 2 (3.85%) Network Security
3 2 (3.85%) WAN
4 1 (1.92%) DNS
4 1 (1.92%) HTTP
4 1 (1.92%) NAS
4 1 (1.92%) SAN
4 1 (1.92%) VPN
Database & Business Intelligence
1 7 (13.46%) SQL Server
2 5 (9.62%) QlikView
2 5 (9.62%) Spotfire
3 4 (7.69%) PostgreSQL
4 3 (5.77%) Data Warehouse
5 2 (3.85%) MySQL
6 1 (1.92%) Big Data
6 1 (1.92%) Couchbase
6 1 (1.92%) MongoDB
6 1 (1.92%) NoSQL
6 1 (1.92%) Redis
6 1 (1.92%) Riak
Development Applications
1 6 (11.54%) Team Foundation Server
2 5 (9.62%) JUnit
2 5 (9.62%) Ranorex
2 5 (9.62%) Selenium
2 5 (9.62%) SoapUI
3 3 (5.77%) Git (software)
4 2 (3.85%) Maven
5 1 (1.92%) Ant
5 1 (1.92%) Appium
5 1 (1.92%) Cucumber
5 1 (1.92%) Gatling
5 1 (1.92%) Jenkins
5 1 (1.92%) JMeter
5 1 (1.92%) Mercurial
5 1 (1.92%) NeoLoad
5 1 (1.92%) Subversion
5 1 (1.92%) WebLOAD
General
1 17 (32.69%) Finance
2 6 (11.54%) Games
3 4 (7.69%) Financial Institution
3 4 (7.69%) Retail
4 3 (5.77%) Banking
4 3 (5.77%) Investment Banking
4 3 (5.77%) Retail Banking
5 1 (1.92%) Publishing
Job Titles
1 21 (40.38%) Developer
2 11 (21.15%) Consultant
3 8 (15.38%) Analyst
3 8 (15.38%) Junior
3 8 (15.38%) Junior Developer
4 6 (11.54%) Test Consultant
5 5 (9.62%) Software Developer
5 5 (9.62%) Test Automation Consultant
6 4 (7.69%) Data Consultant
6 4 (7.69%) Junior Software Developer
6 4 (7.69%) Senior Consultant
6 4 (7.69%) Senior Developer
7 3 (5.77%) Data Scientist
7 3 (5.77%) Graduate
7 3 (5.77%) PHP Developer
7 3 (5.77%) Security Analyst
7 3 (5.77%) Service Desk Specialist
8 2 (3.85%) Cloud Engineer
8 2 (3.85%) DevOps Engineer
8 2 (3.85%) IT Analyst
Libraries, Frameworks & Software Standards
1 14 (26.92%) HTML
2 13 (25.00%) CSS
3 10 (19.23%) .NET
4 6 (11.54%) Node.js
5 5 (9.62%) AngularJS
5 5 (9.62%) Spring MVC
6 4 (7.69%) .NET Framework
6 4 (7.69%) Hibernate
7 3 (5.77%) Ember.js
7 3 (5.77%) LAPP Stack
7 3 (5.77%) Memcached
7 3 (5.77%) React
7 3 (5.77%) Spring
7 3 (5.77%) Spring Boot
8 2 (3.85%) CSS3
8 2 (3.85%) Express
8 2 (3.85%) HTML5
8 2 (3.85%) Regular Expression
8 2 (3.85%) REST
8 2 (3.85%) WebGL
Miscellaneous
1 9 (17.31%) Analytical Skills
2 7 (13.46%) Computer Science
2 7 (13.46%) Statistics
3 5 (9.62%) Management Information System
3 5 (9.62%) Visualisation
4 4 (7.69%) Artificial Intelligence
5 3 (5.77%) Mathematics
5 3 (5.77%) Physics
5 3 (5.77%) PKI
6 2 (3.85%) Oculus Rift
7 1 (1.92%) Client/Server
7 1 (1.92%) Credit Risk
7 1 (1.92%) Data Centre
7 1 (1.92%) Data Structures
7 1 (1.92%) Derivative
7 1 (1.92%) Enterprise Software
7 1 (1.92%) Internet of Things
7 1 (1.92%) Security Operations Centre
Operating Systems
1 10 (19.23%) Linux
2 8 (15.38%) Unix
2 8 (15.38%) Windows
3 4 (7.69%) Android
4 3 (5.77%) CentOS
4 3 (5.77%) Solaris
4 3 (5.77%) SUSE
5 2 (3.85%) Apple iOS
Processes & Methodologies
1 16 (30.77%) Open Source
2 14 (26.92%) Agile Software Development
3 11 (21.15%) Analytics
4 7 (13.46%) Software Engineering
5 6 (11.54%) Case Management
5 6 (11.54%) Test Automation
6 5 (9.62%) Business Intelligence
6 5 (9.62%) Data Visualisation
6 5 (9.62%) ITIL
6 5 (9.62%) Mentoring
6 5 (9.62%) Problem Management
7 4 (7.69%) Actionable Insight
7 4 (7.69%) Data Analysis
7 4 (7.69%) Data Protection
7 4 (7.69%) SIEM
7 4 (7.69%) Software Testing
8 3 (5.77%) Coaching
8 3 (5.77%) Internal Audit
8 3 (5.77%) Linear Regression
8 3 (5.77%) Wealth Management
Programming Languages
1 24 (46.15%) Java
2 19 (36.54%) SQL
3 13 (25.00%) JavaScript
4 12 (23.08%) C#
4 12 (23.08%) C++
5 10 (19.23%) PHP
5 10 (19.23%) R
5 10 (19.23%) Ruby
6 9 (17.31%) Perl
7 6 (11.54%) Scala
8 4 (7.69%) Bash Shell
9 3 (5.77%) Go
9 3 (5.77%) PowerShell
10 2 (3.85%) Objective-C
10 2 (3.85%) VB
11 1 (1.92%) C
11 1 (1.92%) Groovy
11 1 (1.92%) PHP 5
11 1 (1.92%) T-SQL
11 1 (1.92%) VB.NET
Qualifications
1 13 (25.00%) Degree
2 2 (3.85%) CCNA
2 2 (3.85%) Cisco Certification
2 2 (3.85%) SC Cleared
2 2 (3.85%) Security Cleared
3 1 (1.92%) AWS Certification
3 1 (1.92%) MCSA
3 1 (1.92%) Microsoft Certification
3 1 (1.92%) Sun Certification
3 1 (1.92%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 2 (3.85%) QA
System Software
1 5 (9.62%) Docker
2 3 (5.77%) Sendmail
3 2 (3.85%) Active Directory
3 2 (3.85%) Snort
4 1 (1.92%) Firmware
4 1 (1.92%) VMware Infrastructure
Systems Management
1 3 (5.77%) Kubernetes
1 3 (5.77%) Puppet
2 2 (3.85%) Nessus
2 2 (3.85%) Nexpose
2 2 (3.85%) Opscode Chef
2 2 (3.85%) Proventia
2 2 (3.85%) QRadar
2 2 (3.85%) Terraform
3 1 (1.92%) Ansible
3 1 (1.92%) rkt
Vendors
1 5 (9.62%) Cisco
2 4 (7.69%) Microsoft
3 3 (5.77%) Google
3 3 (5.77%) Proofpoint
4 2 (3.85%) CheckPoint
4 2 (3.85%) Citrix
4 2 (3.85%) F5
4 2 (3.85%) Intel Security
4 2 (3.85%) Juniper
4 2 (3.85%) ScanSafe
4 2 (3.85%) Tableau
4 2 (3.85%) TIBCO
4 2 (3.85%) Zend
5 1 (1.92%) Salesforce.com
5 1 (1.92%) ServiceNow
5 1 (1.92%) SOASTA, Inc
5 1 (1.92%) SolarWinds
5 1 (1.92%) Splunk
5 1 (1.92%) VMware
Birmingham, West Midlands (County)
Insolvency Service
Salary: £31,559 - £37,871 plus excellent benefits
Posted: 19 days ago
Birmingham, West Midlands (County)
Insolvency Service
Salary: £40,249 to £45,280 plus excellent benefits
Posted: 19 days ago
Birmingham, West Midlands (County)
Insolvency Service
Salary: £20,895 to £25,074 plus excellent benefits
Posted: 19 days ago