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 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Python
Rank 125 94 104
Rank change year-on-year
-31 +10
Permanent jobs citing Python 18 41 18
As % of all permanent IT jobs located in Birmingham 0.76% 2.00% 0.95%
As % of the Programming Languages category 2.38% 4.68% 2.46%
Number of salaries quoted 16 31 11
Median salary £37,500 £45,000 £42,500
Median salary % change year-on-year
-16.66% +5.88%
90% offered a salary of more than £23,250 £32,500 £40,000
10% offered a salary of more than £81,250 £65,000 £52,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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
757 876 732
As % of all permanent IT jobs located in Birmingham 32.08% 42.79% 38.79%
Number of salaries quoted 625 778 658
Median salary £38,891 £40,000 £37,000
Median salary % change year-on-year
-2.77% +8.10%
90% offered a salary of more than £23,500 £27,000 £26,400
10% offered a salary of more than £56,500 £50,000 £55,000
UK excluding London median salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -

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 29 June 2016.

Python Salary Histogram in Birmingham

Python
Top 30 Related IT Skills in Birmingham

For the 6 months to 29 June 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 22 (44.90%) Java
2 17 (34.69%) Agile Software Development
3 15 (30.61%) Open Source
4 14 (28.57%) Analytical Skills
4 14 (28.57%) C++
5 13 (26.53%) .NET
5 13 (26.53%) Analytics
6 12 (24.49%) Software Engineering
7 11 (22.45%) SQL
8 10 (20.41%) Ruby
8 10 (20.41%) Games
8 10 (20.41%) Test Automation
8 10 (20.41%) Scala
8 10 (20.41%) Degree
9 9 (18.37%) Selenium
9 9 (18.37%) SoapUI
9 9 (18.37%) R
9 9 (18.37%) Ranorex
9 9 (18.37%) Finance
9 9 (18.37%) JavaScript
9 9 (18.37%) C#
9 9 (18.37%) JUnit
9 9 (18.37%) PHP
10 8 (16.33%) Linux
10 8 (16.33%) Data Visualisation
10 8 (16.33%) Visualisation
10 8 (16.33%) .NET Framework
11 7 (14.29%) Node.js
11 7 (14.29%) Unix
11 7 (14.29%) HTML

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 7 (14.29%) SAS
2 3 (6.12%) Elasticsearch
3 2 (4.08%) Apache
4 1 (2.04%) Apache Solr
4 1 (2.04%) Exchange Server 2007
4 1 (2.04%) IIS
4 1 (2.04%) MindAlign
4 1 (2.04%) MS Exchange
4 1 (2.04%) nginx
Applications
1 1 (2.04%) Blender
1 1 (2.04%) MS Excel
1 1 (2.04%) MS Office
Business Applications
1 1 (2.04%) Dynamics AX
1 1 (2.04%) Salesforce.com CRM
Cloud Services
1 3 (6.12%) GitHub
2 1 (2.04%) Amazon AWS
2 1 (2.04%) Google Cloud Platform
2 1 (2.04%) SaaS
Communications & Networking
1 4 (8.16%) Firewall
2 2 (4.08%) Cisco ASA
2 2 (4.08%) LAN
2 2 (4.08%) Network Security
2 2 (4.08%) WAN
3 1 (2.04%) DNS
3 1 (2.04%) HTTP
3 1 (2.04%) IMAP
3 1 (2.04%) Internet
3 1 (2.04%) Intrusion Detection
3 1 (2.04%) LDAP
3 1 (2.04%) OpenLDAP
3 1 (2.04%) S/MIME
3 1 (2.04%) SMTP
3 1 (2.04%) SSL
3 1 (2.04%) TCP/IP
3 1 (2.04%) VPN
Database & Business Intelligence
1 5 (10.20%) QlikView
1 5 (10.20%) Spotfire
2 3 (6.12%) Big Data
2 3 (6.12%) Data Warehouse
2 3 (6.12%) HAWQ
2 3 (6.12%) MongoDB
2 3 (6.12%) Neo4j
2 3 (6.12%) Pentaho
3 1 (2.04%) Couchbase
3 1 (2.04%) MySQL
3 1 (2.04%) PostgreSQL
3 1 (2.04%) Redis
3 1 (2.04%) SQL Server
Development Applications
1 9 (18.37%) JUnit
1 9 (18.37%) Ranorex
1 9 (18.37%) Selenium
1 9 (18.37%) SoapUI
2 4 (8.16%) Jenkins
3 3 (6.12%) Talend Open Studio
4 2 (4.08%) Git (software)
5 1 (2.04%) Ant
5 1 (2.04%) Appium
5 1 (2.04%) Cucumber
5 1 (2.04%) Gatling
5 1 (2.04%) JMeter
5 1 (2.04%) Maven
5 1 (2.04%) Mercurial
5 1 (2.04%) NeoLoad
5 1 (2.04%) Subversion
5 1 (2.04%) WebLOAD
General
1 10 (20.41%) Games
2 9 (18.37%) Finance
3 3 (6.12%) Financial Institution
4 2 (4.08%) Retail
5 1 (2.04%) Banking
5 1 (2.04%) Investment Banking
5 1 (2.04%) Publishing
5 1 (2.04%) Retail Banking
Job Titles
1 17 (34.69%) Consultant
2 16 (32.65%) Developer
3 12 (24.49%) Analyst
4 10 (20.41%) Test Consultant
5 9 (18.37%) Test Automation Consultant
6 7 (14.29%) Software Developer
7 6 (12.24%) Data Consultant
7 6 (12.24%) Data Scientist
7 6 (12.24%) Junior
7 6 (12.24%) Junior Developer
8 5 (10.20%) Junior Software Developer
9 4 (8.16%) Principal Consultant
9 4 (8.16%) Security Analyst
10 3 (6.12%) Big Data Analyst
10 3 (6.12%) Big Data Consultant
10 3 (6.12%) Business Analyst
10 3 (6.12%) Business Consultant
10 3 (6.12%) Data Analyst
10 3 (6.12%) Graduate
10 3 (6.12%) Senior Consultant
Libraries, Frameworks & Software Standards
1 13 (26.53%) .NET
2 8 (16.33%) .NET Framework
3 7 (14.29%) HTML
3 7 (14.29%) Node.js
4 6 (12.24%) CSS
5 4 (8.16%) AngularJS
5 4 (8.16%) Spring MVC
6 3 (6.12%) Ember.js
6 3 (6.12%) Hibernate
6 3 (6.12%) Middleware
6 3 (6.12%) React
6 3 (6.12%) Spring
6 3 (6.12%) Spring Boot
6 3 (6.12%) Spring XD
6 3 (6.12%) XML
7 2 (4.08%) Express
7 2 (4.08%) J2EE
7 2 (4.08%) Regular Expression
7 2 (4.08%) REST
7 2 (4.08%) Symfony
Miscellaneous
1 14 (28.57%) Analytical Skills
2 8 (16.33%) Visualisation
3 6 (12.24%) Statistics
4 5 (10.20%) Artificial Intelligence
4 5 (10.20%) Mathematics
5 4 (8.16%) Management Information System
6 3 (6.12%) Computer Science
6 3 (6.12%) Derivative
7 2 (4.08%) Physics
8 1 (2.04%) Client/Server
8 1 (2.04%) Cyberthreat
8 1 (2.04%) Data Structures
8 1 (2.04%) Enterprise Software
8 1 (2.04%) Oculus Rift
8 1 (2.04%) PKI
8 1 (2.04%) Security Operations Centre
Operating Systems
1 8 (16.33%) Linux
2 7 (14.29%) Unix
3 6 (12.24%) Windows
4 3 (6.12%) Android
5 2 (4.08%) Apple iOS
6 1 (2.04%) CentOS
6 1 (2.04%) Solaris
6 1 (2.04%) SUSE
Processes & Methodologies
1 17 (34.69%) Agile Software Development
2 15 (30.61%) Open Source
3 13 (26.53%) Analytics
4 12 (24.49%) Software Engineering
5 10 (20.41%) Test Automation
6 8 (16.33%) Data Visualisation
7 6 (12.24%) Software Testing
8 5 (10.20%) Business Intelligence
8 5 (10.20%) Data Protection
8 5 (10.20%) SIEM
9 4 (8.16%) Cybersecurity
9 4 (8.16%) DevOps
9 4 (8.16%) Mentoring
9 4 (8.16%) Stakeholder Management
10 3 (6.12%) Big Data Analytics
10 3 (6.12%) Continuous Integration
10 3 (6.12%) Data Analytics
10 3 (6.12%) MVC
10 3 (6.12%) Predictive Modelling
10 3 (6.12%) Problem Management
Programming Languages
1 22 (44.90%) Java
2 14 (28.57%) C++
3 11 (22.45%) SQL
4 10 (20.41%) Ruby
4 10 (20.41%) Scala
5 9 (18.37%) C#
5 9 (18.37%) JavaScript
5 9 (18.37%) PHP
5 9 (18.37%) R
6 5 (10.20%) Perl
7 3 (6.12%) Bash Shell
8 2 (4.08%) C
8 2 (4.08%) Objective-C
8 2 (4.08%) PowerShell
8 2 (4.08%) VB
9 1 (2.04%) Go
9 1 (2.04%) Groovy
9 1 (2.04%) T-SQL
9 1 (2.04%) VB.NET
Qualifications
1 10 (20.41%) Degree
2 3 (6.12%) PhD
3 2 (4.08%) SC Cleared
3 2 (4.08%) Security Cleared
4 1 (2.04%) CCNA
4 1 (2.04%) Cisco Certification
4 1 (2.04%) CISSP
4 1 (2.04%) GCIA
4 1 (2.04%) GCIH
4 1 (2.04%) SANS
Quality Assurance & Compliance
1 2 (4.08%) QA
System Software
1 2 (4.08%) Active Directory
1 2 (4.08%) Docker
1 2 (4.08%) Snort
2 1 (2.04%) Sendmail
Systems Management
1 5 (10.20%) Puppet
2 2 (4.08%) Nessus
2 2 (4.08%) Nexpose
2 2 (4.08%) Proventia
2 2 (4.08%) QRadar
3 1 (2.04%) Ansible
3 1 (2.04%) Kubernetes
3 1 (2.04%) Opscode Chef
3 1 (2.04%) rkt
3 1 (2.04%) Terraform
Vendors
1 4 (8.16%) Cisco
2 3 (6.12%) Cloudera
2 3 (6.12%) Greenplum
2 3 (6.12%) Hortonworks
2 3 (6.12%) MuleSoft
2 3 (6.12%) Talend
3 2 (4.08%) CheckPoint
3 2 (4.08%) Citrix
3 2 (4.08%) F5
3 2 (4.08%) Intel Security
3 2 (4.08%) Juniper
3 2 (4.08%) ScanSafe
3 2 (4.08%) Tableau
3 2 (4.08%) TIBCO
3 2 (4.08%) Zend
4 1 (2.04%) Google
4 1 (2.04%) Microsoft
4 1 (2.04%) Salesforce.com
4 1 (2.04%) SOASTA, Inc
4 1 (2.04%) Splunk
Birmingham, West Midlands (County)
Oscar
Salary: £25000 per annum
Posted: 5 days ago
Birmingham, West Midlands (County)
Senitor Associates
Salary: £21000 - £25000 per annum + Qualifications + Beneifts
Posted: 2 days ago
Birmingham, West Midlands (County)
HMRC
Salary: Competitive
Posted: 16 days ago