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 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Python
Rank 71 97 118
Rank change year-on-year
+26 +21
Permanent jobs citing Python 70 34 24
As % of all permanent IT jobs located in Birmingham 3.12% 1.77% 1.09%
As % of the Programming Languages category 7.45% 4.09% 2.72%
Number of salaries quoted 64 26 19
Median salary £45,000 £27,500 £35,000
Median salary % change year-on-year
+63.63% -21.42%
90% offered a salary of more than £30,000 £23,500 £22,500
10% offered a salary of more than £75,000 £62,500 £38,800
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
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
940 832 881
As % of all permanent IT jobs located in Birmingham 41.83% 43.33% 40.19%
Number of salaries quoted 820 759 826
Median salary £41,000 £37,500 £37,500
Median salary % change year-on-year
+9.33% -
90% offered a salary of more than £27,500 £25,000 £25,000
10% offered a salary of more than £62,500 £52,500 £58,250
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 8 December 2016.

Python Salary Histogram in Birmingham

Python
Top 30 Related IT Skills in Birmingham

For the 6 months to 8 December 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 51 (42.50%) Linux
2 48 (40.00%) Java
3 42 (35.00%) Finance
4 40 (33.33%) Agile Software Development
5 36 (30.00%) Perl
6 35 (29.17%) JavaScript
7 34 (28.33%) Unix
8 32 (26.67%) Degree
9 31 (25.83%) Amazon AWS
10 30 (25.00%) DevOps
11 29 (24.17%) Puppet
11 29 (24.17%) Windows
11 29 (24.17%) SQL
12 27 (22.50%) C#
12 27 (22.50%) Bash Shell
12 27 (22.50%) Opscode Chef
13 26 (21.67%) Banking
14 25 (20.83%) Migration
14 25 (20.83%) AWS Certification
15 23 (19.17%) .NET
15 23 (19.17%) SaaS
16 21 (17.50%) HTML
16 21 (17.50%) CSS
17 18 (15.00%) Open Source
17 18 (15.00%) R
18 17 (14.17%) Retail
19 16 (13.33%) C++
20 15 (12.50%) Ruby
20 15 (12.50%) Continuous Integration
21 14 (11.67%) SQL Server

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 13 (10.83%) SAS
2 9 (7.50%) Elasticsearch
3 6 (5.00%) Apache
4 4 (3.33%) nginx
5 3 (2.50%) Apache Solr
5 3 (2.50%) Exchange Server 2007
5 3 (2.50%) MindAlign
5 3 (2.50%) MS Exchange
6 2 (1.67%) IIS
6 2 (1.67%) OpenStack
7 1 (0.83%) ArcGIS
Applications
1 3 (2.50%) Blender
1 3 (2.50%) MS Office
Business Applications
1 1 (0.83%) Infor SunSystems
Cloud Services
1 31 (25.83%) Amazon AWS
2 23 (19.17%) SaaS
3 14 (11.67%) GitHub
4 5 (4.17%) Google Cloud Platform
5 1 (0.83%) AWS CloudFormation
5 1 (0.83%) Microsoft Azure
Communications & Networking
1 5 (4.17%) Internet
2 3 (2.50%) IMAP
2 3 (2.50%) LDAP
2 3 (2.50%) OpenLDAP
2 3 (2.50%) S/MIME
2 3 (2.50%) SMTP
2 3 (2.50%) SSL
2 3 (2.50%) TCP/IP
3 2 (1.67%) DNS
3 2 (1.67%) Firewall
3 2 (1.67%) HTTP
4 1 (0.83%) DMZ
4 1 (0.83%) Intranet
4 1 (0.83%) NAS
4 1 (0.83%) Network Security
4 1 (0.83%) SAN
4 1 (0.83%) VLAN
4 1 (0.83%) VPN
Database & Business Intelligence
1 14 (11.67%) SQL Server
2 12 (10.00%) Big Data
3 7 (5.83%) MongoDB
4 6 (5.00%) NoSQL
5 4 (3.33%) MySQL
5 4 (3.33%) PostgreSQL
6 3 (2.50%) GIS
7 2 (1.67%) CouchDB
7 2 (1.67%) Redis
8 1 (0.83%) Riak
8 1 (0.83%) Spatial Data
Development Applications
1 14 (11.67%) Team Foundation Server
2 9 (7.50%) Git (software)
2 9 (7.50%) JIRA
2 9 (7.50%) Selenium
3 6 (5.00%) Robot Framework
4 3 (2.50%) Maven
5 2 (1.67%) Ant
5 2 (1.67%) Cucumber
5 2 (1.67%) Jenkins
5 2 (1.67%) Mercurial
5 2 (1.67%) Subversion
5 2 (1.67%) WebDriver
General
1 42 (35.00%) Finance
2 26 (21.67%) Banking
3 17 (14.17%) Retail
4 11 (9.17%) Telecoms
5 8 (6.67%) Marketing
6 4 (3.33%) Financial Institution
6 4 (3.33%) Investment Banking
6 4 (3.33%) Retail Banking
7 1 (0.83%) Advertising
Job Titles
1 40 (33.33%) Developer
2 25 (20.83%) AWS Engineer
3 19 (15.83%) Cloud Engineer
4 16 (13.33%) Consultant
4 16 (13.33%) DevOps Engineer
5 15 (12.50%) Junior
6 14 (11.67%) Junior Developer
7 13 (10.83%) Architect
8 12 (10.00%) AWS Consultant
8 12 (10.00%) AWS DevOps
8 12 (10.00%) Cloud Consultant
8 12 (10.00%) Implementation Consultant
8 12 (10.00%) Implementation Engineer
8 12 (10.00%) Linux DevOps Engineer
8 12 (10.00%) Linux Engineer
8 12 (10.00%) Linux/Unix DevOps
8 12 (10.00%) Support Consultant
8 12 (10.00%) Support Engineer
9 11 (9.17%) Data Scientist
10 10 (8.33%) Python Developer
Libraries, Frameworks & Software Standards
1 23 (19.17%) .NET
2 21 (17.50%) CSS
2 21 (17.50%) HTML
3 13 (10.83%) Node.js
4 9 (7.50%) AngularJS
5 7 (5.83%) ASP.NET
5 7 (5.83%) ASP.NET MVC
5 7 (5.83%) J2EE
5 7 (5.83%) Memcached
6 5 (4.17%) Express
6 5 (4.17%) MEAN Stack
7 4 (3.33%) Web Services
8 3 (2.50%) CSS3
8 3 (2.50%) Ext JS
8 3 (2.50%) Hibernate
8 3 (2.50%) HTML5
8 3 (2.50%) REST
8 3 (2.50%) Spring MVC
8 3 (2.50%) Symfony
8 3 (2.50%) WebGL
Miscellaneous
1 14 (11.67%) Analytical Skills
2 12 (10.00%) Computer Science
3 11 (9.17%) Enterprise Software
4 10 (8.33%) Fintech
4 10 (8.33%) Statistics
5 8 (6.67%) Mathematics
5 8 (6.67%) Physics
6 6 (5.00%) Management Information System
7 5 (4.17%) Artificial Intelligence
8 3 (2.50%) Oculus Rift
8 3 (2.50%) PKI
9 2 (1.67%) Data Centre
10 1 (0.83%) Credit Risk
10 1 (0.83%) Data Integration
10 1 (0.83%) Internet of Things
10 1 (0.83%) LLPG
10 1 (0.83%) Mobile Banking
10 1 (0.83%) Smart Home
Operating Systems
1 51 (42.50%) Linux
2 34 (28.33%) Unix
3 29 (24.17%) Windows
4 14 (11.67%) CentOS
4 14 (11.67%) Windows Server
5 9 (7.50%) Red Hat Enterprise Linux
6 5 (4.17%) Android
7 3 (2.50%) Solaris
7 3 (2.50%) SUSE
8 2 (1.67%) Apple iOS
Processes & Methodologies
1 40 (33.33%) Agile Software Development
2 30 (25.00%) DevOps
3 25 (20.83%) Migration
4 18 (15.00%) Open Source
5 15 (12.50%) Continuous Integration
6 14 (11.67%) Case Management
7 13 (10.83%) Analytics
8 11 (9.17%) Technical Architecture
9 9 (7.50%) Automation Testing
9 9 (7.50%) Business Intelligence
10 8 (6.67%) Automated Testing
10 8 (6.67%) Machine Learning
10 8 (6.67%) Statistical Modelling
11 7 (5.83%) BDD
11 7 (5.83%) MVC
11 7 (5.83%) TDD
11 7 (5.83%) Waterfall
12 5 (4.17%) Bayesian Methods
12 5 (4.17%) Data Analysis
12 5 (4.17%) Stochastic Modelling
Programming Languages
1 48 (40.00%) Java
2 36 (30.00%) Perl
3 35 (29.17%) JavaScript
4 29 (24.17%) SQL
5 27 (22.50%) Bash Shell
5 27 (22.50%) C#
6 18 (15.00%) R
7 16 (13.33%) C++
8 15 (12.50%) Ruby
9 14 (11.67%) Shell Script
10 13 (10.83%) PHP
11 9 (7.50%) C
12 5 (4.17%) Go
12 5 (4.17%) MATLAB
13 2 (1.67%) Groovy
13 2 (1.67%) PHP 4
13 2 (1.67%) PHP 5
13 2 (1.67%) PowerShell
14 1 (0.83%) Scala
14 1 (0.83%) VB
Qualifications
1 32 (26.67%) Degree
2 25 (20.83%) AWS Certification
3 5 (4.17%) PhD
4 4 (3.33%) ISTQB
5 3 (2.50%) Cisco Certification
6 2 (1.67%) CCNA
6 2 (1.67%) Sun Certification
7 1 (0.83%) CCSA
7 1 (0.83%) CCSE
7 1 (0.83%) Check Point Certification
7 1 (0.83%) MCSA
7 1 (0.83%) Microsoft Certification
7 1 (0.83%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 1 (0.83%) ISO/IEC 27001
1 1 (0.83%) PCI DSS
1 1 (0.83%) SLA
System Software
1 9 (7.50%) Docker
2 3 (2.50%) Sendmail
3 2 (1.67%) VMware Infrastructure
4 1 (0.83%) Firmware
4 1 (0.83%) vSphere
Systems Management
1 29 (24.17%) Puppet
2 27 (22.50%) Opscode Chef
3 13 (10.83%) Terraform
4 5 (4.17%) Kubernetes
5 2 (1.67%) Ansible
5 2 (1.67%) rkt
6 1 (0.83%) Nessus
6 1 (0.83%) Nexpose
Vendors
1 11 (9.17%) Red Hat
1 11 (9.17%) ServiceNow
2 5 (4.17%) Google
3 4 (3.33%) Microsoft
4 3 (2.50%) Cisco
4 3 (2.50%) Proofpoint
4 3 (2.50%) Zend
5 2 (1.67%) Percona
5 2 (1.67%) SolarWinds
5 2 (1.67%) VMware
6 1 (0.83%) Blue Coat
6 1 (0.83%) CheckPoint
6 1 (0.83%) EMC
6 1 (0.83%) ESRI
6 1 (0.83%) Intel Security
6 1 (0.83%) Juniper
6 1 (0.83%) Mapinfo
6 1 (0.83%) NetApp
6 1 (0.83%) Oracle
6 1 (0.83%) SAP
Birmingham, West Midlands (County)
Vantage Recruitment Solutions Ltd
Salary: Up to £55,000 per annum
Posted: 23 hours ago
Birmingham, West Midlands (County)
Dawson & Walsh
Salary: £25000 - £35000 per annum + Bonus + Pension + Benefits
Posted: 3 days ago
Birmingham, West Midlands (County)
Vantage Recruitment Solutions Ltd
Salary: Up to £50,000 per annum
Posted: 6 days ago
Birmingham, West Midlands (County)
Buto
Posted: 7 days ago