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

3 months to
26 May 2016
Same period 2015 Same period 2014
Python
Rank 74 122 142
Rank change year-on-year
+48 +20
Permanent jobs citing Python 105 60 47
As % of all permanent IT jobs located in the East Midlands 3.37% 1.68% 1.27%
As % of the Programming Languages category 6.35% 3.27% 2.31%
Number of salaries quoted 82 54 30
Median salary £42,500 £38,750 £37,500
Median salary % change year-on-year
+9.67% +3.33%
90% offered a salary of more than £23,000 £26,500 £22,450
10% offered a salary of more than £55,000 £45,000 £50,000
UK excluding London median salary £45,000 £43,900 £40,000
% change year-on-year
+2.50% +9.75%
Python
England

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

Programming Languages Category
East Midlands
Permanent IT job ads with a match in the
Programming Languages category
1653 1833 2035
As % of all permanent IT jobs located in the East Midlands 53.03% 51.39% 54.81%
Number of salaries quoted 1385 1590 1786
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £26,000 £26,000 £25,000
10% offered a salary of more than £52,500 £50,000 £47,500
UK excluding London median salary £41,500 £40,000 £39,500
% change year-on-year
+3.75% +1.26%

Python
Jobs Demand Trend in the East Midlands

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

Python Jobs Demand Trend in the East Midlands

Python
Salary Trend in the East Midlands

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

Python Salary Trend in the East Midlands

Python
Salary Histogram in the East Midlands

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

Python Salary Histogram in the East Midlands

Python
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the East Midlands region over the 3 months to 26 May 2016. 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
(Click see detailed
statistics and trends)
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
Leicestershire +41 53 £40,000 +33.33% 2
Nottinghamshire +1 34 £45,000 +28.57% 4
Northamptonshire +13 13 £37,500 -6.25% 3
Derbyshire - 2 £42,500 -
Python
England

Python
Top 30 Related IT Skills in the East Midlands

For the 6 months to 26 May 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 East Midlands region with a requirement for Python.

1 92 (38.66%) Linux
2 79 (33.19%) C++
3 74 (31.09%) Java
4 70 (29.41%) JavaScript
5 63 (26.47%) SQL
6 57 (23.95%) Software Engineering
7 55 (23.11%) Degree
7 55 (23.11%) C
7 55 (23.11%) Algorithms
8 53 (22.27%) Perl
9 52 (21.85%) Video Processing
10 45 (18.91%) Bash Shell
11 43 (18.07%) Image Processing
11 43 (18.07%) PHP
12 40 (16.81%) Field-Programmable Gate Array
13 39 (16.39%) C#
13 39 (16.39%) HTML
14 38 (15.97%) MATLAB
15 37 (15.55%) Agile Software Development
16 36 (15.13%) Microsoft
17 33 (13.87%) Windows
17 33 (13.87%) Analytical Skills
18 32 (13.45%) Embedded Systems
18 32 (13.45%) Firmware
19 31 (13.03%) .NET
20 30 (12.61%) Signal Processing
21 29 (12.18%) Computer Science
22 28 (11.76%) Android
22 28 (11.76%) Oracle
23 26 (10.92%) SQL Server

Python
Top Related IT Skills in the East Midlands 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 24 (10.08%) Node.js
2 13 (5.46%) Apache
3 10 (4.20%) JBoss
3 10 (4.20%) WebLogic
4 7 (2.94%) Apache Pig
4 7 (2.94%) Apache Spark
5 6 (2.52%) Apache Solr
6 4 (1.68%) SAS
7 3 (1.26%) IIS
8 2 (0.84%) nginx
8 2 (0.84%) OpenStack
9 1 (0.42%) Elasticsearch
9 1 (0.42%) Plone
Applications
1 23 (9.66%) MS Excel
2 1 (0.42%) Simulink
Business Applications
1 1 (0.42%) Magento
Cloud Services
1 22 (9.24%) Amazon AWS
2 6 (2.52%) SaaS
3 4 (1.68%) AWS CloudFormation
3 4 (1.68%) GitHub
3 4 (1.68%) IaaS
3 4 (1.68%) Microsoft Azure
3 4 (1.68%) Rackspace Cloud
3 4 (1.68%) Virtual Private Cloud
4 3 (1.26%) Google Cloud Platform
5 2 (0.84%) Amazon EC2
5 2 (0.84%) Amazon Glacier
5 2 (0.84%) Amazon S3
5 2 (0.84%) Cloud Computing
5 2 (0.84%) Route 53
5 2 (0.84%) SoftLayer
6 1 (0.42%) Google App Engine
Communications & Networking
1 10 (4.20%) VPN
2 8 (3.36%) Firewall
2 8 (3.36%) Intrusion Detection
2 8 (3.36%) LAN
2 8 (3.36%) Network Security
2 8 (3.36%) WAN
3 2 (0.84%) HTTP
3 2 (0.84%) IPsec
3 2 (0.84%) OpenVPN
3 2 (0.84%) SSH
4 1 (0.42%) FTP
Database & Business Intelligence
1 26 (10.92%) SQL Server
2 13 (5.46%) Hadoop
2 13 (5.46%) MySQL
3 12 (5.04%) NoSQL
4 9 (3.78%) Big Data
5 5 (2.10%) Amazon RDS
5 5 (2.10%) Data Mining
6 4 (1.68%) Apache Hive
6 4 (1.68%) HBase
6 4 (1.68%) MongoDB
6 4 (1.68%) QlikView
7 3 (1.26%) Amazon Redshift
7 3 (1.26%) Impala
7 3 (1.26%) Oracle Database
7 3 (1.26%) Parquet
7 3 (1.26%) PostgreSQL
7 3 (1.26%) Redis
8 2 (0.84%) Relational Database
9 1 (0.42%) Spotfire
Development Applications
1 21 (8.82%) Jenkins
2 17 (7.14%) Git (software)
3 12 (5.04%) Ranorex
4 8 (3.36%) Selenium
5 7 (2.94%) ClearCase
5 7 (2.94%) Visual Studio
6 5 (2.10%) Bitbucket
6 5 (2.10%) JUnit
6 5 (2.10%) Maven
6 5 (2.10%) SoapUI
6 5 (2.10%) Subversion
7 4 (1.68%) JIRA
7 4 (1.68%) Mercurial
8 3 (1.26%) Appcelerator Titanium
8 3 (1.26%) Appium
8 3 (1.26%) Cucumber
8 3 (1.26%) Vagrant
9 2 (0.84%) Gradle
9 2 (0.84%) Team Foundation Server
10 1 (0.42%) Hudson
General
1 13 (5.46%) Games
2 10 (4.20%) Electronics
3 7 (2.94%) Finance
4 6 (2.52%) Marketing
5 5 (2.10%) Banking
5 5 (2.10%) Telecoms
6 4 (1.68%) Pharmaceutical
7 2 (0.84%) Advertising
7 2 (0.84%) Retail
8 1 (0.42%) Billing
Job Titles
1 137 (57.56%) Developer
2 65 (27.31%) Software Developer
3 28 (11.76%) Junior
4 27 (11.34%) Junior Developer
5 22 (9.24%) Senior Developer
6 18 (7.56%) Systems Engineer
7 16 (6.72%) Embedded Developer
7 16 (6.72%) Embedded Software Developer
8 15 (6.30%) Senior Systems Developer
8 15 (6.30%) Systems Developer
9 12 (5.04%) Junior Software Developer
9 12 (5.04%) Linux Engineer
10 11 (4.62%) Graduate
10 11 (4.62%) Linux Systems Engineer
11 10 (4.20%) FPGA Developer
11 10 (4.20%) Graduate Developer
11 10 (4.20%) Python Developer
11 10 (4.20%) Senior Software Developer
12 9 (3.78%) Analyst
12 9 (3.78%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 39 (16.39%) HTML
2 31 (13.03%) .NET
3 25 (10.50%) CSS
4 20 (8.40%) ASP.NET
5 18 (7.56%) HTML5
6 16 (6.72%) Web Services
7 11 (4.62%) CSS3
8 10 (4.20%) LAMP
9 8 (3.36%) Django
10 6 (2.52%) .NET Framework
10 6 (2.52%) REST
11 5 (2.10%) JSON
12 4 (1.68%) Android SDK
12 4 (1.68%) Hibernate
12 4 (1.68%) J2EE
12 4 (1.68%) Qt
12 4 (1.68%) Spring
12 4 (1.68%) WPF
12 4 (1.68%) XML
13 3 (1.26%) PhoneGap
Miscellaneous
1 55 (23.11%) Algorithms
2 40 (16.81%) Field-Programmable Gate Array
3 33 (13.87%) Analytical Skills
4 32 (13.45%) Embedded Systems
5 29 (12.18%) Computer Science
6 18 (7.56%) Verilog
6 18 (7.56%) VHDL
7 16 (6.72%) Mathematics
8 11 (4.62%) Artificial Intelligence
9 9 (3.78%) ASIC
10 6 (2.52%) Data Centre
10 6 (2.52%) User Experience
11 5 (2.10%) Mobile App
12 4 (1.68%) FMCG
12 4 (1.68%) Physics
12 4 (1.68%) Visualisation
13 3 (1.26%) iPad
13 3 (1.26%) Replication
14 2 (0.84%) Chemistry
14 2 (0.84%) Data Structures
Operating Systems
1 92 (38.66%) Linux
2 33 (13.87%) Windows
3 28 (11.76%) Android
4 24 (10.08%) Unix
5 14 (5.88%) Windows Server
6 12 (5.04%) Red Hat Enterprise Linux
7 9 (3.78%) Apple iOS
8 8 (3.36%) SUSE
8 8 (3.36%) SUSE Linux Enterprise Server
8 8 (3.36%) Windows Server 2003
8 8 (3.36%) Windows Server 2008
8 8 (3.36%) Windows Server 2012
9 7 (2.94%) Solaris
10 6 (2.52%) CentOS
11 5 (2.10%) Debian
11 5 (2.10%) Ubuntu
Processes & Methodologies
1 57 (23.95%) Software Engineering
2 52 (21.85%) Video Processing
3 43 (18.07%) Image Processing
4 37 (15.55%) Agile Software Development
5 30 (12.61%) Signal Processing
6 23 (9.66%) Continuous Integration
6 23 (9.66%) OO
7 20 (8.40%) DevOps
8 15 (6.30%) Analytics
8 15 (6.30%) Line Management
9 13 (5.46%) Open Source
10 11 (4.62%) Android Development
10 11 (4.62%) Data Protection
10 11 (4.62%) Project Management
11 10 (4.20%) ITIL
11 10 (4.20%) PRINCE2
11 10 (4.20%) Validation
11 10 (4.20%) Web Development
12 9 (3.78%) Mentoring
12 9 (3.78%) Multithreading
Programming Languages
1 79 (33.19%) C++
2 74 (31.09%) Java
3 70 (29.41%) JavaScript
4 63 (26.47%) SQL
5 55 (23.11%) C
6 53 (22.27%) Perl
7 45 (18.91%) Bash Shell
8 43 (18.07%) PHP
9 39 (16.39%) C#
10 38 (15.97%) MATLAB
11 24 (10.08%) Tcl
12 23 (9.66%) Ruby
13 18 (7.56%) VBScript
14 17 (7.14%) VB.NET
15 14 (5.88%) R
16 13 (5.46%) Shell Script
17 10 (4.20%) Objective-C
18 8 (3.36%) Korn
19 7 (2.94%) Groovy
19 7 (2.94%) Scala
Qualifications
1 55 (23.11%) Degree
2 11 (4.62%) SC Cleared
2 11 (4.62%) Security Cleared
3 10 (4.20%) PhD
4 1 (0.42%) AWS Certification
4 1 (0.42%) ISTQB
Quality Assurance & Compliance
1 7 (2.94%) QA
System Software
1 32 (13.45%) Firmware
2 12 (5.04%) VMware Infrastructure
3 8 (3.36%) VMware ESXi
4 6 (2.52%) Microsoft Virtual Server
5 3 (1.26%) VirtualBox
6 2 (0.84%) Apache ZooKeeper
6 2 (0.84%) Docker
7 1 (0.42%) KVM
7 1 (0.42%) Xen
Systems Management
1 19 (7.98%) Opscode Chef
1 19 (7.98%) Puppet
2 13 (5.46%) Ansible
3 10 (4.20%) Rundeck
4 9 (3.78%) Kibana
5 8 (3.36%) Graphite
5 8 (3.36%) Graylog
5 8 (3.36%) Nagios
5 8 (3.36%) ZABBIX
6 2 (0.84%) HAProxy
7 1 (0.42%) Icinga
7 1 (0.42%) logstash
7 1 (0.42%) Terraform
Vendors
1 36 (15.13%) Microsoft
2 28 (11.76%) Oracle
3 13 (5.46%) VMware
4 12 (5.04%) Red Hat
5 10 (4.20%) Altera
5 10 (4.20%) Xilinx
6 8 (3.36%) Dynatrace
6 8 (3.36%) Splunk
7 7 (2.94%) TIBCO
8 6 (2.52%) Dell
8 6 (2.52%) HP
8 6 (2.52%) IBM
9 4 (1.68%) Cognizant
9 4 (1.68%) Rackspace
9 4 (1.68%) Synopsys
9 4 (1.68%) Tableau
10 3 (1.26%) Google
10 3 (1.26%) SAP
11 1 (0.42%) Apple
11 1 (0.42%) hybris
Nottingham, Nottinghamshire
Oscar
Salary: £30000 - £50000 per annum
Posted: 20 hours ago
Northampton, Northamptonshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £40000 per annum
Posted: Yesterday
Leicester, Leicestershire
Austin Fraser
Salary: £30000 - £50000.00 per annum + Bens
Posted: Yesterday
Towcester
Progressive Recruitment
Salary: competitive
Posted: 4 days ago
Northampton, Northamptonshire
IT Connections
Salary: £25,000 to £35,000
Posted: 6 days ago
Nottingham
Experian
Salary: Pension, Bonus
Posted: 13 days ago