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

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Python
Rank 56 138 104
Rank change year-on-year
+82 -34
Permanent jobs citing Python 146 54 84
As % of all permanent IT jobs located in the East Midlands 4.58% 1.43% 2.29%
As % of the Programming Languages category 8.65% 2.83% 4.26%
Number of salaries quoted 142 35 72
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £31,500 £35,000 £28,500
10% offered a salary of more than £70,000 £70,000 £45,000
UK excluding London median salary £47,500 £45,000 £40,000
% change year-on-year
+5.55% +12.50%
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
1687 1909 1972
As % of all permanent IT jobs located in the East Midlands 52.93% 50.38% 53.85%
Number of salaries quoted 1402 1661 1697
Median salary £40,000 £37,500 £37,500
Median salary % change year-on-year
+6.66% -
90% offered a salary of more than £27,500 £25,000 £23,000
10% offered a salary of more than £55,000 £47,600 £50,000
UK excluding London median salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +2.56%

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 29 September 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 29 September 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
Nottinghamshire +39 64 £50,000 +11.11% 3
Leicestershire +37 49 £47,500 -32.14% 1
Northamptonshire +24 24 £36,750 -8.12% 3
Derbyshire +30 9 £40,000 +14.28%
Python
England

Python
Top 30 Related IT Skills in the East Midlands

For the 6 months to 29 September 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.

1 119 (43.91%) C++
2 104 (38.38%) Linux
3 103 (38.01%) Java
4 96 (35.42%) Software Engineering
5 88 (32.47%) Agile Software Development
6 87 (32.10%) JavaScript
7 74 (27.31%) C
8 72 (26.57%) SQL
9 69 (25.46%) Degree
10 66 (24.35%) Bash Shell
11 65 (23.99%) C#
12 63 (23.25%) Computer Vision
13 60 (22.14%) Image Processing
14 56 (20.66%) Video Processing
15 51 (18.82%) Algorithms
16 48 (17.71%) Node.js
16 48 (17.71%) .NET
16 48 (17.71%) Field-Programmable Gate Array
17 45 (16.61%) Perl
18 44 (16.24%) HTML
19 42 (15.50%) MATLAB
20 41 (15.13%) Mathematics
21 40 (14.76%) Analytical Skills
22 37 (13.65%) Embedded Systems
23 35 (12.92%) Computer Science
23 35 (12.92%) TDD
24 34 (12.55%) Windows
24 34 (12.55%) OO
25 33 (12.18%) Oracle
26 32 (11.81%) PHP

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 11 (4.06%) Apache Spark
2 7 (2.58%) Elasticsearch
3 6 (2.21%) SAS
4 5 (1.85%) Apache Pig
5 4 (1.48%) Apache
5 4 (1.48%) nginx
6 3 (1.11%) Apache Solr
7 2 (0.74%) ejabberd
7 2 (0.74%) IIS
8 1 (0.37%) CMS
8 1 (0.37%) OpenStack
8 1 (0.37%) WordPress
Applications
1 6 (2.21%) MS Excel
2 1 (0.37%) SPSS
Business Applications
1 1 (0.37%) Dynamics CRM
Cloud Services
1 25 (9.23%) Amazon AWS
2 23 (8.49%) SaaS
3 11 (4.06%) GitHub
4 9 (3.32%) Microsoft Azure
5 4 (1.48%) AWS CloudFormation
5 4 (1.48%) Virtual Private Cloud
6 1 (0.37%) Amazon EC2
6 1 (0.37%) Amazon S3
6 1 (0.37%) AWS Lambda
6 1 (0.37%) Google Cloud Platform
6 1 (0.37%) IBM Cloud
6 1 (0.37%) Office 365
6 1 (0.37%) SoftLayer
Communications & Networking
1 18 (6.64%) TCP/IP
2 11 (4.06%) Internet
3 6 (2.21%) Network Security
4 3 (1.11%) Firewall
4 3 (1.11%) Intrusion Detection
4 3 (1.11%) IPv6
4 3 (1.11%) LAN
4 3 (1.11%) VPN
4 3 (1.11%) WAN
5 2 (0.74%) HTTP
6 1 (0.37%) SAN
Database & Business Intelligence
1 26 (9.59%) Big Data
2 24 (8.86%) MySQL
3 13 (4.80%) SQL Server
4 10 (3.69%) MongoDB
5 9 (3.32%) Hadoop
5 9 (3.32%) NoSQL
6 6 (2.21%) QlikView
7 5 (1.85%) Amazon Redshift
7 5 (1.85%) Parquet
8 3 (1.11%) Apache Hive
8 3 (1.11%) Data Mining
8 3 (1.11%) Impala
8 3 (1.11%) PostgreSQL
9 2 (0.74%) HBase
9 2 (0.74%) HDInsight
9 2 (0.74%) OLAP
9 2 (0.74%) Power BI
9 2 (0.74%) Relational Database
9 2 (0.74%) SQL Server 2008
10 1 (0.37%) Spotfire
Development Applications
1 31 (11.44%) Git (software)
2 23 (8.49%) Subversion
3 22 (8.12%) Maven
4 19 (7.01%) Jenkins
5 15 (5.54%) Selenium
6 11 (4.06%) Cucumber
7 8 (2.95%) JUnit
7 8 (2.95%) Ranorex
7 8 (2.95%) SoapUI
8 7 (2.58%) Vagrant
9 6 (2.21%) Appium
10 5 (1.85%) CMake
10 5 (1.85%) Grunt
10 5 (1.85%) WebDriver
11 2 (0.74%) Team Foundation Server
11 2 (0.74%) Xcode
12 1 (0.37%) JIRA
General
1 30 (11.07%) Finance
2 16 (5.90%) Banking
3 14 (5.17%) Marketing
3 14 (5.17%) Retail
4 13 (4.80%) Telecoms
5 12 (4.43%) Games
6 9 (3.32%) Publishing
7 8 (2.95%) Advertising
8 7 (2.58%) Electronics
9 5 (1.85%) Billing
10 1 (0.37%) Pharmaceutical
Job Titles
1 129 (47.60%) Developer
2 60 (22.14%) Software Developer
3 48 (17.71%) Software Engineer
4 29 (10.70%) Senior Developer
5 27 (9.96%) C++ Software Engineer
6 24 (8.86%) Embedded Developer
6 24 (8.86%) Embedded Software Developer
7 22 (8.12%) Senior Systems Developer
8 20 (7.38%) Embedded Engineer
9 19 (7.01%) Analyst
9 19 (7.01%) Embedded Software Engineer
9 19 (7.01%) Systems Developer
10 16 (5.90%) Administrator
10 16 (5.90%) Senior Software Developer
11 14 (5.17%) Architect
11 14 (5.17%) Linux Engineer
12 13 (4.80%) Junior
13 12 (4.43%) C# Developer
13 12 (4.43%) C# Software Engineer
13 12 (4.43%) Java Developer
Libraries, Frameworks & Software Standards
1 48 (17.71%) .NET
1 48 (17.71%) Node.js
2 44 (16.24%) HTML
3 32 (11.81%) CSS
4 25 (9.23%) HTML5
5 24 (8.86%) CSS3
6 22 (8.12%) Web Services
7 19 (7.01%) ASP.NET
8 13 (4.80%) .NET Framework
9 9 (3.32%) Django
9 9 (3.32%) Entity Framework
9 9 (3.32%) Yocto
10 7 (2.58%) XML
11 6 (2.21%) AngularJS
11 6 (2.21%) JSON
12 5 (1.85%) ELK Stack
12 5 (1.85%) LLVM
12 5 (1.85%) Spring Boot
13 4 (1.48%) LEMP Stack
13 4 (1.48%) RabbitMQ
Miscellaneous
1 51 (18.82%) Algorithms
2 48 (17.71%) Field-Programmable Gate Array
3 41 (15.13%) Mathematics
4 40 (14.76%) Analytical Skills
5 37 (13.65%) Embedded Systems
6 35 (12.92%) Computer Science
7 26 (9.59%) Verilog
7 26 (9.59%) VHDL
8 22 (8.12%) Enterprise Software
9 19 (7.01%) Physics
10 15 (5.54%) Smartphone
11 11 (4.06%) Statistics
12 9 (3.32%) ASIC
12 9 (3.32%) Visualisation
13 8 (2.95%) CESG
13 8 (2.95%) Data Structures
14 7 (2.58%) Blog
15 5 (1.85%) Mobile App
16 3 (1.11%) Chemistry
16 3 (1.11%) User Experience
Operating Systems
1 104 (38.38%) Linux
2 34 (12.55%) Windows
3 26 (9.59%) Android
4 21 (7.75%) Embedded Linux
4 21 (7.75%) Unix
5 12 (4.43%) CentOS
6 7 (2.58%) Debian
7 6 (2.21%) Ubuntu
8 4 (1.48%) Apple iOS
8 4 (1.48%) Mac OS X
9 3 (1.11%) Mac OS
10 2 (0.74%) Windows Phone
10 2 (0.74%) Windows Server
11 1 (0.37%) Red Hat Enterprise Linux
11 1 (0.37%) SUSE Linux Enterprise Server
Processes & Methodologies
1 96 (35.42%) Software Engineering
2 88 (32.47%) Agile Software Development
3 63 (23.25%) Computer Vision
4 60 (22.14%) Image Processing
5 56 (20.66%) Video Processing
6 35 (12.92%) TDD
7 34 (12.55%) OO
8 30 (11.07%) Scrum
9 29 (10.70%) Open Source
10 25 (9.23%) Continuous Integration
11 24 (8.86%) Automated Testing
11 24 (8.86%) Signal Processing
12 20 (7.38%) Multithreading
13 19 (7.01%) Mentoring
14 18 (6.64%) Embedded Software Development
15 14 (5.17%) OOD
16 13 (4.80%) Analytics
16 13 (4.80%) Low Latency
16 13 (4.80%) Technical Architecture
17 11 (4.06%) MVC
Programming Languages
1 119 (43.91%) C++
2 103 (38.01%) Java
3 87 (32.10%) JavaScript
4 74 (27.31%) C
5 72 (26.57%) SQL
6 66 (24.35%) Bash Shell
7 65 (23.99%) C#
8 45 (16.61%) Perl
9 42 (15.50%) MATLAB
10 32 (11.81%) PHP
11 27 (9.96%) Groovy
12 26 (9.59%) Tcl
13 23 (8.49%) Shell Script
14 22 (8.12%) Scala
15 20 (7.38%) PowerShell
15 20 (7.38%) R
16 19 (7.01%) Ruby
17 12 (4.43%) ES6
18 10 (3.69%) VB.NET
19 9 (3.32%) VBScript
Qualifications
1 69 (25.46%) Degree
2 12 (4.43%) PhD
2 12 (4.43%) SC Cleared
2 12 (4.43%) Security Cleared
3 8 (2.95%) CEH
3 8 (2.95%) CREST Certified
3 8 (2.95%) OSCP
3 8 (2.95%) OSWP
4 1 (0.37%) ISTQB
Quality Assurance & Compliance
1 28 (10.33%) QA
2 3 (1.11%) JTAG
3 1 (0.37%) MiFID
3 1 (0.37%) MISRA
3 1 (0.37%) WCAG
System Software
1 31 (11.44%) Firmware
2 3 (1.11%) Apache ZooKeeper
2 3 (1.11%) KVM
2 3 (1.11%) Xen
3 2 (0.74%) Docker
3 2 (0.74%) Hyper-V
3 2 (0.74%) VMware Infrastructure
4 1 (0.37%) vCloud
4 1 (0.37%) Virtual Machines
Systems Management
1 9 (3.32%) Puppet
2 8 (2.95%) Opscode Chef
3 7 (2.58%) Ansible
4 4 (1.48%) Icinga
4 4 (1.48%) Kibana
4 4 (1.48%) logstash
5 3 (1.11%) HAProxy
6 1 (0.37%) Salt
Vendors
1 33 (12.18%) Oracle
2 17 (6.27%) Microsoft
3 12 (4.43%) Altera
3 12 (4.43%) Xilinx
4 10 (3.69%) Tableau
5 5 (1.85%) Google
5 5 (1.85%) VMware
6 3 (1.11%) Percona
6 3 (1.11%) SAP
7 2 (0.74%) Cognizant
7 2 (0.74%) Synopsys
8 1 (0.37%) Alteryx
8 1 (0.37%) Citrix
8 1 (0.37%) Red Hat
8 1 (0.37%) ServiceNow
8 1 (0.37%) SIMUL8
8 1 (0.37%) Zend
Nottingham, Nottinghamshire
Greywood Associates Limited
Salary: £30000 - £45000 per annum + Benefits
Posted: Yesterday
Barton-upon-Humber
Searchability
Salary: £30000 - £40000 per annum
Posted: 3 days ago
Lincolnshire
Searchability
Salary: £30000 - £40000 per annum
Posted: 3 days ago
Brackley, Northamptonshire
Applause IT Innovation
Salary: £40000 - £45000 per annum + + Great Benefits
Posted: 2 days ago
Nottingham, Nottinghamshire
Oscar
Salary: £30000 - £40000 per annum
Posted: 3 days ago
Northamptonshire
TEKsystems
Salary: £25000 - £45000 per annum + Bonus & Benefits
Posted: 3 days ago
Northampton, Northamptonshire
IT Connections
Salary: £35,000 to £45,000
Posted: 6 days ago
Melton Mowbray
Nigel Frank International Ltd
Salary: £30000 - £45000 per annum
Posted: 21 days ago
Nottingham
Nigel Frank International Ltd
Salary: £35000 - £50000 per annum
Posted: 21 days ago