The following table provides summary statistics for permanent job vacancies advertised in the East Midlands with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Python
England > East Midlands
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 69 66 106
Rank change year-on-year -3 +40  
Permanent jobs citing Python 88 125 81
As % of all permanent IT jobs advertised in the East Midlands 3.31% 3.78% 2.16%
As % of the Programming Languages category 6.23% 7.36% 4.30%
Number of salaries quoted 108 124 85
East Midlands median annual salary £35,000 £40,000 £40,000
Median salary % change year-on-year -12.50% -  
10th Percentile £26,250 £27,500 £27,500
90th Percentile £57,500 £56,750 £48,500
England median annual salary £56,000 £55,000 £50,000
% change year-on-year +1.81% +10.00%  

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East Midlands with a requirement for programming language skills.

Programming Language Skills
East Midlands
Permanent job vacancies with a requirement for programming language skills 1412 1699 1884
As % of all permanent IT job vacancies advertised in the East Midlands 53.10% 51.31% 50.19%
Number of salaries quoted 2963 3652 3913
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,250 £23,500
90th Percentile £57,500 £50,000 £55,000
England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.55%  

Python
Job Vacancy Trend in the East Midlands

Job postings citing Python as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Python 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 in the East Midlands.

Salary trend for Python in the East Midlands

Python
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Python in the East Midlands over the 3 months to 29 June 2017.

Salary histogram for Python 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 June 2017. 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 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 -1 27 £45,000 -10.00% 5
Leicestershire -21 21 £40,000 -5.88% 3
Northamptonshire +5 20 £30,000 -14.28% 2
Derbyshire +22 15 £42,500 -24.77% 2
Lincolnshire - 3 £28,500 -
Python
England

For the 6 months to 29 June 2017, 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.

1 103 (46.82%) Java
2 94 (42.73%) Agile Software Development
3 84 (38.18%) SQL
4 77 (35.00%) JavaScript
5 73 (33.18%) C#
6 66 (30.00%) Degree
7 62 (28.18%) C++
8 57 (25.91%) Linux
8 57 (25.91%) Computer Science
9 56 (25.45%) Big Data
10 54 (24.55%) HTML
11 51 (23.18%) Software Engineering
12 49 (22.27%) .NET
13 48 (21.82%) PHP
14 46 (20.91%) Ruby
15 42 (19.09%) MySQL
16 41 (18.64%) CSS
16 41 (18.64%) Scala
17 40 (18.18%) Mathematics
18 39 (17.73%) Scrum
18 39 (17.73%) R
19 38 (17.27%) Apache Spark
20 37 (16.82%) Git (software)
21 36 (16.36%) TDD
22 34 (15.45%) Physics
23 33 (15.00%) Retail
24 32 (14.55%) C
25 31 (14.09%) Perl
25 31 (14.09%) Web Development
25 31 (14.09%) Analytics

Python
Co-occurring 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 38 (17.27%) Apache Spark
2 30 (13.64%) Apache
3 11 (5.00%) nginx
4 10 (4.55%) WordPress
5 7 (3.18%) OpenStack
6 5 (2.27%) IIS
7 4 (1.82%) Adobe Experience Manager
7 4 (1.82%) Alfresco
7 4 (1.82%) CloudStack
7 4 (1.82%) CMS
7 4 (1.82%) Confluence
7 4 (1.82%) JBoss
7 4 (1.82%) Liferay
7 4 (1.82%) Tomcat
8 3 (1.36%) Jetty
8 3 (1.36%) SAS
8 3 (1.36%) WebLogic
9 2 (0.91%) Apache Solr
9 2 (0.91%) WebSphere
10 1 (0.45%) GlassFish
Applications
1 7 (3.18%) Maple
2 5 (2.27%) Photoshop
3 3 (1.36%) Microsoft Excel
4 2 (0.91%) Mathcad
4 2 (0.91%) Microsoft PowerPoint
4 2 (0.91%) OmniGraffle
4 2 (0.91%) Simulink
5 1 (0.45%) Spreadsheet
Business Applications
1 6 (2.73%) SAP Oil and Gas
Cloud Services
1 30 (13.64%) Amazon AWS
2 19 (8.64%) SaaS
3 15 (6.82%) GitHub
4 8 (3.64%) Google Cloud Platform
4 8 (3.64%) Microsoft Azure
5 4 (1.82%) AWS CloudFormation
6 3 (1.36%) Google Analytics
7 2 (0.91%) Cortana Intelligence Suite
8 1 (0.45%) Amazon EC2
8 1 (0.45%) Amazon ELB
8 1 (0.45%) Amazon S3
8 1 (0.45%) Cloud Computing
8 1 (0.45%) IaaS
8 1 (0.45%) MailChimp
8 1 (0.45%) PaaS
8 1 (0.45%) Virtual Private Cloud
Communications & Networking
1 14 (6.36%) TCP/IP
2 11 (5.00%) Firewall
3 8 (3.64%) DNS
4 7 (3.18%) Wireless
5 6 (2.73%) HTTPS
5 6 (2.73%) Internet
6 5 (2.27%) HTTP
6 5 (2.27%) SSH
7 4 (1.82%) FTP
8 3 (1.36%) Network Security
9 2 (0.91%) IPv6
9 2 (0.91%) Reverse Proxy
9 2 (0.91%) SSL
9 2 (0.91%) VPN
10 1 (0.45%) Cisco IOS
10 1 (0.45%) EIGRP
10 1 (0.45%) Intrusion Detection
10 1 (0.45%) LDAP
10 1 (0.45%) SNMP
10 1 (0.45%) Wireshark
Database & Business Intelligence
1 56 (25.45%) Big Data
2 42 (19.09%) MySQL
3 24 (10.91%) MongoDB
4 13 (5.91%) NoSQL
5 11 (5.00%) Relational Database
6 10 (4.55%) RDBMS
7 7 (3.18%) Hadoop
8 6 (2.73%) Redis
9 5 (2.27%) SQL Server
10 3 (1.36%) Apache Cassandra
10 3 (1.36%) QlikView
10 3 (1.36%) SQL Server Integration Services
11 2 (0.91%) Data Mining
11 2 (0.91%) Power BI
11 2 (0.91%) Riak
12 1 (0.45%) Data Warehouse
12 1 (0.45%) HDInsight
12 1 (0.45%) OpenTSDB
12 1 (0.45%) PostgreSQL
12 1 (0.45%) SQL Server 2016
Development Applications
1 37 (16.82%) Git (software)
2 23 (10.45%) Jenkins
3 14 (6.36%) LabVIEW
4 13 (5.91%) JIRA
5 12 (5.45%) Subversion
6 10 (4.55%) Selenium
7 8 (3.64%) TeamCity
8 6 (2.73%) Appium
8 6 (2.73%) Atlassian Bamboo
8 6 (2.73%) Cucumber
8 6 (2.73%) SpecFlow
9 4 (1.82%) Calabash
9 4 (1.82%) JMeter
9 4 (1.82%) Travis CI
10 3 (1.36%) Gatling
10 3 (1.36%) JBehave
10 3 (1.36%) JUnit
11 2 (0.91%) Axure RP
11 2 (0.91%) Ranorex
11 2 (0.91%) SoapUI
General
1 33 (15.00%) Retail
2 27 (12.27%) Marketing
3 26 (11.82%) Telecoms
4 21 (9.55%) Finance
5 17 (7.73%) Banking
5 17 (7.73%) Electronics
6 7 (3.18%) Advertising
7 6 (2.73%) Manufacturing
8 2 (0.91%) Aerospace
8 2 (0.91%) Back Office
8 2 (0.91%) French Language
8 2 (0.91%) German Language
Job Titles
1 104 (47.27%) Developer
2 31 (14.09%) Software Developer
3 28 (12.73%) Python Developer
4 24 (10.91%) JavaScript Developer
5 21 (9.55%) Data Scientist
6 18 (8.18%) Java Developer
7 17 (7.73%) PHP Developer
7 17 (7.73%) Software Engineer
8 16 (7.27%) Graduate
9 15 (6.82%) C# Developer
10 13 (5.91%) C++ Developer
10 13 (5.91%) C++ Software Developer
10 13 (5.91%) DevOps Engineer
11 12 (5.45%) .NET Developer
12 11 (5.00%) Analyst
12 11 (5.00%) HTML Developer
12 11 (5.00%) Junior
12 11 (5.00%) Junior Developer
12 11 (5.00%) Test Engineer
12 11 (5.00%) Web Developer
Libraries, Frameworks & Software Standards
1 54 (24.55%) HTML
2 49 (22.27%) .NET
3 41 (18.64%) CSS
4 22 (10.00%) Node.js
5 21 (9.55%) AngularJS
6 17 (7.73%) Web Services
7 16 (7.27%) HTML5
8 15 (6.82%) Django
9 14 (6.36%) LAMP
10 12 (5.45%) CSS3
10 12 (5.45%) Spring Boot
11 9 (4.09%) .NET Framework
11 9 (4.09%) ASP.NET
12 7 (3.18%) Entity Framework
12 7 (3.18%) jQuery
12 7 (3.18%) Kafka
12 7 (3.18%) Ruby on Rails
12 7 (3.18%) Twitter Bootstrap
12 7 (3.18%) XML
13 6 (2.73%) REST
Miscellaneous
1 57 (25.91%) Computer Science
2 27 (12.27%) Algorithms
3 19 (8.64%) Greenfield Project
4 18 (8.18%) Mobile App
5 16 (7.27%) Data Structures
6 11 (5.00%) Analytical Skills
7 10 (4.55%) Enterprise Software
8 9 (4.09%) User Experience
9 7 (3.18%) Device Driver
9 7 (3.18%) Field-Programmable Gate Array
10 6 (2.73%) Blog
11 5 (2.27%) Social Media
12 4 (1.82%) Hybrid Cloud
12 4 (1.82%) Public Cloud
13 3 (1.36%) Augmented Reality
14 2 (0.91%) Clustering
14 2 (0.91%) W3C
15 1 (0.45%) Client/Server
15 1 (0.45%) Foreign Exchange (FX)
15 1 (0.45%) Replication
Operating Systems
1 57 (25.91%) Linux
2 18 (8.18%) Windows
3 12 (5.45%) Unix
4 11 (5.00%) Android
5 7 (3.18%) Red Hat Enterprise Linux
6 5 (2.27%) Apple iOS
6 5 (2.27%) Embedded Linux
7 4 (1.82%) CentOS
8 3 (1.36%) Mac OS
8 3 (1.36%) Ubuntu
9 2 (0.91%) Fedora
10 1 (0.45%) Debian
10 1 (0.45%) Windows Server
10 1 (0.45%) Windows Server 2008
10 1 (0.45%) Windows Server 2012
Processes & Methodologies
1 94 (42.73%) Agile Software Development
2 51 (23.18%) Software Engineering
3 40 (18.18%) Mathematics
4 39 (17.73%) Scrum
5 36 (16.36%) TDD
6 34 (15.45%) Physics
7 31 (14.09%) Analytics
7 31 (14.09%) Web Development
8 26 (11.82%) DevOps
9 24 (10.91%) Kanban
9 24 (10.91%) SDLC
10 22 (10.00%) Data Visualisation
10 22 (10.00%) Machine Learning
10 22 (10.00%) Test Automation
10 22 (10.00%) Visualisation
11 21 (9.55%) Continuous Integration
12 19 (8.64%) Open Source
13 18 (8.18%) Predictive Analytics
14 17 (7.73%) BDD
14 17 (7.73%) OO
Programming Languages
1 103 (46.82%) Java
2 84 (38.18%) SQL
3 77 (35.00%) JavaScript
4 73 (33.18%) C#
5 62 (28.18%) C++
6 48 (21.82%) PHP
7 46 (20.91%) Ruby
8 41 (18.64%) Scala
9 39 (17.73%) R
10 32 (14.55%) C
11 31 (14.09%) Perl
12 28 (12.73%) MATLAB
13 17 (7.73%) Bash Shell
14 12 (5.45%) Go
15 7 (3.18%) PowerShell
16 6 (2.73%) Shell Script
17 2 (0.91%) Embedded C
17 2 (0.91%) Embedded C++
17 2 (0.91%) Groovy
18 1 (0.45%) T-SQL
Qualifications
1 66 (30.00%) Degree
2 21 (9.55%) Computer Science Degree
2 21 (9.55%) Numerate Degree
3 12 (5.45%) PhD
4 5 (2.27%) Master's Degree
5 4 (1.82%) ISEB
5 4 (1.82%) ISTQB Foundation Certification
5 4 (1.82%) Security Cleared
6 3 (1.36%) ISTQB
7 2 (0.91%) DV Cleared
7 2 (0.91%) SC Cleared
8 1 (0.45%) ITIL Certification
Quality Assurance & Compliance
1 21 (9.55%) QA
2 6 (2.73%) GCP
3 2 (0.91%) JTAG
3 2 (0.91%) MISRA
System Software
1 11 (5.00%) Firmware
2 10 (4.55%) Docker
3 5 (2.27%) vSphere
3 5 (2.27%) Xen
4 4 (1.82%) iptables
4 4 (1.82%) VMware Infrastructure
4 4 (1.82%) XenServer
5 3 (1.36%) NFS
6 2 (0.91%) Postfix
7 1 (0.45%) Active Directory
7 1 (0.45%) Hyper-V
7 1 (0.45%) Samba
7 1 (0.45%) Squid
7 1 (0.45%) Varnish
Systems Management
1 18 (8.18%) Opscode Chef
1 18 (8.18%) Puppet
2 13 (5.91%) Ansible
3 7 (3.18%) HAProxy
4 5 (2.27%) Kubernetes
5 4 (1.82%) CFEngine
5 4 (1.82%) Cobbler
5 4 (1.82%) TeamSite
5 4 (1.82%) Terraform
5 4 (1.82%) Tivoli
6 3 (1.36%) Mesos
7 1 (0.45%) Cacti
7 1 (0.45%) Nagios
7 1 (0.45%) Salt
7 1 (0.45%) vCenter Server
7 1 (0.45%) WMI
Vendors
1 13 (5.91%) Oracle
2 12 (5.45%) Microsoft
3 11 (5.00%) Tableau
4 10 (4.55%) Google
5 9 (4.09%) Red Hat
6 7 (3.18%) Xilinx
7 6 (2.73%) SAP
8 5 (2.27%) VMware
9 4 (1.82%) Adobe
9 4 (1.82%) EnterpriseDB
9 4 (1.82%) HP
9 4 (1.82%) OpenText
10 2 (0.91%) Rackspace
11 1 (0.45%) AppDynamics
11 1 (0.45%) F5
11 1 (0.45%) MuleSoft
11 1 (0.45%) Palo Alto
11 1 (0.45%) Splunk
11 1 (0.45%) Talend
11 1 (0.45%) WSO2
Nottinghamshire
Greywood Associates Limited
Salary: £30000 - £45000 per annum + Benefits
Posted: Yesterday
Newark, Nottinghamshire
Rebel Recruitment
Salary: From £30,000 to £50,000 per annum
Posted: 3 days ago
Northampton, Northamptonshire
IT Connections
Salary: £25,000 to £33,000
Posted: 6 days ago
Northampton, Northamptonshire
IT Connections
Salary: £25,000 to £33,000
Posted: 6 days ago
Nottingham
Churchill Frank
Salary: £50000 per annum
Posted: 6 days ago
Leicester, Leicestershire
Mindera
Salary: From £50,000 to £60,000 per annum Quarterly Pay Review - Bonus (every
Posted: 22 days ago
Leicester, Leicestershire
Mindera
Salary: From £45,000 to £55,000 per annum Quarterly Pay Review - Bonus (every
Posted: 22 days ago
Leicester, Leicestershire
Mindera
Salary: From £50,000 to £60,000 per annum Quarterly Pay Review - Bonus (every
Posted: 22 days ago
Nottingham, Nottinghamshire
Cognizant
Salary: Unspecified Market Standards
Posted: 14 days ago