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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Python
England / East Midlands
Rank 40 56 119
Rank change year-on-year
+16 +63
Permanent jobs citing Python 151 132 53
As % of all permanent IT jobs located in the East Midlands 5.27% 4.14% 1.66%
As % of the Programming Languages category 9.13% 7.71% 3.24%
Number of salaries quoted 133 110 43
Median salary £41,000 £37,500 £41,500
Median salary % change year-on-year
+9.33% -9.63%
90% offered a salary of more than £32,500 £24,000 £23,800
10% offered a salary of more than £60,000 £45,000 £49,000
UK excluding London median salary £45,000 £45,000 £45,000

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 1713 1634
As % of all permanent IT jobs located in the East Midlands 57.72% 53.70% 51.06%
Number of salaries quoted 1398 1426 1443
Median salary £40,000 £37,500 £40,000
Median salary % change year-on-year
+6.66% -6.25%
90% offered a salary of more than £27,500 £26,000 £26,000
10% offered a salary of more than £55,000 £50,000 £50,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 23 February 2017.

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 23 February 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 +3 68 £45,000 +28.57% 4
Leicestershire -13 44 £35,000 -6.66%
Derbyshire +27 23 £43,750 +82.29% 1
Northamptonshire +18 6 £55,000 +57.14% 1
Lincolnshire - 2 £30,000 - 1
Python
England

Python
Top 30 Related IT Skills in the East Midlands

For the 6 months to 23 February 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.

1 137 (48.41%) Agile Software Development
2 136 (48.06%) Java
3 81 (28.62%) C#
4 80 (28.27%) Big Data
5 74 (26.15%) .NET
6 70 (24.73%) C++
6 70 (24.73%) SQL
7 67 (23.67%) Perl
8 63 (22.26%) JavaScript
9 59 (20.85%) Linux
10 58 (20.49%) Degree
11 57 (20.14%) Retail
12 56 (19.79%) Ruby
13 55 (19.43%) Software Engineering
14 52 (18.37%) PHP
14 52 (18.37%) MySQL
15 51 (18.02%) HTML
16 50 (17.67%) Scrum
17 47 (16.61%) CSS
18 45 (15.90%) C
18 45 (15.90%) Marketing
19 44 (15.55%) Mathematics
19 44 (15.55%) Bash Shell
20 43 (15.19%) R
21 42 (14.84%) TDD
21 42 (14.84%) Apache
22 41 (14.49%) Scala
23 38 (13.43%) Banking
23 38 (13.43%) Computer Science
24 36 (12.72%) Web Development

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 42 (14.84%) Apache
2 36 (12.72%) Apache Spark
3 25 (8.83%) WordPress
4 17 (6.01%) nginx
5 15 (5.30%) JBoss
5 15 (5.30%) Tomcat
6 14 (4.95%) Jetty
6 14 (4.95%) WebLogic
7 13 (4.59%) WebSphere
8 9 (3.18%) OpenStack
9 5 (1.77%) CloudStack
9 5 (1.77%) IIS
10 4 (1.41%) Apache Solr
10 4 (1.41%) Elasticsearch
10 4 (1.41%) SAS
11 1 (0.35%) CMS
11 1 (0.35%) GlassFish
11 1 (0.35%) Oracle SOA Suite
Applications
1 11 (3.89%) MS Excel
2 10 (3.53%) Photoshop
3 2 (0.71%) OmniGraffle
Cloud Services
1 36 (12.72%) Amazon AWS
2 28 (9.89%) SaaS
3 23 (8.13%) Microsoft Azure
4 14 (4.95%) GitHub
5 7 (2.47%) Google Cloud Platform
6 6 (2.12%) MailChimp
7 4 (1.41%) AWS CloudFormation
8 3 (1.06%) Cloud Computing
8 3 (1.06%) Google Analytics
9 2 (0.71%) IaaS
Communications & Networking
1 21 (7.42%) TCP/IP
2 16 (5.65%) Internet
3 14 (4.95%) Firewall
4 12 (4.24%) Network Security
5 11 (3.89%) IPv6
6 7 (2.47%) DNS
7 6 (2.12%) HTTPS
8 4 (1.41%) FTP
8 4 (1.41%) HTTP
8 4 (1.41%) SSH
9 3 (1.06%) VPN
10 2 (0.71%) Reverse Proxy
10 2 (0.71%) RTP
10 2 (0.71%) SSL
10 2 (0.71%) Wireless
10 2 (0.71%) Wireshark
11 1 (0.35%) BGP
11 1 (0.35%) Intranet
11 1 (0.35%) Intrusion Detection
11 1 (0.35%) OSPF
Database & Business Intelligence
1 80 (28.27%) Big Data
2 52 (18.37%) MySQL
3 34 (12.01%) MongoDB
4 17 (6.01%) NoSQL
5 13 (4.59%) SQL Server
6 11 (3.89%) Redis
7 10 (3.53%) Hadoop
8 9 (3.18%) Relational Database
9 8 (2.83%) PostgreSQL
10 5 (1.77%) Couchbase
10 5 (1.77%) Data Mining
10 5 (1.77%) RDBMS
11 4 (1.41%) Apache Cassandra
11 4 (1.41%) Riak
12 1 (0.35%) JasperReports
12 1 (0.35%) Oracle Reports
12 1 (0.35%) SQL Server 2008
Development Applications
1 26 (9.19%) Git (software)
2 21 (7.42%) Jenkins
3 17 (6.01%) Selenium
4 10 (3.53%) Subversion
5 8 (2.83%) Cucumber
6 7 (2.47%) TeamCity
6 7 (2.47%) WebDriver
7 6 (2.12%) Maven
8 4 (1.41%) CMake
8 4 (1.41%) Grunt
8 4 (1.41%) Vagrant
9 3 (1.06%) JIRA
9 3 (1.06%) SpecFlow
10 2 (0.71%) Axure RP
10 2 (0.71%) CruiseControl
10 2 (0.71%) Gradle
11 1 (0.35%) Bitbucket
11 1 (0.35%) Mercurial
11 1 (0.35%) MSBuild
11 1 (0.35%) Team Foundation Server
General
1 57 (20.14%) Retail
2 45 (15.90%) Marketing
3 38 (13.43%) Banking
4 30 (10.60%) Finance
5 24 (8.48%) Telecoms
6 8 (2.83%) Advertising
6 8 (2.83%) French Language
6 8 (2.83%) German Language
7 5 (1.77%) Electronics
7 5 (1.77%) Publishing
8 2 (0.71%) Billing
Job Titles
1 110 (38.87%) Developer
2 36 (12.72%) Analyst
3 32 (11.31%) Java Developer
4 26 (9.19%) Python Developer
5 25 (8.83%) JavaScript Developer
5 25 (8.83%) Software Developer
6 24 (8.48%) Architect
7 22 (7.77%) HTML CSS Developer
7 22 (7.77%) HTML Developer
8 20 (7.07%) Software Engineer
9 19 (6.71%) C# Developer
9 19 (6.71%) DevOps Engineer
10 18 (6.36%) Data Scientist
11 17 (6.01%) Web Developer
11 17 (6.01%) WordPress Developer
12 16 (5.65%) Test Engineer
13 14 (4.95%) Embedded Engineer
13 14 (4.95%) Embedded Software Engineer
13 14 (4.95%) Marketing Analyst
13 14 (4.95%) PHP Developer
Libraries, Frameworks & Software Standards
1 74 (26.15%) .NET
2 51 (18.02%) HTML
3 47 (16.61%) CSS
4 30 (10.60%) Node.js
5 21 (7.42%) HTML5
6 18 (6.36%) AngularJS
6 18 (6.36%) LAMP
7 17 (6.01%) jQuery
8 15 (5.30%) Spring Boot
9 14 (4.95%) React
10 10 (3.53%) Twitter Bootstrap
11 9 (3.18%) CSS3
11 9 (3.18%) Web Services
12 8 (2.83%) Django
13 6 (2.12%) XHTML
14 5 (1.77%) Kafka
14 5 (1.77%) LEMP Stack
14 5 (1.77%) RabbitMQ
14 5 (1.77%) Spring
14 5 (1.77%) Yocto
Miscellaneous
1 38 (13.43%) Computer Science
2 35 (12.37%) Algorithms
3 33 (11.66%) Enterprise Software
4 25 (8.83%) Analytical Skills
5 19 (6.71%) Mobile App
6 17 (6.01%) Data Structures
7 12 (4.24%) Field-Programmable Gate Array
8 11 (3.89%) User Experience
9 10 (3.53%) Social Media
10 9 (3.18%) Embedded Systems
10 9 (3.18%) Verilog
10 9 (3.18%) VHDL
11 6 (2.12%) ASIC
11 6 (2.12%) Blog
12 4 (1.41%) CESG
12 4 (1.41%) Foreign Exchange (FX)
12 4 (1.41%) Hybrid Cloud
12 4 (1.41%) Public Cloud
13 3 (1.06%) W3C
14 1 (0.35%) Device Driver
Operating Systems
1 59 (20.85%) Linux
2 26 (9.19%) Android
3 23 (8.13%) Windows
4 12 (4.24%) Mac OS
4 12 (4.24%) Unix
5 9 (3.18%) Apple iOS
5 9 (3.18%) Red Hat Enterprise Linux
6 7 (2.47%) Embedded Linux
7 4 (1.41%) Ubuntu
8 3 (1.06%) CentOS
9 2 (0.71%) Fedora
9 2 (0.71%) SUSE Linux Enterprise Server
9 2 (0.71%) Windows Server
10 1 (0.35%) Debian
10 1 (0.35%) Windows Server 2008
10 1 (0.35%) Windows Server 2012
Processes & Methodologies
1 137 (48.41%) Agile Software Development
2 55 (19.43%) Software Engineering
3 50 (17.67%) Scrum
4 44 (15.55%) Mathematics
5 42 (14.84%) TDD
6 36 (12.72%) Web Development
7 32 (11.31%) Analytics
8 31 (10.95%) Open Source
9 29 (10.25%) DevOps
10 25 (8.83%) Physics
11 24 (8.48%) Kanban
11 24 (8.48%) Technical Architecture
12 21 (7.42%) OO
13 20 (7.07%) Automation Testing
13 20 (7.07%) Continuous Integration
13 20 (7.07%) SOA
13 20 (7.07%) Statistical Modelling
13 20 (7.07%) Video Processing
14 19 (6.71%) Continuous Delivery
14 19 (6.71%) Machine Learning
Programming Languages
1 136 (48.06%) Java
2 81 (28.62%) C#
3 70 (24.73%) C++
3 70 (24.73%) SQL
4 67 (23.67%) Perl
5 63 (22.26%) JavaScript
6 56 (19.79%) Ruby
7 52 (18.37%) PHP
8 45 (15.90%) C
9 44 (15.55%) Bash Shell
10 43 (15.19%) R
11 41 (14.49%) Scala
12 27 (9.54%) MATLAB
13 22 (7.77%) Go
14 15 (5.30%) Groovy
14 15 (5.30%) Shell Script
15 11 (3.89%) Embedded C
15 11 (3.89%) Embedded C++
16 10 (3.53%) PowerShell
17 9 (3.18%) Tcl
Qualifications
1 58 (20.49%) Degree
2 11 (3.89%) SC Cleared
2 11 (3.89%) Security Cleared
3 8 (2.83%) DV Cleared
4 7 (2.47%) PhD
5 4 (1.41%) CEH
5 4 (1.41%) CREST Certified
5 4 (1.41%) OSCP
5 4 (1.41%) OSWP
6 3 (1.06%) ISTQB
7 1 (0.35%) CCNP
7 1 (0.35%) Cisco Certification
7 1 (0.35%) ISEB
7 1 (0.35%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 32 (11.31%) QA
2 11 (3.89%) JTAG
3 8 (2.83%) MISRA
4 5 (1.77%) GCP
5 1 (0.35%) Data Quality
5 1 (0.35%) WCAG
System Software
1 11 (3.89%) Docker
2 8 (2.83%) Xen
3 7 (2.47%) Firmware
4 5 (1.77%) vSphere
4 5 (1.77%) XenServer
5 4 (1.41%) iptables
5 4 (1.41%) VMware Infrastructure
6 3 (1.06%) KVM
6 3 (1.06%) NFS
7 2 (0.71%) Active Directory
7 2 (0.71%) Postfix
8 1 (0.35%) Hyper-V
8 1 (0.35%) LXC
8 1 (0.35%) Samba
8 1 (0.35%) Squid
8 1 (0.35%) Varnish
8 1 (0.35%) VMware ESXi
Systems Management
1 31 (10.95%) Puppet
2 29 (10.25%) Opscode Chef
3 26 (9.19%) Ansible
4 10 (3.53%) Kubernetes
5 7 (2.47%) HAProxy
6 5 (1.77%) Mesos
7 4 (1.41%) CFEngine
7 4 (1.41%) Kibana
7 4 (1.41%) logstash
7 4 (1.41%) Salt
8 2 (0.71%) Cobbler
8 2 (0.71%) Nagios
8 2 (0.71%) Terraform
8 2 (0.71%) Tivoli
9 1 (0.35%) Cacti
9 1 (0.35%) SCCM
9 1 (0.35%) WMI
9 1 (0.35%) ZABBIX
9 1 (0.35%) Zenoss
Vendors
1 27 (9.54%) Microsoft
2 19 (6.71%) Oracle
2 19 (6.71%) Tableau
3 18 (6.36%) Google
4 11 (3.89%) Red Hat
5 8 (2.83%) VMware
6 5 (1.77%) EnterpriseDB
7 3 (1.06%) Teradata
8 2 (0.71%) Citrix
8 2 (0.71%) Perforce
8 2 (0.71%) Rackspace
8 2 (0.71%) Synopsys
9 1 (0.35%) Juniper
9 1 (0.35%) Splunk
9 1 (0.35%) WSO2
9 1 (0.35%) Xilinx
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