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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Python
England / East Midlands
Rank 47 81 119
Rank change year-on-year
+34 +38
Permanent jobs citing Python 140 89 47
As % of all permanent IT jobs located in the East Midlands 4.86% 2.82% 1.49%
As % of the Programming Languages category 8.77% 5.27% 2.90%
Number of salaries quoted 129 72 36
Median salary £42,500 £36,750 £42,750
Median salary % change year-on-year
+15.64% -14.03%
90% offered a salary of more than £32,500 £24,000 £30,000
10% offered a salary of more than £70,000 £45,000 £45,000
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
1596 1689 1618
As % of all permanent IT jobs located in the East Midlands 55.44% 53.43% 51.20%
Number of salaries quoted 1370 1414 1430
Median salary £40,000 £37,500 £38,000
Median salary % change year-on-year
+6.66% -1.31%
90% offered a salary of more than £27,500 £25,500 £25,000
10% offered a salary of more than £55,000 £50,000 £50,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 24 January 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 24 January 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 +11 75 £45,000 +28.57% 10
Leicestershire -5 33 £40,000 +6.66% 3
Derbyshire +28 18 £45,000 +87.50% 1
Northamptonshire +8 3 £50,000 +66.66% 1
Python
England

Python
Top 30 Related IT Skills in the East Midlands

For the 6 months to 24 January 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.

1 134 (47.02%) Agile Software Development
2 132 (46.32%) Java
3 91 (31.93%) C++
4 84 (29.47%) C#
5 72 (25.26%) .NET
6 69 (24.21%) Linux
7 68 (23.86%) Big Data
8 67 (23.51%) Software Engineering
9 65 (22.81%) SQL
10 63 (22.11%) Perl
11 62 (21.75%) JavaScript
12 61 (21.40%) Degree
13 58 (20.35%) Bash Shell
14 57 (20.00%) Ruby
15 56 (19.65%) C
16 54 (18.95%) HTML
17 51 (17.89%) Retail
18 49 (17.19%) CSS
19 48 (16.84%) PHP
20 47 (16.49%) MySQL
20 47 (16.49%) Scrum
21 46 (16.14%) TDD
22 44 (15.44%) Mathematics
23 40 (14.04%) R
23 40 (14.04%) Algorithms
24 39 (13.68%) Computer Science
25 37 (12.98%) Marketing
25 37 (12.98%) Enterprise Software
26 36 (12.63%) Banking
27 34 (11.93%) Finance

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 34 (11.93%) Apache
2 26 (9.12%) Apache Spark
3 23 (8.07%) WordPress
4 13 (4.56%) JBoss
4 13 (4.56%) WebLogic
5 12 (4.21%) Jetty
5 12 (4.21%) nginx
5 12 (4.21%) Tomcat
5 12 (4.21%) WebSphere
6 8 (2.81%) OpenStack
7 6 (2.11%) Elasticsearch
8 4 (1.40%) Apache Solr
8 4 (1.40%) CloudStack
8 4 (1.40%) SAS
9 2 (0.70%) IIS
10 1 (0.35%) Apache Pig
10 1 (0.35%) CMS
10 1 (0.35%) Oracle SOA Suite
Applications
1 13 (4.56%) MS Excel
2 9 (3.16%) Photoshop
Business Applications
1 1 (0.35%) Dynamics CRM
Cloud Services
1 31 (10.88%) Amazon AWS
2 29 (10.18%) SaaS
3 22 (7.72%) Microsoft Azure
4 9 (3.16%) GitHub
5 6 (2.11%) MailChimp
6 3 (1.05%) Cloud Computing
7 2 (0.70%) AWS CloudFormation
7 2 (0.70%) Google Analytics
7 2 (0.70%) IaaS
8 1 (0.35%) Amazon EC2
8 1 (0.35%) Amazon S3
8 1 (0.35%) AWS Lambda
8 1 (0.35%) Google Cloud Platform
8 1 (0.35%) Office 365
Communications & Networking
1 23 (8.07%) TCP/IP
2 17 (5.96%) Internet
3 14 (4.91%) Network Security
4 13 (4.56%) IPv6
5 8 (2.81%) Firewall
6 2 (0.70%) DNS
6 2 (0.70%) FTP
6 2 (0.70%) HTTP
6 2 (0.70%) HTTPS
6 2 (0.70%) RTP
6 2 (0.70%) SSH
6 2 (0.70%) Wireshark
7 1 (0.35%) BGP
7 1 (0.35%) Intranet
7 1 (0.35%) IPsec
7 1 (0.35%) OSPF
7 1 (0.35%) SSL
7 1 (0.35%) VoIP
7 1 (0.35%) VPN
7 1 (0.35%) Wireless
Database & Business Intelligence
1 68 (23.86%) Big Data
2 47 (16.49%) MySQL
3 29 (10.18%) MongoDB
4 14 (4.91%) NoSQL
5 12 (4.21%) SQL Server
6 9 (3.16%) Hadoop
7 8 (2.81%) PostgreSQL
8 7 (2.46%) Redis
9 6 (2.11%) Data Mining
10 5 (1.75%) Relational Database
11 4 (1.40%) Apache Cassandra
11 4 (1.40%) Couchbase
11 4 (1.40%) Riak
12 2 (0.70%) RDBMS
12 2 (0.70%) SQL Server 2008
13 1 (0.35%) HBase
13 1 (0.35%) JasperReports
13 1 (0.35%) Oracle Reports
Development Applications
1 31 (10.88%) Git (software)
2 27 (9.47%) Jenkins
3 16 (5.61%) Selenium
4 15 (5.26%) Subversion
5 13 (4.56%) Maven
6 9 (3.16%) Cucumber
7 8 (2.81%) WebDriver
8 6 (2.11%) CMake
8 6 (2.11%) Grunt
8 6 (2.11%) Vagrant
9 5 (1.75%) TeamCity
10 2 (0.70%) CruiseControl
10 2 (0.70%) Gradle
10 2 (0.70%) JIRA
11 1 (0.35%) Bitbucket
11 1 (0.35%) SpecFlow
General
1 51 (17.89%) Retail
2 37 (12.98%) Marketing
3 36 (12.63%) Banking
4 34 (11.93%) Finance
5 24 (8.42%) Telecoms
6 9 (3.16%) Electronics
7 8 (2.81%) French Language
7 8 (2.81%) German Language
8 7 (2.46%) Publishing
9 5 (1.75%) Advertising
10 3 (1.05%) Games
11 2 (0.70%) Billing
Job Titles
1 109 (38.25%) Developer
2 34 (11.93%) Analyst
2 34 (11.93%) Software Engineer
3 32 (11.23%) Software Developer
4 31 (10.88%) Java Developer
5 26 (9.12%) Architect
6 22 (7.72%) Python Developer
7 21 (7.37%) Embedded Engineer
8 20 (7.02%) C++ Software Engineer
8 20 (7.02%) Embedded Software Engineer
9 19 (6.67%) HTML CSS Developer
9 19 (6.67%) HTML Developer
9 19 (6.67%) JavaScript Developer
10 17 (5.96%) C# Developer
10 17 (5.96%) Data Scientist
10 17 (5.96%) DevOps Engineer
11 15 (5.26%) Web Developer
11 15 (5.26%) WordPress Developer
12 14 (4.91%) Enterprise Infrastructure Architect
12 14 (4.91%) Enterprise Solutions Architect
Libraries, Frameworks & Software Standards
1 72 (25.26%) .NET
2 54 (18.95%) HTML
3 49 (17.19%) CSS
4 34 (11.93%) Node.js
5 26 (9.12%) HTML5
6 18 (6.32%) AngularJS
7 15 (5.26%) CSS3
8 13 (4.56%) jQuery
8 13 (4.56%) Spring Boot
8 13 (4.56%) Web Services
9 12 (4.21%) LAMP
9 12 (4.21%) React
10 11 (3.86%) Yocto
11 9 (3.16%) Twitter Bootstrap
12 8 (2.81%) RabbitMQ
13 6 (2.11%) ELK Stack
13 6 (2.11%) LLVM
13 6 (2.11%) XHTML
14 5 (1.75%) Django
14 5 (1.75%) JSON
Miscellaneous
1 44 (15.44%) Mathematics
2 40 (14.04%) Algorithms
3 39 (13.68%) Computer Science
4 37 (12.98%) Enterprise Software
5 26 (9.12%) Physics
6 25 (8.77%) Analytical Skills
7 18 (6.32%) Field-Programmable Gate Array
8 14 (4.91%) Data Structures
8 14 (4.91%) Embedded Systems
8 14 (4.91%) Verilog
8 14 (4.91%) VHDL
9 13 (4.56%) Mobile App
9 13 (4.56%) Visualisation
10 9 (3.16%) Social Media
11 8 (2.81%) Smartphone
12 7 (2.46%) Statistics
12 7 (2.46%) User Experience
13 6 (2.11%) ASIC
13 6 (2.11%) CESG
14 5 (1.75%) Informatics
Operating Systems
1 69 (24.21%) Linux
2 31 (10.88%) Android
3 26 (9.12%) Windows
4 15 (5.26%) Embedded Linux
5 13 (4.56%) Mac OS
5 13 (4.56%) Unix
6 9 (3.16%) Apple iOS
7 6 (2.11%) Red Hat Enterprise Linux
8 4 (1.40%) Ubuntu
9 2 (0.70%) SUSE Linux Enterprise Server
10 1 (0.35%) CentOS
10 1 (0.35%) Windows Server
10 1 (0.35%) Windows Server 2008
10 1 (0.35%) Windows Server 2012
Processes & Methodologies
1 134 (47.02%) Agile Software Development
2 67 (23.51%) Software Engineering
3 47 (16.49%) Scrum
4 46 (16.14%) TDD
5 32 (11.23%) Web Development
6 29 (10.18%) Computer Vision
7 28 (9.82%) Analytics
8 27 (9.47%) Image Processing
8 27 (9.47%) Open Source
9 26 (9.12%) Technical Architecture
9 26 (9.12%) Video Processing
10 25 (8.77%) Multithreading
11 23 (8.07%) DevOps
12 22 (7.72%) Continuous Integration
13 21 (7.37%) OO
14 20 (7.02%) Kanban
14 20 (7.02%) SOA
15 19 (6.67%) Statistical Modelling
16 18 (6.32%) Machine Learning
17 17 (5.96%) Continuous Delivery
Programming Languages
1 132 (46.32%) Java
2 91 (31.93%) C++
3 84 (29.47%) C#
4 65 (22.81%) SQL
5 63 (22.11%) Perl
6 62 (21.75%) JavaScript
7 58 (20.35%) Bash Shell
8 57 (20.00%) Ruby
9 56 (19.65%) C
10 48 (16.84%) PHP
11 40 (14.04%) R
12 32 (11.23%) MATLAB
13 31 (10.88%) Scala
14 25 (8.77%) Groovy
15 21 (7.37%) Go
16 17 (5.96%) Shell Script
17 14 (4.91%) Embedded C++
18 13 (4.56%) Embedded C
18 13 (4.56%) Tcl
19 11 (3.86%) PowerShell
Qualifications
1 61 (21.40%) Degree
2 13 (4.56%) SC Cleared
2 13 (4.56%) Security Cleared
3 11 (3.86%) PhD
4 8 (2.81%) DV Cleared
5 6 (2.11%) CEH
5 6 (2.11%) CREST Certified
5 6 (2.11%) OSCP
5 6 (2.11%) OSWP
6 3 (1.05%) 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 31 (10.88%) QA
2 13 (4.56%) JTAG
3 9 (3.16%) MISRA
4 1 (0.35%) Data Quality
4 1 (0.35%) GCP
4 1 (0.35%) WCAG
System Software
1 14 (4.91%) Firmware
2 8 (2.81%) Docker
3 6 (2.11%) Xen
4 4 (1.40%) vSphere
4 4 (1.40%) XenServer
5 3 (1.05%) KVM
6 2 (0.70%) iptables
7 1 (0.35%) Active Directory
7 1 (0.35%) LXC
7 1 (0.35%) vCloud
7 1 (0.35%) Virtual Machines
7 1 (0.35%) VMware ESXi
7 1 (0.35%) VMware Infrastructure
Systems Management
1 25 (8.77%) Puppet
2 24 (8.42%) Ansible
3 23 (8.07%) Opscode Chef
4 9 (3.16%) Kubernetes
5 5 (1.75%) Kibana
5 5 (1.75%) logstash
5 5 (1.75%) Salt
6 4 (1.40%) Mesos
7 2 (0.70%) CFEngine
7 2 (0.70%) HAProxy
8 1 (0.35%) Cobbler
8 1 (0.35%) Icinga
8 1 (0.35%) Nagios
8 1 (0.35%) SCCM
8 1 (0.35%) Terraform
8 1 (0.35%) Tivoli
8 1 (0.35%) ZABBIX
Vendors
1 27 (9.47%) Microsoft
2 20 (7.02%) Oracle
3 17 (5.96%) Google
3 17 (5.96%) Tableau
4 7 (2.46%) Red Hat
5 6 (2.11%) VMware
6 4 (1.40%) EnterpriseDB
7 3 (1.05%) Altera
7 3 (1.05%) Xilinx
8 2 (0.70%) Citrix
8 2 (0.70%) Perforce
8 2 (0.70%) Synopsys
8 2 (0.70%) Teradata
9 1 (0.35%) Juniper
9 1 (0.35%) Percona
9 1 (0.35%) ServiceNow
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