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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Python
Rank 65 128 134
Rank change year-on-year
+63 +6
Permanent jobs citing Python 127 55 51
As % of all permanent IT jobs located in the East Midlands 4.00% 1.57% 1.40%
As % of the Programming Languages category 7.44% 2.82% 2.69%
Number of salaries quoted 124 32 47
Median salary £42,500 £35,184 £37,500
Median salary % change year-on-year
+20.79% -6.17%
90% offered a salary of more than £32,500 £30,400 £22,000
10% offered a salary of more than £70,000 £45,000 £45,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
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
1708 1951 1895
As % of all permanent IT jobs located in the East Midlands 53.80% 55.60% 52.15%
Number of salaries quoted 1447 1631 1711
Median salary £40,000 £37,500 £37,500
Median salary % change year-on-year
+6.66% -
90% offered a salary of more than £29,500 £25,500 £24,969
10% offered a salary of more than £55,000 £50,000 £50,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 9 December 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 9 December 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 +27 64 £50,000 +38.88% 4
Leicestershire +7 24 £40,000 +13.68% 4
Derbyshire +29 16 £40,000 +14.28% 1
Northamptonshire +7 8 £40,000 -11.11%
Python
England

Python
Top 30 Related IT Skills in the East Midlands

For the 6 months to 9 December 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.

1 124 (43.66%) Agile Software Development
2 120 (42.25%) Java
3 118 (41.55%) C++
4 98 (34.51%) Linux
5 88 (30.99%) C#
6 80 (28.17%) Software Engineering
7 77 (27.11%) SQL
8 73 (25.70%) Degree
9 71 (25.00%) Bash Shell
10 70 (24.65%) C
11 60 (21.13%) JavaScript
12 59 (20.77%) Big Data
13 57 (20.07%) Perl
14 56 (19.72%) .NET
15 46 (16.20%) Scrum
15 46 (16.20%) Node.js
16 45 (15.85%) Computer Vision
16 45 (15.85%) Mathematics
16 45 (15.85%) Computer Science
17 44 (15.49%) TDD
18 43 (15.14%) Algorithms
19 41 (14.44%) Windows
20 40 (14.08%) HTML
21 39 (13.73%) Ruby
21 39 (13.73%) Image Processing
22 38 (13.38%) Retail
22 38 (13.38%) Finance
23 37 (13.03%) R
24 36 (12.68%) Enterprise Software
24 36 (12.68%) MATLAB

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 (8.45%) Apache Spark
2 23 (8.10%) Apache
3 12 (4.23%) JBoss
3 12 (4.23%) WebLogic
3 12 (4.23%) WebSphere
4 11 (3.87%) Jetty
4 11 (3.87%) Tomcat
5 10 (3.52%) Elasticsearch
6 8 (2.82%) OpenStack
7 7 (2.46%) nginx
8 5 (1.76%) WordPress
9 4 (1.41%) Apache Solr
9 4 (1.41%) CloudStack
9 4 (1.41%) SAS
10 1 (0.35%) Apache Pig
10 1 (0.35%) CMS
10 1 (0.35%) ejabberd
10 1 (0.35%) IIS
10 1 (0.35%) Oracle SOA Suite
Applications
1 13 (4.58%) MS Excel
Business Applications
1 1 (0.35%) Dynamics CRM
Cloud Services
1 30 (10.56%) SaaS
2 25 (8.80%) Amazon AWS
3 21 (7.39%) Microsoft Azure
4 12 (4.23%) GitHub
5 1 (0.35%) Amazon EC2
5 1 (0.35%) Amazon S3
5 1 (0.35%) AWS Lambda
5 1 (0.35%) Cloud Computing
5 1 (0.35%) Office 365
Communications & Networking
1 28 (9.86%) TCP/IP
2 12 (4.23%) Network Security
3 11 (3.87%) IPv6
4 10 (3.52%) Internet
5 6 (2.11%) Firewall
6 2 (0.70%) RTP
6 2 (0.70%) Wireshark
7 1 (0.35%) BGP
7 1 (0.35%) HTTP
7 1 (0.35%) Intranet
7 1 (0.35%) IPsec
7 1 (0.35%) OSPF
7 1 (0.35%) SAN
7 1 (0.35%) SSL
7 1 (0.35%) VoIP
7 1 (0.35%) VPN
7 1 (0.35%) Wireless
Database & Business Intelligence
1 59 (20.77%) Big Data
2 36 (12.68%) MySQL
3 18 (6.34%) MongoDB
4 15 (5.28%) NoSQL
5 12 (4.23%) SQL Server
6 10 (3.52%) Hadoop
7 8 (2.82%) PostgreSQL
8 7 (2.46%) Redis
9 6 (2.11%) Data Mining
10 4 (1.41%) Apache Cassandra
10 4 (1.41%) Couchbase
10 4 (1.41%) Riak
11 3 (1.06%) Relational Database
12 2 (0.70%) SQL Server 2008
13 1 (0.35%) Amazon Redshift
13 1 (0.35%) HBase
13 1 (0.35%) JasperReports
13 1 (0.35%) Oracle Reports
13 1 (0.35%) Parquet
13 1 (0.35%) QlikView
Development Applications
1 31 (10.92%) Git (software)
2 28 (9.86%) Jenkins
3 20 (7.04%) Subversion
4 19 (6.69%) Maven
5 12 (4.23%) Selenium
6 9 (3.17%) Cucumber
7 8 (2.82%) Vagrant
7 8 (2.82%) WebDriver
8 7 (2.46%) CMake
8 7 (2.46%) Grunt
9 5 (1.76%) TeamCity
10 1 (0.35%) Appium
10 1 (0.35%) CruiseControl
10 1 (0.35%) JIRA
10 1 (0.35%) JUnit
10 1 (0.35%) Ranorex
10 1 (0.35%) SoapUI
10 1 (0.35%) Xcode
General
1 38 (13.38%) Finance
1 38 (13.38%) Retail
2 30 (10.56%) Banking
3 23 (8.10%) Marketing
4 18 (6.34%) Telecoms
5 9 (3.17%) Electronics
5 9 (3.17%) Publishing
6 8 (2.82%) Advertising
7 5 (1.76%) Games
8 3 (1.06%) Billing
Job Titles
1 101 (35.56%) Developer
2 53 (18.66%) Software Engineer
3 41 (14.44%) Software Developer
4 32 (11.27%) Analyst
5 31 (10.92%) C++ Software Engineer
6 28 (9.86%) Embedded Engineer
7 27 (9.51%) Embedded Software Engineer
7 27 (9.51%) Java Developer
8 24 (8.45%) Architect
9 18 (6.34%) C# Developer
10 17 (5.99%) Senior Developer
11 15 (5.28%) Data Scientist
11 15 (5.28%) Python Developer
12 14 (4.93%) Embedded Developer
12 14 (4.93%) Embedded Software Developer
12 14 (4.93%) Linux Engineer
13 13 (4.58%) Administrator
13 13 (4.58%) Enterprise Infrastructure Architect
13 13 (4.58%) Infrastructure Architect
13 13 (4.58%) Solutions Architect
Libraries, Frameworks & Software Standards
1 56 (19.72%) .NET
2 46 (16.20%) Node.js
3 40 (14.08%) HTML
4 34 (11.97%) CSS
5 24 (8.45%) HTML5
6 19 (6.69%) AngularJS
6 19 (6.69%) CSS3
7 12 (4.23%) Web Services
7 12 (4.23%) Yocto
8 11 (3.87%) React
9 9 (3.17%) Spring Boot
10 8 (2.82%) ASP.NET
10 8 (2.82%) ELK Stack
11 7 (2.46%) Django
11 7 (2.46%) Entity Framework
11 7 (2.46%) LLVM
12 5 (1.76%) .NET Framework
12 5 (1.76%) Spring
13 4 (1.41%) Lucene
13 4 (1.41%) XML
Miscellaneous
1 45 (15.85%) Computer Science
1 45 (15.85%) Mathematics
2 43 (15.14%) Algorithms
3 36 (12.68%) Enterprise Software
4 32 (11.27%) Analytical Skills
5 31 (10.92%) Physics
6 28 (9.86%) Field-Programmable Gate Array
7 21 (7.39%) Embedded Systems
8 20 (7.04%) Verilog
8 20 (7.04%) VHDL
9 15 (5.28%) Smartphone
10 12 (4.23%) Visualisation
11 8 (2.82%) CESG
11 8 (2.82%) Data Structures
11 8 (2.82%) Statistics
12 7 (2.46%) Cryptography
13 6 (2.11%) Blog
14 5 (1.76%) ASIC
15 4 (1.41%) Foreign Exchange (FX)
15 4 (1.41%) Social Media
Operating Systems
1 98 (34.51%) Linux
2 41 (14.44%) Windows
3 35 (12.32%) Android
4 24 (8.45%) Embedded Linux
5 19 (6.69%) Unix
6 11 (3.87%) Mac OS
7 10 (3.52%) Apple iOS
8 6 (2.11%) Red Hat Enterprise Linux
8 6 (2.11%) Ubuntu
9 5 (1.76%) CentOS
10 3 (1.06%) Mac OS X
11 2 (0.70%) SUSE Linux Enterprise Server
11 2 (0.70%) Windows Server
12 1 (0.35%) Debian
12 1 (0.35%) Windows Phone
12 1 (0.35%) Windows Server 2008
12 1 (0.35%) Windows Server 2012
Processes & Methodologies
1 124 (43.66%) Agile Software Development
2 80 (28.17%) Software Engineering
3 46 (16.20%) Scrum
4 45 (15.85%) Computer Vision
5 44 (15.49%) TDD
6 39 (13.73%) Image Processing
7 33 (11.62%) OO
8 32 (11.27%) Video Processing
9 31 (10.92%) Multithreading
10 26 (9.15%) Open Source
11 24 (8.45%) Continuous Integration
11 24 (8.45%) Technical Architecture
12 21 (7.39%) Automated Testing
13 20 (7.04%) Analytics
14 18 (6.34%) Embedded Software Development
14 18 (6.34%) Mentoring
15 16 (5.63%) Machine Learning
15 16 (5.63%) Statistical Modelling
15 16 (5.63%) Web Development
16 14 (4.93%) OOD
Programming Languages
1 120 (42.25%) Java
2 118 (41.55%) C++
3 88 (30.99%) C#
4 77 (27.11%) SQL
5 71 (25.00%) Bash Shell
6 70 (24.65%) C
7 60 (21.13%) JavaScript
8 57 (20.07%) Perl
9 39 (13.73%) Ruby
10 37 (13.03%) R
11 36 (12.68%) MATLAB
12 29 (10.21%) Groovy
13 28 (9.86%) PHP
14 27 (9.51%) Shell Script
15 19 (6.69%) PowerShell
15 19 (6.69%) Scala
16 17 (5.99%) Tcl
17 12 (4.23%) Embedded C++
18 11 (3.87%) Embedded C
18 11 (3.87%) Go
Qualifications
1 73 (25.70%) Degree
2 12 (4.23%) SC Cleared
2 12 (4.23%) Security Cleared
3 10 (3.52%) PhD
4 8 (2.82%) CEH
4 8 (2.82%) CREST Certified
4 8 (2.82%) OSCP
4 8 (2.82%) OSWP
5 7 (2.46%) DV Cleared
6 1 (0.35%) CCNP
6 1 (0.35%) Cisco Certification
Quality Assurance & Compliance
1 28 (9.86%) QA
2 11 (3.87%) JTAG
3 8 (2.82%) MISRA
4 1 (0.35%) Data Quality
4 1 (0.35%) WCAG
System Software
1 21 (7.39%) Firmware
2 7 (2.46%) Xen
3 4 (1.41%) KVM
3 4 (1.41%) vSphere
3 4 (1.41%) XenServer
4 3 (1.06%) Docker
5 2 (0.70%) VMware Infrastructure
6 1 (0.35%) Active Directory
6 1 (0.35%) Hyper-V
6 1 (0.35%) LXC
6 1 (0.35%) vCloud
6 1 (0.35%) Virtual Machines
6 1 (0.35%) VMware ESXi
Systems Management
1 18 (6.34%) Ansible
2 16 (5.63%) Puppet
3 14 (4.93%) Opscode Chef
4 7 (2.46%) Kibana
4 7 (2.46%) logstash
5 5 (1.76%) Salt
6 3 (1.06%) Icinga
7 1 (0.35%) Cobbler
7 1 (0.35%) Kubernetes
7 1 (0.35%) Nagios
7 1 (0.35%) SCCM
7 1 (0.35%) Terraform
7 1 (0.35%) Tivoli
7 1 (0.35%) ZABBIX
Vendors
1 32 (11.27%) Oracle
2 26 (9.15%) Microsoft
3 15 (5.28%) Tableau
4 8 (2.82%) Google
5 7 (2.46%) Red Hat
6 6 (2.11%) Altera
6 6 (2.11%) VMware
6 6 (2.11%) Xilinx
7 4 (1.41%) EnterpriseDB
8 3 (1.06%) Percona
8 3 (1.06%) Synopsys
9 2 (0.70%) Citrix
10 1 (0.35%) Juniper
10 1 (0.35%) Perforce
10 1 (0.35%) ServiceNow
10 1 (0.35%) Teradata
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