The table below looks at the statistics for Python skills in IT jobs advertised for the Nottingham region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Python
Rank 40 66 64
Rank change year-on-year
+26 -2
Permanent jobs citing Python 50 31 29
As % of all permanent IT jobs located in Nottingham 5.56% 2.70% 3.02%
As % of the Programming Languages category 9.94% 5.19% 5.09%
Number of salaries quoted 46 16 22
Median salary £50,000 £35,000 £43,750
Median salary % change year-on-year
+42.85% -20.00%
90% offered a salary of more than £32,500 £28,000 £29,150
10% offered a salary of more than £67,500 £63,750 £45,000
UK excluding London median salary £47,500 £42,500 £40,000
% change year-on-year
+11.76% +6.25%
Python
Nottinghamshire

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Nottingham region.

Programming Languages Category
Nottingham
Permanent IT job ads with a match in the
Programming Languages category
503 597 570
As % of all permanent IT jobs located in Nottingham 55.95% 51.96% 59.44%
Number of salaries quoted 439 492 464
Median salary £42,500 £40,000 £35,000
Median salary % change year-on-year
+6.25% +14.28%
90% offered a salary of more than £30,000 £25,500 £22,500
10% offered a salary of more than £60,000 £47,500 £49,550
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

Python
Jobs Demand Trend in Nottingham

The demand trend of job ads across the Nottingham region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Nottingham

Python
Salary Trend in Nottingham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python across the Nottingham region.

Python Salary Trend in Nottingham

Python
Salary Histogram in Nottingham

This chart provides a salary histogram for IT jobs citing Python across the Nottingham region over the 3 months to 30 July 2016.

Python Salary Histogram in Nottingham

Python
Top 30 Related IT Skills in Nottingham

For the 6 months to 30 July 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 Nottingham region with a requirement for Python.

1 51 (53.13%) Linux
2 33 (34.38%) Windows
2 33 (34.38%) JavaScript
3 32 (33.33%) Degree
3 32 (33.33%) Analytical Skills
4 31 (32.29%) C++
5 30 (31.25%) PHP
6 29 (30.21%) Agile Software Development
7 28 (29.17%) Perl
7 28 (29.17%) SQL
7 28 (29.17%) Java
8 27 (28.13%) Computer Science
9 24 (25.00%) Unix
10 23 (23.96%) C#
11 22 (22.92%) Shell Script
11 22 (22.92%) TDD
12 21 (21.88%) C
13 19 (19.79%) Finance
14 17 (17.71%) Oracle
14 17 (17.71%) OO
14 17 (17.71%) QA
14 17 (17.71%) Node.js
15 16 (16.67%) Automated Testing
15 16 (16.67%) Software Engineering
16 14 (14.58%) Multithreading
16 14 (14.58%) PowerShell
17 13 (13.54%) OOD
17 13 (13.54%) Ruby
17 13 (13.54%) Bash Shell
18 12 (12.50%) MySQL

Python
Top Related IT Skills in Nottingham 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 7 (7.29%) Elasticsearch
2 5 (5.21%) Apache
2 5 (5.21%) JBoss
2 5 (5.21%) WebLogic
3 4 (4.17%) nginx
4 3 (3.13%) Apache Pig
4 3 (3.13%) Apache Solr
5 2 (2.08%) OpenStack
6 1 (1.04%) SAS
Applications
1 4 (4.17%) MS Excel
2 1 (1.04%) SPSS
Business Applications
1 1 (1.04%) Magento
Cloud Services
1 6 (6.25%) Amazon AWS
2 4 (4.17%) SaaS
3 3 (3.13%) AWS CloudFormation
3 3 (3.13%) Google Cloud Platform
3 3 (3.13%) Microsoft Azure
3 3 (3.13%) Virtual Private Cloud
4 2 (2.08%) Cloud Computing
4 2 (2.08%) SoftLayer
5 1 (1.04%) Google App Engine
5 1 (1.04%) IaaS
Communications & Networking
1 10 (10.42%) VPN
2 8 (8.33%) Firewall
2 8 (8.33%) Intrusion Detection
2 8 (8.33%) LAN
2 8 (8.33%) Network Security
2 8 (8.33%) WAN
3 3 (3.13%) Internet
4 2 (2.08%) IPsec
4 2 (2.08%) OpenVPN
5 1 (1.04%) FTP
5 1 (1.04%) SAN
Database & Business Intelligence
1 12 (12.50%) MySQL
2 5 (5.21%) Hadoop
3 4 (4.17%) Big Data
3 4 (4.17%) PostgreSQL
4 3 (3.13%) Data Mining
4 3 (3.13%) HBase
5 2 (2.08%) Relational Database
6 1 (1.04%) Apache Hive
6 1 (1.04%) MongoDB
6 1 (1.04%) NoSQL
6 1 (1.04%) QlikView
6 1 (1.04%) Spotfire
6 1 (1.04%) SQL Server
Development Applications
1 9 (9.38%) Jenkins
2 4 (4.17%) Git (software)
3 2 (2.08%) ClearCase
3 2 (2.08%) Gradle
3 2 (2.08%) Ranorex
3 2 (2.08%) Selenium
3 2 (2.08%) Visual Studio
4 1 (1.04%) Cucumber
4 1 (1.04%) Hudson
4 1 (1.04%) WebDriver
General
1 19 (19.79%) Finance
2 5 (5.21%) Banking
2 5 (5.21%) Electronics
2 5 (5.21%) Telecoms
3 4 (4.17%) Games
3 4 (4.17%) Marketing
4 3 (3.13%) Pharmaceutical
4 3 (3.13%) Publishing
4 3 (3.13%) Retail
5 2 (2.08%) Billing
Job Titles
1 23 (23.96%) Developer
2 14 (14.58%) Administrator
3 12 (12.50%) C++ Software Engineer
3 12 (12.50%) Software Engineer
4 9 (9.38%) Linux Administrator
4 9 (9.38%) Linux Systems Administrator
4 9 (9.38%) Systems Engineer
5 8 (8.33%) Infrastructure Engineer
5 8 (8.33%) Infrastructure Security Engineer
5 8 (8.33%) Security Engineer
6 7 (7.29%) Linux Engineer
6 7 (7.29%) Linux Systems Engineer
7 6 (6.25%) Java Developer
7 6 (6.25%) Software Developer
8 5 (5.21%) AWS Engineer
8 5 (5.21%) Junior
8 5 (5.21%) Junior Developer
8 5 (5.21%) Lead Software Engineer
8 5 (5.21%) Project Manager
8 5 (5.21%) Systems Administrator
Libraries, Frameworks & Software Standards
1 17 (17.71%) Node.js
2 8 (8.33%) .NET
3 6 (6.25%) CSS
3 6 (6.25%) HTML
4 5 (5.21%) Web Services
5 4 (4.17%) ELK Stack
5 4 (4.17%) LEMP Stack
6 3 (3.13%) AngularJS
6 3 (3.13%) Apache Flex
7 2 (2.08%) ASP.NET Web API
7 2 (2.08%) CSS3
7 2 (2.08%) HTML5
7 2 (2.08%) JSON
7 2 (2.08%) LAMP
7 2 (2.08%) RabbitMQ
7 2 (2.08%) Spring
8 1 (1.04%) Hibernate
8 1 (1.04%) JSP
8 1 (1.04%) Ruby on Rails
8 1 (1.04%) Struts
Miscellaneous
1 32 (33.33%) Analytical Skills
2 27 (28.13%) Computer Science
3 7 (7.29%) Mathematics
4 4 (4.17%) Algorithms
4 4 (4.17%) Artificial Intelligence
4 4 (4.17%) Enterprise Software
4 4 (4.17%) Physics
4 4 (4.17%) Statistics
5 3 (3.13%) CESG
5 3 (3.13%) Chemistry
5 3 (3.13%) Clustering
5 3 (3.13%) Data Structures
5 3 (3.13%) Replication
6 2 (2.08%) Data Centre
6 2 (2.08%) Hybrid Cloud
6 2 (2.08%) Public Cloud
7 1 (1.04%) Private Cloud
7 1 (1.04%) Visualisation
Operating Systems
1 51 (53.13%) Linux
2 33 (34.38%) Windows
3 24 (25.00%) Unix
4 6 (6.25%) Red Hat Enterprise Linux
5 5 (5.21%) CentOS
5 5 (5.21%) Ubuntu
6 4 (4.17%) SUSE
6 4 (4.17%) SUSE Linux Enterprise Server
6 4 (4.17%) Windows Server
6 4 (4.17%) Windows Server 2003
6 4 (4.17%) Windows Server 2008
6 4 (4.17%) Windows Server 2012
7 2 (2.08%) Mac OS X
7 2 (2.08%) Solaris
8 1 (1.04%) Android
8 1 (1.04%) Apple iOS
Processes & Methodologies
1 29 (30.21%) Agile Software Development
2 22 (22.92%) TDD
3 17 (17.71%) OO
4 16 (16.67%) Automated Testing
4 16 (16.67%) Software Engineering
5 14 (14.58%) Multithreading
6 13 (13.54%) OOD
7 12 (12.50%) Low Latency
8 10 (10.42%) DevOps
9 9 (9.38%) Continuous Integration
10 7 (7.29%) Analytics
11 6 (6.25%) Mentoring
11 6 (6.25%) Open Source
12 5 (5.21%) Line Management
12 5 (5.21%) PRINCE2
12 5 (5.21%) Project Management
13 4 (4.17%) Continuous Improvement
13 4 (4.17%) Microservices
13 4 (4.17%) Server Virtualisation
13 4 (4.17%) Virtual Environments
Programming Languages
1 33 (34.38%) JavaScript
2 31 (32.29%) C++
3 30 (31.25%) PHP
4 28 (29.17%) Java
4 28 (29.17%) Perl
4 28 (29.17%) SQL
5 23 (23.96%) C#
6 22 (22.92%) Shell Script
7 21 (21.88%) C
8 14 (14.58%) PowerShell
9 13 (13.54%) Bash Shell
9 13 (13.54%) Ruby
10 7 (7.29%) R
11 5 (5.21%) Go
12 4 (4.17%) Korn
12 4 (4.17%) MATLAB
13 3 (3.13%) PL/SQL
13 3 (3.13%) Scala
14 2 (2.08%) Objective-C
15 1 (1.04%) VB.NET
Qualifications
1 32 (33.33%) Degree
2 3 (3.13%) CEH
2 3 (3.13%) CREST Certified
2 3 (3.13%) OSCP
2 3 (3.13%) OSWP
3 1 (1.04%) AWS Certification
Quality Assurance & Compliance
1 17 (17.71%) QA
2 1 (1.04%) MiFID
System Software
1 7 (7.29%) Firmware
2 5 (5.21%) VMware Infrastructure
3 4 (4.17%) VMware ESXi
4 3 (3.13%) Apache ZooKeeper
5 2 (2.08%) Docker
5 2 (2.08%) Microsoft Virtual Server
5 2 (2.08%) Virtual Servers
6 1 (1.04%) KVM
6 1 (1.04%) Xen
Systems Management
1 11 (11.46%) Ansible
2 10 (10.42%) Opscode Chef
2 10 (10.42%) Puppet
3 7 (7.29%) Kibana
4 5 (5.21%) Rundeck
5 4 (4.17%) Icinga
5 4 (4.17%) logstash
6 3 (3.13%) Graphite
6 3 (3.13%) Graylog
6 3 (3.13%) HAProxy
6 3 (3.13%) Nagios
6 3 (3.13%) ZABBIX
7 1 (1.04%) Terraform
Vendors
1 17 (17.71%) Oracle
2 8 (8.33%) Microsoft
3 6 (6.25%) Red Hat
3 6 (6.25%) VMware
4 5 (5.21%) Google
5 3 (3.13%) Cognizant
5 3 (3.13%) Dynatrace
5 3 (3.13%) Percona
5 3 (3.13%) Splunk
6 2 (2.08%) Dell
6 2 (2.08%) HP
6 2 (2.08%) IBM
6 2 (2.08%) TIBCO
7 1 (1.04%) Alteryx
7 1 (1.04%) SIMUL8
7 1 (1.04%) Tableau
7 1 (1.04%) Zend
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Posted: Yesterday
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