Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Nottingham with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Python
Nottinghamshire > Nottingham
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 42 41 94
Rank change year-on-year -1 +53 -21
Permanent jobs citing Python 122 121 56
As % of all permanent IT jobs advertised in Nottingham 6.51% 5.97% 2.42%
As % of the Programming Languages category 10.37% 10.74% 4.45%
Number of salaries quoted 109 122 31
Nottingham median annual salary £52,500 £50,000 £45,000
Median salary % change year-on-year +5.00% +11.11% +1.12%
10th Percentile £37,250 £32,500 £30,000
90th Percentile £65,000 £82,500 £72,500
Nottinghamshire median annual salary £52,000 £50,000 £45,000
% change year-on-year +4.00% +11.11% +2.27%

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Nottingham with a requirement for coding skills.

All Programming Languages
Nottingham
Permanent vacancies with a requirement for coding skills 1176 1127 1259
As % of all permanent IT jobs advertised in Nottingham 62.75% 55.60% 54.46%
Number of salaries quoted 1033 969 1015
Nottingham median annual salary £42,500 £42,500 £37,500
Median salary % change year-on-year - +13.33% -
10th Percentile £27,500 £26,750 £23,750
90th Percentile £65,000 £66,250 £53,750
Nottinghamshire median annual salary £42,500 £40,500 £37,500
% change year-on-year +4.94% +8.00% +7.14%

Python
Job Vacancy Trend in Nottingham

Job postings citing Python as a percentage of all IT jobs advertised in Nottingham.

Job vacancy trend for Python in Nottingham

Python
Salary Trend in Nottingham

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

Salary trend for Python in Nottingham

Python
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Python in Nottingham over the 6 months to 23 November 2017.

Salary histogram for Python in Nottingham

For the 6 months to 23 November 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 Nottingham region with a requirement for Python.

1 77 (63.11%) Agile Software Development
2 63 (51.64%) Java
3 57 (46.72%) JavaScript
4 56 (45.90%) Ruby
5 53 (43.44%) Linux
6 41 (33.61%) SQL
7 40 (32.79%) Continuous Integration
8 37 (30.33%) C#
9 36 (29.51%) DevOps
10 35 (28.69%) Amazon AWS
11 34 (27.87%) Bash Shell
11 34 (27.87%) Jenkins
12 33 (27.05%) Test Automation
13 30 (24.59%) HTML
13 30 (24.59%) Unix
13 30 (24.59%) Ansible
14 24 (19.67%) Opscode Chef
14 24 (19.67%) MySQL
14 24 (19.67%) JMeter
14 24 (19.67%) Puppet
15 23 (18.85%) Oracle
15 23 (18.85%) Calabash
15 23 (18.85%) Appium
16 22 (18.03%) PHP
16 22 (18.03%) CSS
16 22 (18.03%) TeamCity
17 21 (17.21%) TDD
18 20 (16.39%) PostgreSQL
18 20 (16.39%) HTML5
19 19 (15.57%) Cucumber

Python
Co-occurring 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 14 (11.48%) Confluence
2 9 (7.38%) Elasticsearch
3 6 (4.92%) nginx
3 6 (4.92%) OpenStack
4 5 (4.10%) Adobe Experience Manager
4 5 (4.10%) Alfresco
4 5 (4.10%) CloudStack
4 5 (4.10%) CMS
4 5 (4.10%) JBoss
4 5 (4.10%) Liferay
4 5 (4.10%) WebLogic
4 5 (4.10%) WebSphere
5 3 (2.46%) SAS
5 3 (2.46%) WebSphere Application Server
6 2 (1.64%) Apache Spark
6 2 (1.64%) Jetty
6 2 (1.64%) Tomcat
7 1 (0.82%) Apache Solr
Applications
1 1 (0.82%) Microsoft Excel
1 1 (0.82%) Microsoft PowerPoint
Cloud Services
1 35 (28.69%) Amazon AWS
2 15 (12.30%) Microsoft Azure
3 4 (3.28%) IaaS
4 3 (2.46%) SaaS
5 2 (1.64%) AWS CloudFormation
6 1 (0.82%) Amazon CloudWatch
6 1 (0.82%) AWS Lambda
6 1 (0.82%) Cloud Computing
6 1 (0.82%) PaaS
6 1 (0.82%) Serverless
Communications & Networking
1 8 (6.56%) Firewall
2 4 (3.28%) BGP
2 4 (3.28%) Cisco ASA
2 4 (3.28%) Cisco IOS
2 4 (3.28%) EIGRP
2 4 (3.28%) F5 BIG-IP LTM
2 4 (3.28%) HSRP
2 4 (3.28%) HTTP
2 4 (3.28%) IPsec
2 4 (3.28%) Network Security
2 4 (3.28%) NX-OS
2 4 (3.28%) SSL
2 4 (3.28%) TCP/IP
2 4 (3.28%) VRRP
2 4 (3.28%) Wireshark
3 1 (0.82%) AMQP
3 1 (0.82%) Internet
3 1 (0.82%) VPN
Database & Business Intelligence
1 24 (19.67%) MySQL
2 20 (16.39%) PostgreSQL
3 15 (12.30%) NoSQL
4 8 (6.56%) Apache Cassandra
4 8 (6.56%) SQL Server
5 4 (3.28%) Hadoop
5 4 (3.28%) MongoDB
5 4 (3.28%) Oracle Database
5 4 (3.28%) Redis
6 3 (2.46%) Big Data
6 3 (2.46%) QlikView
6 3 (2.46%) RDBMS
6 3 (2.46%) Relational Database
7 2 (1.64%) Couchbase
7 2 (1.64%) Riak
7 2 (1.64%) SQL Server Integration Services
8 1 (0.82%) Oracle Database 10g
8 1 (0.82%) Oracle Database 11g
8 1 (0.82%) Spotfire
8 1 (0.82%) SQLPlus
Development Applications
1 34 (27.87%) Jenkins
2 24 (19.67%) JMeter
3 23 (18.85%) Appium
3 23 (18.85%) Calabash
4 22 (18.03%) TeamCity
5 19 (15.57%) Cucumber
6 16 (13.11%) JUnit
6 16 (13.11%) Selenium
6 16 (13.11%) SpecFlow
7 14 (11.48%) Gatling
7 14 (11.48%) Git (software)
7 14 (11.48%) JBehave
7 14 (11.48%) JIRA
8 13 (10.66%) Subversion
9 10 (8.20%) WebDriver
10 5 (4.10%) Atlassian Bamboo
10 5 (4.10%) Grunt
10 5 (4.10%) gulp
10 5 (4.10%) Travis CI
11 3 (2.46%) webpack
General
1 14 (11.48%) Finance
2 10 (8.20%) Retail
3 9 (7.38%) Banking
4 4 (3.28%) Telecoms
5 2 (1.64%) Back Office
6 1 (0.82%) Advertising
6 1 (0.82%) Aerospace
6 1 (0.82%) Automotive
Job Titles
1 48 (39.34%) Developer
2 19 (15.57%) Automation Tester
2 19 (15.57%) Tester
3 18 (14.75%) DevOps Engineer
4 15 (12.30%) Administrator
4 15 (12.30%) Linux/Unix DevOps
5 13 (10.66%) Developer in Test
5 13 (10.66%) JavaScript Developer
5 13 (10.66%) Test Automation Developer
6 11 (9.02%) Linux Engineer
7 10 (8.20%) AWS Engineer
7 10 (8.20%) Web Developer
8 9 (7.38%) AWS DevOps
8 9 (7.38%) AWS DevOps Engineer
8 9 (7.38%) Linux DevOps Engineer
9 8 (6.56%) DBA
10 7 (5.74%) Systems Administrator
11 6 (4.92%) Linux Administrator
11 6 (4.92%) Linux Systems Administrator
11 6 (4.92%) Technical Tester
Libraries, Frameworks & Software Standards
1 30 (24.59%) HTML
2 22 (18.03%) CSS
3 20 (16.39%) HTML5
4 17 (13.93%) AngularJS
5 16 (13.11%) .NET
6 15 (12.30%) Web Services
7 13 (10.66%) REST
8 10 (8.20%) RESTful
9 7 (5.74%) CSS3
9 7 (5.74%) Node.js
10 6 (4.92%) J2EE
10 6 (4.92%) Kafka
10 6 (4.92%) LEMP Stack
10 6 (4.92%) Memcached
10 6 (4.92%) React
10 6 (4.92%) XML
11 5 (4.10%) Apache Camel
11 5 (4.10%) WebCenter
12 4 (3.28%) Django
13 3 (2.46%) Polymer
Miscellaneous
1 9 (7.38%) Client/Server
1 9 (7.38%) Greenfield Project
2 7 (5.74%) Mobile App
3 4 (3.28%) Algorithms
3 4 (3.28%) Private Cloud
4 3 (2.46%) Data Structures
4 3 (2.46%) Renewable Energy
5 2 (1.64%) Analytical Skills
5 2 (1.64%) Computer Science
5 2 (1.64%) User Experience
6 1 (0.82%) Cloud Native
6 1 (0.82%) e-Learning
6 1 (0.82%) Enterprise Software
6 1 (0.82%) New Media
Operating Systems
1 53 (43.44%) Linux
2 30 (24.59%) Unix
3 17 (13.93%) Windows
4 11 (9.02%) Red Hat Enterprise Linux
5 7 (5.74%) Android
5 7 (5.74%) Apple iOS
6 6 (4.92%) CentOS
7 1 (0.82%) Mac OS
Processes & Methodologies
1 77 (63.11%) Agile Software Development
2 40 (32.79%) Continuous Integration
3 36 (29.51%) DevOps
4 33 (27.05%) Test Automation
5 21 (17.21%) TDD
6 19 (15.57%) Software Engineering
7 14 (11.48%) Configuration Management
8 13 (10.66%) Open Source
9 11 (9.02%) BDD
9 11 (9.02%) Continuous Delivery
9 11 (9.02%) Scrum
10 10 (8.20%) Mentoring
10 10 (8.20%) SDLC
10 10 (8.20%) Web Development
11 9 (7.38%) OO
12 7 (5.74%) DSDM
12 7 (5.74%) RUP
13 5 (4.10%) Coaching
13 5 (4.10%) OOP
13 5 (4.10%) OWASP
Programming Languages
1 63 (51.64%) Java
2 57 (46.72%) JavaScript
3 56 (45.90%) Ruby
4 41 (33.61%) SQL
5 37 (30.33%) C#
6 34 (27.87%) Bash Shell
7 22 (18.03%) PHP
8 16 (13.11%) Perl
9 15 (12.30%) Scala
10 14 (11.48%) Shell Script
11 7 (5.74%) TypeScript
12 4 (3.28%) R
12 4 (3.28%) Tcl
13 3 (2.46%) C++
13 3 (2.46%) Go
14 2 (1.64%) C
14 2 (1.64%) ES6
15 1 (0.82%) Groovy
15 1 (0.82%) PL/SQL
15 1 (0.82%) PowerShell
Qualifications
1 6 (4.92%) Degree
2 2 (1.64%) ISEB
2 2 (1.64%) ISTQB Foundation Certification
3 1 (0.82%) Computer Science Degree
3 1 (0.82%) Master's Degree
3 1 (0.82%) PhD
Quality Assurance & Compliance
1 17 (13.93%) QA
System Software
1 11 (9.02%) Docker
2 5 (4.10%) vSphere
2 5 (4.10%) Xen
2 5 (4.10%) XenServer
3 1 (0.82%) Apache ZooKeeper
3 1 (0.82%) Oracle RAC
Systems Management
1 30 (24.59%) Ansible
2 24 (19.67%) Opscode Chef
2 24 (19.67%) Puppet
3 12 (9.84%) Terraform
4 6 (4.92%) Cobbler
4 6 (4.92%) Nagios
5 5 (4.10%) TeamSite
5 5 (4.10%) Tivoli
6 2 (1.64%) Kibana
6 2 (1.64%) Kubernetes
6 2 (1.64%) logstash
6 2 (1.64%) Salt
7 1 (0.82%) Oracle RMAN
7 1 (0.82%) Packer
Vendors
1 23 (18.85%) Oracle
2 11 (9.02%) Red Hat
3 5 (4.10%) Adobe
3 5 (4.10%) EnterpriseDB
3 5 (4.10%) HP
3 5 (4.10%) Microsoft
3 5 (4.10%) OpenText
4 4 (3.28%) Arista
4 4 (3.28%) CheckPoint
4 4 (3.28%) Cisco
4 4 (3.28%) F5
4 4 (3.28%) Palo Alto
4 4 (3.28%) Sourcefire
4 4 (3.28%) Tableau
5 3 (2.46%) Google
6 2 (1.64%) IBM
7 1 (0.82%) Rackspace
7 1 (0.82%) TIBCO