Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Nottinghamshire 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Python
East Midlands > Nottinghamshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 43 45 107
Rank change year-on-year +2 +62 -22
Permanent jobs citing Python 126 128 56
As % of all permanent IT jobs advertised in Nottinghamshire 6.12% 5.51% 2.12%
As % of the Programming Languages category 9.88% 10.13% 3.83%
Number of salaries quoted 112 128 32
Nottinghamshire median annual salary £52,500 £50,000 £45,000
Median salary % change year-on-year +5.00% +11.11% +2.27%
10th Percentile £37,500 £31,250 £30,870
90th Percentile £65,000 £82,500 £72,500
East Midlands median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

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 Nottinghamshire with a requirement for coding skills.

All Programming Languages
Nottinghamshire
Permanent vacancies with a requirement for coding skills 1275 1264 1462
As % of all permanent IT jobs advertised in Nottinghamshire 61.92% 54.37% 55.36%
Number of salaries quoted 1120 1102 1181
Nottinghamshire median annual salary £42,500 £41,500 £37,500
Median salary % change year-on-year +2.41% +10.67% +7.14%
10th Percentile £27,500 £27,050 £23,750
90th Percentile £62,500 £65,000 £53,750
East Midlands median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% -

Python
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for Python in Nottinghamshire

Python
Salary Trend in Nottinghamshire

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

Salary trend for Python in Nottinghamshire

Python
Salary Histogram in Nottinghamshire

The salary distribution of IT jobs citing Python in Nottinghamshire over the 6 months to 21 November 2017.

Salary histogram for Python in Nottinghamshire

Python
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Nottinghamshire region over the 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottingham -1 123 £52,500 +5.00% 15
Python
East Midlands

For the 6 months to 21 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 Nottinghamshire region with a requirement for Python.

1 77 (61.11%) Agile Software Development
2 64 (50.79%) Java
3 57 (45.24%) Ruby
4 56 (44.44%) JavaScript
5 53 (42.06%) Linux
6 46 (36.51%) SQL
7 42 (33.33%) Continuous Integration
8 39 (30.95%) C#
9 37 (29.37%) DevOps
10 35 (27.78%) Jenkins
10 35 (27.78%) Amazon AWS
11 34 (26.98%) Bash Shell
12 33 (26.19%) Test Automation
13 31 (24.60%) Unix
14 30 (23.81%) Ansible
15 29 (23.02%) HTML
16 24 (19.05%) MySQL
16 24 (19.05%) JMeter
16 24 (19.05%) Puppet
16 24 (19.05%) Opscode Chef
16 24 (19.05%) Appium
16 24 (19.05%) Calabash
17 23 (18.25%) TeamCity
17 23 (18.25%) Oracle
18 21 (16.67%) PHP
18 21 (16.67%) CSS
18 21 (16.67%) TDD
19 20 (15.87%) PostgreSQL
19 20 (15.87%) Cucumber
19 20 (15.87%) HTML5

Python
Co-occurring IT Skills in Nottinghamshire 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 15 (11.90%) Confluence
2 10 (7.94%) Elasticsearch
3 6 (4.76%) nginx
3 6 (4.76%) OpenStack
4 5 (3.97%) Adobe Experience Manager
4 5 (3.97%) Alfresco
4 5 (3.97%) CloudStack
4 5 (3.97%) CMS
4 5 (3.97%) JBoss
4 5 (3.97%) Liferay
4 5 (3.97%) WebLogic
4 5 (3.97%) WebSphere
5 3 (2.38%) Apache Spark
5 3 (2.38%) SAS
5 3 (2.38%) WebSphere Application Server
6 2 (1.59%) Jetty
6 2 (1.59%) Tomcat
7 1 (0.79%) Apache Solr
Applications
1 4 (3.17%) Microsoft Excel
2 2 (1.59%) Microsoft PowerPoint
3 1 (0.79%) Spreadsheet
Cloud Services
1 35 (27.78%) Amazon AWS
2 15 (11.90%) Microsoft Azure
3 4 (3.17%) IaaS
4 3 (2.38%) SaaS
5 2 (1.59%) AWS CloudFormation
6 1 (0.79%) Amazon CloudWatch
6 1 (0.79%) AWS Lambda
6 1 (0.79%) Cloud Computing
6 1 (0.79%) PaaS
6 1 (0.79%) Serverless
Communications & Networking
1 8 (6.35%) Firewall
2 4 (3.17%) BGP
2 4 (3.17%) Cisco ASA
2 4 (3.17%) Cisco IOS
2 4 (3.17%) EIGRP
2 4 (3.17%) F5 BIG-IP LTM
2 4 (3.17%) HSRP
2 4 (3.17%) HTTP
2 4 (3.17%) IPsec
2 4 (3.17%) Network Security
2 4 (3.17%) NX-OS
2 4 (3.17%) SSL
2 4 (3.17%) TCP/IP
2 4 (3.17%) VRRP
2 4 (3.17%) Wireshark
3 1 (0.79%) AMQP
3 1 (0.79%) Internet
3 1 (0.79%) VPN
Database & Business Intelligence
1 24 (19.05%) MySQL
2 20 (15.87%) PostgreSQL
3 15 (11.90%) NoSQL
4 8 (6.35%) Apache Cassandra
4 8 (6.35%) SQL Server
5 5 (3.97%) Hadoop
5 5 (3.97%) MongoDB
6 4 (3.17%) Big Data
6 4 (3.17%) Oracle Database
6 4 (3.17%) Redis
7 3 (2.38%) QlikView
7 3 (2.38%) RDBMS
7 3 (2.38%) Relational Database
8 2 (1.59%) Couchbase
8 2 (1.59%) Riak
8 2 (1.59%) SQL Server Integration Services
9 1 (0.79%) Apache Hive
9 1 (0.79%) Oracle Database 10g
9 1 (0.79%) Oracle Database 11g
9 1 (0.79%) Spotfire
Development Applications
1 35 (27.78%) Jenkins
2 24 (19.05%) Appium
2 24 (19.05%) Calabash
2 24 (19.05%) JMeter
3 23 (18.25%) TeamCity
4 20 (15.87%) Cucumber
5 17 (13.49%) JUnit
5 17 (13.49%) SpecFlow
6 15 (11.90%) Gatling
6 15 (11.90%) JBehave
6 15 (11.90%) JIRA
6 15 (11.90%) Selenium
7 14 (11.11%) Git (software)
8 13 (10.32%) Subversion
9 10 (7.94%) WebDriver
10 5 (3.97%) Atlassian Bamboo
10 5 (3.97%) Grunt
10 5 (3.97%) gulp
10 5 (3.97%) Travis CI
11 3 (2.38%) webpack
General
1 15 (11.90%) Finance
2 11 (8.73%) Retail
3 10 (7.94%) Banking
4 5 (3.97%) Telecoms
5 2 (1.59%) Back Office
6 1 (0.79%) Advertising
6 1 (0.79%) Aerospace
6 1 (0.79%) Automotive
Job Titles
1 48 (38.10%) Developer
2 19 (15.08%) Automation Tester
2 19 (15.08%) Tester
3 18 (14.29%) DevOps Engineer
4 15 (11.90%) Administrator
4 15 (11.90%) Linux/Unix DevOps
5 13 (10.32%) Developer in Test
5 13 (10.32%) JavaScript Developer
5 13 (10.32%) Test Automation Developer
6 11 (8.73%) Linux Engineer
7 10 (7.94%) AWS Engineer
7 10 (7.94%) Web Developer
8 9 (7.14%) AWS DevOps
8 9 (7.14%) AWS DevOps Engineer
8 9 (7.14%) Linux DevOps Engineer
9 8 (6.35%) DBA
10 7 (5.56%) Systems Administrator
11 6 (4.76%) Analyst
11 6 (4.76%) Linux Administrator
11 6 (4.76%) Technical Tester
Libraries, Frameworks & Software Standards
1 29 (23.02%) HTML
2 21 (16.67%) CSS
3 20 (15.87%) HTML5
4 17 (13.49%) AngularJS
5 16 (12.70%) .NET
6 15 (11.90%) Web Services
7 13 (10.32%) REST
8 10 (7.94%) RESTful
9 7 (5.56%) CSS3
9 7 (5.56%) Node.js
10 6 (4.76%) J2EE
10 6 (4.76%) Kafka
10 6 (4.76%) LEMP Stack
10 6 (4.76%) Memcached
10 6 (4.76%) React
10 6 (4.76%) XML
11 5 (3.97%) Apache Camel
11 5 (3.97%) WebCenter
12 4 (3.17%) Django
13 3 (2.38%) Polymer
Miscellaneous
1 9 (7.14%) Client/Server
1 9 (7.14%) Greenfield Project
2 7 (5.56%) Mobile App
3 5 (3.97%) Analytical Skills
4 4 (3.17%) Algorithms
4 4 (3.17%) Data Structures
4 4 (3.17%) Private Cloud
5 3 (2.38%) Computer Science
5 3 (2.38%) Renewable Energy
6 2 (1.59%) User Experience
7 1 (0.79%) Cloud Native
7 1 (0.79%) e-Learning
7 1 (0.79%) Enterprise Software
7 1 (0.79%) New Media
Operating Systems
1 53 (42.06%) Linux
2 31 (24.60%) Unix
3 18 (14.29%) Windows
4 11 (8.73%) Red Hat Enterprise Linux
5 8 (6.35%) Android
5 8 (6.35%) Apple iOS
6 6 (4.76%) CentOS
7 1 (0.79%) Mac OS
Processes & Methodologies
1 77 (61.11%) Agile Software Development
2 42 (33.33%) Continuous Integration
3 37 (29.37%) DevOps
4 33 (26.19%) Test Automation
5 21 (16.67%) TDD
6 19 (15.08%) Software Engineering
7 16 (12.70%) Configuration Management
8 13 (10.32%) Open Source
9 12 (9.52%) BDD
10 11 (8.73%) Continuous Delivery
10 11 (8.73%) Scrum
10 11 (8.73%) SDLC
11 10 (7.94%) Mentoring
12 9 (7.14%) OO
12 9 (7.14%) Web Development
13 7 (5.56%) DSDM
13 7 (5.56%) RUP
14 6 (4.76%) Analytics
14 6 (4.76%) Presales
15 5 (3.97%) Auto-Scaling
Programming Languages
1 64 (50.79%) Java
2 57 (45.24%) Ruby
3 56 (44.44%) JavaScript
4 46 (36.51%) SQL
5 39 (30.95%) C#
6 34 (26.98%) Bash Shell
7 21 (16.67%) PHP
8 16 (12.70%) Perl
9 15 (11.90%) Shell Script
10 14 (11.11%) Scala
11 7 (5.56%) R
11 7 (5.56%) TypeScript
12 4 (3.17%) C++
12 4 (3.17%) Tcl
13 3 (2.38%) C
14 2 (1.59%) ES6
14 2 (1.59%) Go
15 1 (0.79%) Groovy
15 1 (0.79%) PL/SQL
15 1 (0.79%) PowerShell
Qualifications
1 9 (7.14%) Degree
2 3 (2.38%) ISEB
2 3 (2.38%) ISTQB Foundation Certification
3 2 (1.59%) Master's Degree
4 1 (0.79%) Computer Science Degree
4 1 (0.79%) Numerate Degree
4 1 (0.79%) PhD
Quality Assurance & Compliance
1 16 (12.70%) QA
System Software
1 11 (8.73%) Docker
2 5 (3.97%) vSphere
2 5 (3.97%) Xen
2 5 (3.97%) XenServer
3 1 (0.79%) Apache ZooKeeper
3 1 (0.79%) Oracle RAC
Systems Management
1 30 (23.81%) Ansible
2 24 (19.05%) Opscode Chef
2 24 (19.05%) Puppet
3 12 (9.52%) Terraform
4 6 (4.76%) Cobbler
4 6 (4.76%) Nagios
5 5 (3.97%) TeamSite
5 5 (3.97%) Tivoli
6 2 (1.59%) Kibana
6 2 (1.59%) Kubernetes
6 2 (1.59%) logstash
6 2 (1.59%) Salt
7 1 (0.79%) Oracle RMAN
7 1 (0.79%) Packer
Vendors
1 23 (18.25%) Oracle
2 11 (8.73%) Red Hat
3 7 (5.56%) Tableau
4 6 (4.76%) Microsoft
5 5 (3.97%) Adobe
5 5 (3.97%) EnterpriseDB
5 5 (3.97%) HP
5 5 (3.97%) OpenText
6 4 (3.17%) Arista
6 4 (3.17%) CheckPoint
6 4 (3.17%) Cisco
6 4 (3.17%) F5
6 4 (3.17%) Palo Alto
6 4 (3.17%) Sourcefire
7 3 (2.38%) Google
8 2 (1.59%) IBM
9 1 (0.79%) Rackspace
9 1 (0.79%) TIBCO