Period
to 24 February 2018

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 24 February 2018 with a comparison to the same period in the previous 2 years.

Python
Nottinghamshire > Nottingham
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 29 44 48
Rank change year-on-year +15 +4 +31
Permanent jobs citing Python 166 115 93
As % of all permanent IT jobs advertised in Nottingham 9.21% 5.83% 4.55%
As % of the Programming Languages category 13.35% 9.51% 7.81%
Number of salaries quoted 161 116 58
Nottingham median annual salary £52,500 £52,500 £36,000
Median salary % change year-on-year - +45.83% -18.18%
10th Percentile £38,750 £37,500 £27,125
90th Percentile £70,000 £82,500 £64,125
Nottinghamshire median annual salary £52,500 £50,000 £36,750
% change year-on-year +5.00% +36.05% -16.48%

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 1,243 1,209 1,191
As % of all permanent IT jobs advertised in Nottingham 68.98% 61.34% 58.21%
Number of salaries quoted 1,085 1,023 947
Nottingham median annual salary £43,250 £42,500 £37,500
Median salary % change year-on-year +1.76% +13.33% -
10th Percentile £27,500 £27,500 £23,750
90th Percentile £65,000 £66,250 £53,750
Nottinghamshire median annual salary £42,500 £42,500 £37,500
% change year-on-year - +13.33% -

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 24 February 2018.

Salary histogram for Python in Nottingham

For the 6 months to 24 February 2018, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Nottingham region with a requirement for Python.

1 123 (74.10%) Linux
2 97 (58.43%) Java
2 97 (58.43%) Ruby
3 96 (57.83%) DevOps
4 84 (50.60%) JavaScript
5 82 (49.40%) Agile Software Development
6 78 (46.99%) C#
7 76 (45.78%) Amazon AWS
8 61 (36.75%) Windows
9 60 (36.14%) Microsoft Azure
9 60 (36.14%) Puppet
10 59 (35.54%) Ansible
10 59 (35.54%) Opscode Chef
11 56 (33.73%) Software Engineering
12 53 (31.93%) Perl
13 52 (31.33%) Bash Shell
14 50 (30.12%) SQL
15 47 (28.31%) PHP
16 46 (27.71%) Shell Script
17 43 (25.90%) Jenkins
18 37 (22.29%) MySQL
19 35 (21.08%) Unix
19 35 (21.08%) Configuration Management
20 34 (20.48%) TDD
21 31 (18.67%) Test Automation
22 29 (17.47%) Continuous Integration
22 29 (17.47%) Oracle
23 28 (16.87%) Finance
24 26 (15.66%) OO
25 25 (15.06%) Software Testing

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 20 (12.05%) Elasticsearch
2 10 (6.02%) nginx
3 9 (5.42%) Apache
3 9 (5.42%) IIS
4 7 (4.22%) Confluence
5 4 (2.41%) CMS
6 3 (1.81%) Adobe Experience Manager
6 3 (1.81%) Alfresco
6 3 (1.81%) CloudStack
6 3 (1.81%) JBoss
6 3 (1.81%) Liferay
6 3 (1.81%) OpenStack
6 3 (1.81%) WebLogic
6 3 (1.81%) WebSphere
7 2 (1.20%) WebSphere Application Server
8 1 (0.60%) Apache Solr
8 1 (0.60%) Apache Spark
8 1 (0.60%) Jetty
8 1 (0.60%) Tomcat
Cloud Services
1 76 (45.78%) Amazon AWS
2 60 (36.14%) Microsoft Azure
3 8 (4.82%) IaaS
4 6 (3.61%) Cloud Computing
5 5 (3.01%) Google Cloud Platform
5 5 (3.01%) SaaS
6 4 (2.41%) AWS CloudFormation
6 4 (2.41%) PaaS
7 3 (1.81%) Amazon CloudWatch
7 3 (1.81%) AWS Lambda
7 3 (1.81%) Serverless
8 2 (1.20%) GitHub
Communications & Networking
1 5 (3.01%) Firewall
2 2 (1.20%) BGP
2 2 (1.20%) Cisco ASA
2 2 (1.20%) Cisco IOS
2 2 (1.20%) EIGRP
2 2 (1.20%) F5 BIG-IP LTM
2 2 (1.20%) HSRP
2 2 (1.20%) HTTP
2 2 (1.20%) IPsec
2 2 (1.20%) Network Security
2 2 (1.20%) NX-OS
2 2 (1.20%) SSL
2 2 (1.20%) TCP/IP
2 2 (1.20%) VRRP
2 2 (1.20%) Wireshark
3 1 (0.60%) Internet
3 1 (0.60%) VPN
Database & Business Intelligence
1 37 (22.29%) MySQL
2 24 (14.46%) NoSQL
3 23 (13.86%) PostgreSQL
4 18 (10.84%) Apache Cassandra
5 16 (9.64%) SQL Server
6 13 (7.83%) Oracle Database
6 13 (7.83%) RDBMS
6 13 (7.83%) Relational Database
7 11 (6.63%) MongoDB
8 7 (4.22%) Big Data
9 4 (2.41%) Data Warehouse
9 4 (2.41%) Redis
10 2 (1.20%) Hadoop
10 2 (1.20%) Riak
11 1 (0.60%) Couchbase
11 1 (0.60%) Oracle Database 10g
11 1 (0.60%) Oracle Database 11g
11 1 (0.60%) QlikView
11 1 (0.60%) Spotfire
11 1 (0.60%) SQLPlus
Development Applications
1 43 (25.90%) Jenkins
2 17 (10.24%) JMeter
3 16 (9.64%) Selenium
4 15 (9.04%) Appium
4 15 (9.04%) Calabash
4 15 (9.04%) Git (software)
4 15 (9.04%) TeamCity
5 12 (7.23%) Subversion
6 11 (6.63%) WebDriver
7 10 (6.02%) Cucumber
8 9 (5.42%) SpecFlow
9 8 (4.82%) JUnit
10 7 (4.22%) Gatling
10 7 (4.22%) JBehave
10 7 (4.22%) JIRA
11 5 (3.01%) Grunt
11 5 (3.01%) gulp
12 3 (1.81%) Atlassian Bamboo
12 3 (1.81%) Travis CI
12 3 (1.81%) webpack
General
1 28 (16.87%) Finance
2 12 (7.23%) Retail
3 6 (3.61%) Automotive
4 5 (3.01%) Aerospace
4 5 (3.01%) Games
5 1 (0.60%) Telecoms
Job Titles
1 40 (24.10%) DevOps Engineer
2 37 (22.29%) Developer
3 33 (19.88%) Administrator
4 25 (15.06%) DBA
5 22 (13.25%) Linux/Unix DevOps
6 13 (7.83%) DevOps Manager
6 13 (7.83%) Linux Engineer
7 12 (7.23%) Software Developer
7 12 (7.23%) Systems Administrator
8 11 (6.63%) Linux Administrator
8 11 (6.63%) Linux Systems Administrator
8 11 (6.63%) Technical Manager
9 10 (6.02%) Automation Tester
9 10 (6.02%) AWS Engineer
9 10 (6.02%) Linux DevOps Engineer
9 10 (6.02%) Tester
10 9 (5.42%) AWS DevOps
10 9 (5.42%) Developer in Test
10 9 (5.42%) DevOps Administrator
10 9 (5.42%) Linux DevOps Administrator
Libraries, Frameworks & Software Standards
1 24 (14.46%) Web Services
2 14 (8.43%) HTML
3 11 (6.63%) AngularJS
4 10 (6.02%) HTML5
5 9 (5.42%) CSS
5 9 (5.42%) LEMP Stack
5 9 (5.42%) Memcached
5 9 (5.42%) REST
6 8 (4.82%) Middleware
6 8 (4.82%) RESTful
7 5 (3.01%) .NET
7 5 (3.01%) CSS3
7 5 (3.01%) Node.js
8 4 (2.41%) Django
8 4 (2.41%) Elastic Stack
9 3 (1.81%) J2EE
9 3 (1.81%) Kafka
9 3 (1.81%) Polymer
9 3 (1.81%) Web Components
9 3 (1.81%) WebCenter
Miscellaneous
1 21 (12.65%) Algorithms
2 20 (12.05%) Data Structures
3 10 (6.02%) Computer Science
4 8 (4.82%) Client/Server
4 8 (4.82%) Clustering
4 8 (4.82%) Renewable Energy
4 8 (4.82%) Replication
5 5 (3.01%) Mobile App
6 4 (2.41%) NHS
7 3 (1.81%) Cloud Native
7 3 (1.81%) Mainframe
7 3 (1.81%) Robotics
8 2 (1.20%) Private Cloud
8 2 (1.20%) Public Cloud
8 2 (1.20%) User Experience
9 1 (0.60%) e-Learning
9 1 (0.60%) Enterprise Software
9 1 (0.60%) Fintech
9 1 (0.60%) Greenfield Project
9 1 (0.60%) New Media
Operating Systems
1 123 (74.10%) Linux
2 61 (36.75%) Windows
3 35 (21.08%) Unix
4 11 (6.63%) Red Hat Enterprise Linux
5 9 (5.42%) CentOS
6 1 (0.60%) Amazon Linux
6 1 (0.60%) Mac OS
6 1 (0.60%) Ubuntu
Processes & Methodologies
1 96 (57.83%) DevOps
2 82 (49.40%) Agile Software Development
3 56 (33.73%) Software Engineering
4 35 (21.08%) Configuration Management
5 34 (20.48%) TDD
6 31 (18.67%) Test Automation
7 29 (17.47%) Continuous Integration
8 26 (15.66%) OO
9 25 (15.06%) Coaching
9 25 (15.06%) Software Testing
10 24 (14.46%) BDD
11 21 (12.65%) Open Source
11 21 (12.65%) Scrum
12 17 (10.24%) Continuous Delivery
13 10 (6.02%) Performance Tuning
14 9 (5.42%) OOP
14 9 (5.42%) Pair Programming
14 9 (5.42%) Performance Monitoring
14 9 (5.42%) SDLC
14 9 (5.42%) System Testing
Programming Languages
1 97 (58.43%) Java
1 97 (58.43%) Ruby
2 84 (50.60%) JavaScript
3 78 (46.99%) C#
4 53 (31.93%) Perl
5 52 (31.33%) Bash Shell
6 50 (30.12%) SQL
7 47 (28.31%) PHP
8 46 (27.71%) Shell Script
9 23 (13.86%) PowerShell
10 10 (6.02%) Scala
11 9 (5.42%) C++
12 7 (4.22%) Smalltalk
12 7 (4.22%) TypeScript
13 6 (3.61%) Go
14 2 (1.20%) C
14 2 (1.20%) ES6
14 2 (1.20%) ES7
14 2 (1.20%) Tcl
15 1 (0.60%) PL/SQL
Qualifications
1 14 (8.43%) Degree
2 2 (1.20%) Computer Science Degree
2 2 (1.20%) Master's Degree
Quality Assurance & Compliance
1 16 (9.64%) QA
2 4 (2.41%) PMO
System Software
1 19 (11.45%) Docker
2 4 (2.41%) vSphere
3 3 (1.81%) Apache ZooKeeper
4 2 (1.20%) Xen
4 2 (1.20%) XenServer
5 1 (0.60%) Oracle RAC
Systems Management
1 60 (36.14%) Puppet
2 59 (35.54%) Ansible
2 59 (35.54%) Opscode Chef
3 10 (6.02%) Terraform
4 9 (5.42%) Kubernetes
4 9 (5.42%) Nagios
5 5 (3.01%) Docker Swarm
5 5 (3.01%) Rancher
6 4 (2.41%) Kibana
6 4 (2.41%) logstash
7 3 (1.81%) Cobbler
7 3 (1.81%) Packer
7 3 (1.81%) TeamSite
8 2 (1.20%) Tivoli
9 1 (0.60%) Oracle RMAN
9 1 (0.60%) Salt
Vendors
1 29 (17.47%) Oracle
2 12 (7.23%) Red Hat
3 8 (4.82%) Google
3 8 (4.82%) Microsoft
4 3 (1.81%) Adobe
4 3 (1.81%) HP
4 3 (1.81%) OpenText
5 2 (1.20%) Arista
5 2 (1.20%) CheckPoint
5 2 (1.20%) Cisco
5 2 (1.20%) EnterpriseDB
5 2 (1.20%) F5
5 2 (1.20%) Palo Alto
5 2 (1.20%) SaltStack
5 2 (1.20%) Sourcefire
5 2 (1.20%) VMware
6 1 (0.60%) Rackspace
6 1 (0.60%) Reuters
6 1 (0.60%) Tableau