Period
to 16 November 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 16 November 2018 with a comparison to the same period in the previous 2 years.

Python
Nottinghamshire > Nottingham
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 42 44 43
Rank change year-on-year +2 -1 +49
Permanent jobs citing Python 80 119 118
As % of all permanent IT jobs advertised in Nottingham 5.98% 6.40% 5.82%
As % of the Programming Languages category 10.47% 10.27% 10.57%
Number of salaries quoted 46 105 118
Nottingham median annual salary £51,250 £52,500 £50,000
Median salary % change year-on-year -2.38% +5.00% -2.44%
10th Percentile £30,625 £38,000 £31,250
90th Percentile £70,250 £65,000 £82,500
Nottinghamshire median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% +11.11%

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 764 1,159 1,116
As % of all permanent IT jobs advertised in Nottingham 57.14% 62.31% 55.03%
Number of salaries quoted 593 1,012 957
Nottingham median annual salary £44,500 £42,500 £42,500
Median salary % change year-on-year +4.71% - +13.33%
10th Percentile £30,000 £27,500 £27,500
90th Percentile £70,000 £65,000 £66,250
Nottinghamshire median annual salary £43,250 £42,500 £41,500
% change year-on-year +1.76% +2.41% +10.67%

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 16 November 2018.

Salary histogram for Python in Nottingham

For the 6 months to 16 November 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 42 (52.50%) Java
2 33 (41.25%) JavaScript
3 31 (38.75%) Agile Software Development
4 27 (33.75%) TDD
5 24 (30.00%) HTML
6 22 (27.50%) BDD
6 22 (27.50%) NoSQL
7 21 (26.25%) CSS
8 20 (25.00%) HTML5
9 19 (23.75%) Software Engineering
9 19 (23.75%) RESTful
10 18 (22.50%) SQL
10 18 (22.50%) Finance
11 17 (21.25%) CSS3
11 17 (21.25%) DevOps
12 16 (20.00%) Scala
13 15 (18.75%) Amazon AWS
13 15 (18.75%) Big Data
13 15 (18.75%) Analytics
14 14 (17.50%) Opscode Chef
14 14 (17.50%) Bash Shell
14 14 (17.50%) Apache Spark
14 14 (17.50%) Git (software)
14 14 (17.50%) Subversion
15 13 (16.25%) Google
15 13 (16.25%) Hadoop
15 13 (16.25%) Linux
15 13 (16.25%) SDLC
15 13 (16.25%) TypeScript
15 13 (16.25%) Machine Learning

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 (17.50%) Apache Spark
2 3 (3.75%) Apache
2 3 (3.75%) Apache Airflow
3 2 (2.50%) CloudStack
4 1 (1.25%) Confluence
4 1 (1.25%) JBoss
4 1 (1.25%) Jetty
4 1 (1.25%) Tomcat
4 1 (1.25%) WebLogic
Applications
1 1 (1.25%) Microsoft Excel
Cloud Services
1 15 (18.75%) Amazon AWS
2 5 (6.25%) Microsoft Azure
3 3 (3.75%) Google Cloud Platform
4 2 (2.50%) Cloud Computing
4 2 (2.50%) SaaS
5 1 (1.25%) IaaS
5 1 (1.25%) OpenShift
5 1 (1.25%) PaaS
Communications & Networking
1 1 (1.25%) Firewall
Database & Business Intelligence
1 22 (27.50%) NoSQL
2 15 (18.75%) Big Data
3 13 (16.25%) Hadoop
4 7 (8.75%) Power BI
5 6 (7.50%) MongoDB
5 6 (7.50%) MySQL
5 6 (7.50%) PostgreSQL
6 5 (6.25%) SQL Server
7 4 (5.00%) Cloudera CDH
7 4 (5.00%) Sqoop
8 2 (2.50%) Apache Cassandra
9 1 (1.25%) Apache Kudu
9 1 (1.25%) Data Mining
9 1 (1.25%) Data Warehouse
9 1 (1.25%) HBase
Development Applications
1 14 (17.50%) Git (software)
1 14 (17.50%) Subversion
2 12 (15.00%) Grunt
2 12 (15.00%) gulp
2 12 (15.00%) webpack
3 6 (7.50%) JUnit
3 6 (7.50%) Maven
4 3 (3.75%) Sonatype Nexus
5 2 (2.50%) JIRA
5 2 (2.50%) Visual Studio
6 1 (1.25%) GitLab
6 1 (1.25%) Hudson
6 1 (1.25%) JMeter
6 1 (1.25%) Metasploit
6 1 (1.25%) Selenium
6 1 (1.25%) SoapUI
6 1 (1.25%) sqlmap
6 1 (1.25%) WebDriver
6 1 (1.25%) Zephyr
General
1 18 (22.50%) Finance
2 7 (8.75%) Banking
3 4 (5.00%) French Language
3 4 (5.00%) German Language
3 4 (5.00%) Retail
4 3 (3.75%) Games
5 1 (1.25%) Automotive
5 1 (1.25%) Telecoms
Job Titles
1 27 (33.75%) Developer
2 15 (18.75%) Data Engineer
3 12 (15.00%) Big Data Engineer
3 12 (15.00%) Software Engineer
4 10 (12.50%) JavaScript Developer
5 7 (8.75%) JavaScript Engineer
6 6 (7.50%) Engineering Manager
6 6 (7.50%) Lead Software Engineer
6 6 (7.50%) Quality Manager
6 6 (7.50%) Software Engineering Manager
6 6 (7.50%) Software Manager
7 5 (6.25%) DevOps Engineer
8 4 (5.00%) Cloud Engineer
8 4 (5.00%) Cybersecurity Engineer
8 4 (5.00%) Development Engineer
8 4 (5.00%) Hadoop Engineer
8 4 (5.00%) Security Engineer
8 4 (5.00%) Senior Developer
8 4 (5.00%) SIEM Engineer
9 3 (3.75%) HTML Developer
Libraries, Frameworks & Software Standards
1 24 (30.00%) HTML
2 21 (26.25%) CSS
3 20 (25.00%) HTML5
4 19 (23.75%) RESTful
5 17 (21.25%) CSS3
6 10 (12.50%) Polymer
6 10 (12.50%) Web Components
7 9 (11.25%) Node.js
8 7 (8.75%) JSON
9 6 (7.50%) REST
10 5 (6.25%) .NET
10 5 (6.25%) AngularJS
10 5 (6.25%) React
11 3 (3.75%) Django
11 3 (3.75%) Vue.js
11 3 (3.75%) Web Services
12 2 (2.50%) Backbone.js
12 2 (2.50%) Ember.js
12 2 (2.50%) Flash
12 2 (2.50%) Kafka
Miscellaneous
1 9 (11.25%) Data Structures
2 8 (10.00%) Mobile App
3 6 (7.50%) Fintech
4 4 (5.00%) Enterprise Software
4 4 (5.00%) Greenfield Project
5 2 (2.50%) Algorithms
5 2 (2.50%) Analytical Skills
5 2 (2.50%) Smartphone
5 2 (2.50%) User Experience
6 1 (1.25%) Computer Science
6 1 (1.25%) Cyberattack
6 1 (1.25%) Digital Media
6 1 (1.25%) Renewable Energy
6 1 (1.25%) Self-Motivation
Operating Systems
1 13 (16.25%) Linux
2 7 (8.75%) Android
2 7 (8.75%) Apple iOS
3 5 (6.25%) Windows
4 1 (1.25%) CentOS
Processes & Methodologies
1 31 (38.75%) Agile Software Development
2 27 (33.75%) TDD
3 22 (27.50%) BDD
4 19 (23.75%) Software Engineering
5 17 (21.25%) DevOps
6 15 (18.75%) Analytics
7 13 (16.25%) Machine Learning
7 13 (16.25%) SDLC
8 12 (15.00%) Data Analytics
9 11 (13.75%) Test Automation
10 10 (12.50%) Cross-Browser Compatibility
10 10 (12.50%) Mentoring
10 10 (12.50%) Secure Coding
10 10 (12.50%) Unit Testing
11 9 (11.25%) Big Data Analytics
11 9 (11.25%) Computational Intelligence
11 9 (11.25%) Data Development
11 9 (11.25%) Microservices
11 9 (11.25%) Telematics
11 9 (11.25%) Visualisation
Programming Languages
1 42 (52.50%) Java
2 33 (41.25%) JavaScript
3 18 (22.50%) SQL
4 16 (20.00%) Scala
5 14 (17.50%) Bash Shell
6 13 (16.25%) TypeScript
7 12 (15.00%) Perl
8 9 (11.25%) C#
9 8 (10.00%) MATLAB
9 8 (10.00%) R
10 7 (8.75%) PHP
11 6 (7.50%) Ruby
12 4 (5.00%) C++
12 4 (5.00%) Go
13 3 (3.75%) PowerShell
13 3 (3.75%) Shell Script
13 3 (3.75%) VBScript
14 2 (2.50%) Java 8
15 1 (1.25%) C
15 1 (1.25%) Korn
Qualifications
1 2 (2.50%) Degree
2 1 (1.25%) Computer Science Degree
2 1 (1.25%) PhD
Quality Assurance & Compliance
1 7 (8.75%) Data Quality
1 7 (8.75%) QA
2 1 (1.25%) GDPR
2 1 (1.25%) PCI DSS
System Software
1 10 (12.50%) Docker
2 3 (3.75%) vSphere
3 2 (2.50%) KVM
4 1 (1.25%) pfSense
4 1 (1.25%) Xen
Systems Management
1 14 (17.50%) Opscode Chef
2 11 (13.75%) Ansible
3 10 (12.50%) Puppet
4 5 (6.25%) Kubernetes
5 4 (5.00%) Oozie
5 4 (5.00%) QRadar
5 4 (5.00%) Rancher
6 3 (3.75%) Cobbler
6 3 (3.75%) Docker Swarm
6 3 (3.75%) Norton AntiVirus
Vendors
1 13 (16.25%) Cloudera
1 13 (16.25%) Google
2 8 (10.00%) Tableau
3 5 (6.25%) Oracle
4 4 (5.00%) Splunk
5 3 (3.75%) McAfee
5 3 (3.75%) Microsoft
5 3 (3.75%) Symantec
6 2 (2.50%) SaltStack
6 2 (2.50%) VMware