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

Python
Nottinghamshire > Nottingham
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 34 64 58
Rank change year-on-year +30 -6 +37
Permanent jobs citing Python 85 76 94
As % of all permanent IT jobs advertised in Nottingham 6.28% 4.27% 4.87%
As % of the Programming Languages category 10.80% 7.34% 8.55%
Number of salaries quoted 56 63 85
Nottingham median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +17.65%
10th Percentile £31,875 £35,000 £31,250
90th Percentile £70,125 £68,750 £82,500
Nottinghamshire median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +17.65%

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 787 1,035 1,099
As % of all permanent IT jobs advertised in Nottingham 58.12% 58.15% 56.88%
Number of salaries quoted 639 891 927
Nottingham median annual salary £42,500 £42,500 £42,500
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £65,000 £63,750
Nottinghamshire median annual salary £42,500 £42,500 £41,000
% change year-on-year - +3.66% +9.33%

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 September 2018.

Salary histogram for Python in Nottingham

For the 6 months to 24 September 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 46 (54.12%) Java
2 34 (40.00%) JavaScript
3 31 (36.47%) DevOps
4 29 (34.12%) Agile Software Development
5 26 (30.59%) Linux
6 25 (29.41%) NoSQL
7 23 (27.06%) Amazon AWS
7 23 (27.06%) Opscode Chef
8 22 (25.88%) TDD
8 22 (25.88%) Ruby
9 21 (24.71%) Perl
9 21 (24.71%) Ansible
9 21 (24.71%) Puppet
10 20 (23.53%) SQL
11 18 (21.18%) C#
11 18 (21.18%) Bash Shell
11 18 (21.18%) Big Data
12 17 (20.00%) Apache Spark
12 17 (20.00%) BDD
12 17 (20.00%) Software Engineering
13 16 (18.82%) Windows
13 16 (18.82%) Scala
14 15 (17.65%) PHP
14 15 (17.65%) Finance
15 14 (16.47%) Test Automation
15 14 (16.47%) Microsoft Azure
15 14 (16.47%) Data Structures
16 13 (15.29%) Analytics
16 13 (15.29%) Hadoop
17 12 (14.12%) PowerShell

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 17 (20.00%) Apache Spark
2 5 (5.88%) CloudStack
3 3 (3.53%) Apache
3 3 (3.53%) Apache Airflow
3 3 (3.53%) OpenStack
4 2 (2.35%) Confluence
5 1 (1.18%) CMS
5 1 (1.18%) JBoss
5 1 (1.18%) Jetty
5 1 (1.18%) SAS
5 1 (1.18%) Tomcat
5 1 (1.18%) WebLogic
Applications
1 1 (1.18%) Microsoft Excel
Cloud Services
1 23 (27.06%) Amazon AWS
2 14 (16.47%) Microsoft Azure
3 4 (4.71%) Google Cloud Platform
4 2 (2.35%) SaaS
5 1 (1.18%) Amazon S3
5 1 (1.18%) Cloud Computing
5 1 (1.18%) IaaS
5 1 (1.18%) PaaS
Database & Business Intelligence
1 25 (29.41%) NoSQL
2 18 (21.18%) Big Data
3 13 (15.29%) Hadoop
4 8 (9.41%) Power BI
5 7 (8.24%) MongoDB
5 7 (8.24%) PostgreSQL
6 6 (7.06%) Data Warehouse
6 6 (7.06%) MySQL
7 5 (5.88%) SQL Server
8 3 (3.53%) Cloudera CDH
8 3 (3.53%) Sqoop
9 1 (1.18%) Apache Cassandra
9 1 (1.18%) Apache Hive
9 1 (1.18%) Apache Kudu
9 1 (1.18%) Data Mining
9 1 (1.18%) HBase
9 1 (1.18%) KNIME
9 1 (1.18%) QlikView
9 1 (1.18%) Relational Database
9 1 (1.18%) SAP BW
Development Applications
1 7 (8.24%) Git (software)
1 7 (8.24%) JUnit
2 6 (7.06%) Maven
3 5 (5.88%) Jenkins
3 5 (5.88%) Subversion
4 3 (3.53%) Grunt
4 3 (3.53%) gulp
4 3 (3.53%) JIRA
4 3 (3.53%) webpack
5 2 (2.35%) JMeter
5 2 (2.35%) Selenium
5 2 (2.35%) SoapUI
6 1 (1.18%) Cucumber
6 1 (1.18%) Hudson
6 1 (1.18%) JBehave
6 1 (1.18%) Mercurial
6 1 (1.18%) Metasploit
6 1 (1.18%) NUnit
6 1 (1.18%) SpecFlow
6 1 (1.18%) WebDriver
General
1 15 (17.65%) Finance
2 10 (11.76%) Banking
3 8 (9.41%) Retail
4 4 (4.71%) French Language
4 4 (4.71%) German Language
5 3 (3.53%) Games
6 1 (1.18%) Automotive
6 1 (1.18%) Telecoms
Job Titles
1 21 (24.71%) Developer
2 19 (22.35%) Data Engineer
3 15 (17.65%) Big Data Engineer
4 13 (15.29%) DevOps Engineer
5 8 (9.41%) Software Engineer
6 7 (8.24%) Cloud Engineer
7 6 (7.06%) Engineering Manager
7 6 (7.06%) Linux Engineer
7 6 (7.06%) Quality Manager
7 6 (7.06%) Software Engineering Manager
7 6 (7.06%) Software Manager
8 5 (5.88%) Administrator
8 5 (5.88%) Linux DevOps Engineer
8 5 (5.88%) Linux/Unix DevOps
8 5 (5.88%) Operations Engineer
8 5 (5.88%) Systems Administrator
9 4 (4.71%) Development Engineer
9 4 (4.71%) Hadoop Engineer
9 4 (4.71%) Lead Software Engineer
9 4 (4.71%) SIEM Engineer
Libraries, Frameworks & Software Standards
1 12 (14.12%) HTML
2 10 (11.76%) CSS
2 10 (11.76%) RESTful
3 9 (10.59%) HTML5
4 8 (9.41%) JSON
4 8 (9.41%) Node.js
5 7 (8.24%) CSS3
6 6 (7.06%) REST
7 4 (4.71%) .NET
7 4 (4.71%) Middleware
7 4 (4.71%) Web Services
8 3 (3.53%) AngularJS
8 3 (3.53%) Django
8 3 (3.53%) Polymer
8 3 (3.53%) React
8 3 (3.53%) Web Components
9 2 (2.35%) Flash
9 2 (2.35%) Kafka
9 2 (2.35%) XML
10 1 (1.18%) OpenGL
Miscellaneous
1 14 (16.47%) Data Structures
2 8 (9.41%) Algorithms
2 8 (9.41%) Mobile App
3 7 (8.24%) Fintech
3 7 (8.24%) Greenfield Project
4 3 (3.53%) Data Centre
5 2 (2.35%) Computer Science
5 2 (2.35%) Smartphone
6 1 (1.18%) Analytical Skills
6 1 (1.18%) Cyberattack
6 1 (1.18%) Digital Media
6 1 (1.18%) Enterprise Software
6 1 (1.18%) Mainframe
6 1 (1.18%) Renewable Energy
6 1 (1.18%) Robotics
6 1 (1.18%) Self-Motivation
Operating Systems
1 26 (30.59%) Linux
2 16 (18.82%) Windows
3 7 (8.24%) Android
3 7 (8.24%) Apple iOS
4 3 (3.53%) Unix
Processes & Methodologies
1 31 (36.47%) DevOps
2 29 (34.12%) Agile Software Development
3 22 (25.88%) TDD
4 17 (20.00%) BDD
4 17 (20.00%) Software Engineering
5 14 (16.47%) Test Automation
6 13 (15.29%) Analytics
7 12 (14.12%) Open Source
8 11 (12.94%) Machine Learning
9 10 (11.76%) Data Analytics
9 10 (11.76%) OO
9 10 (11.76%) Visualisation
10 9 (10.59%) Big Data Analytics
10 9 (10.59%) Business Intelligence
10 9 (10.59%) Computational Intelligence
10 9 (10.59%) Data Development
10 9 (10.59%) Microservices
10 9 (10.59%) Telematics
11 8 (9.41%) Data Visualisation
11 8 (9.41%) Scenario Testing
Programming Languages
1 46 (54.12%) Java
2 34 (40.00%) JavaScript
3 22 (25.88%) Ruby
4 21 (24.71%) Perl
5 20 (23.53%) SQL
6 18 (21.18%) Bash Shell
6 18 (21.18%) C#
7 16 (18.82%) Scala
8 15 (17.65%) PHP
9 12 (14.12%) PowerShell
10 11 (12.94%) Shell Script
11 8 (9.41%) MATLAB
11 8 (9.41%) R
12 7 (8.24%) Go
13 4 (4.71%) TypeScript
14 3 (3.53%) C++
14 3 (3.53%) VBScript
15 2 (2.35%) Java 8
15 2 (2.35%) T-SQL
16 1 (1.18%) Korn
Qualifications
1 2 (2.35%) Degree
2 1 (1.18%) Computer Science Degree
Quality Assurance & Compliance
1 7 (8.24%) Data Quality
1 7 (8.24%) QA
2 1 (1.18%) GDPR
2 1 (1.18%) PCI DSS
System Software
1 10 (11.76%) Docker
2 5 (5.88%) vSphere
3 3 (3.53%) VMware Infrastructure
4 1 (1.18%) KVM
4 1 (1.18%) Xen
Systems Management
1 23 (27.06%) Opscode Chef
2 21 (24.71%) Ansible
2 21 (24.71%) Puppet
3 7 (8.24%) Cobbler
4 4 (4.71%) Kubernetes
4 4 (4.71%) QRadar
4 4 (4.71%) Rancher
5 3 (3.53%) Docker Swarm
5 3 (3.53%) Icinga
5 3 (3.53%) Nagios
5 3 (3.53%) Norton AntiVirus
5 3 (3.53%) Oozie
Vendors
1 12 (14.12%) Cloudera
2 10 (11.76%) Tableau
3 7 (8.24%) Google
3 7 (8.24%) VMware
4 6 (7.06%) Oracle
5 5 (5.88%) SaltStack
6 4 (4.71%) Splunk
7 3 (3.53%) McAfee
7 3 (3.53%) Microsoft
7 3 (3.53%) Symantec
8 1 (1.18%) Alteryx
8 1 (1.18%) Automation Anywhere
8 1 (1.18%) SAP