Period
to 22 January 2019

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 22 January 2019 with a comparison to the same period in the previous 2 years.

Python
Nottinghamshire > Nottingham
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 30 31 43
Rank change year-on-year +1 +12 +27
Permanent jobs citing Python 98 151 122
As % of all permanent IT jobs advertised in Nottingham 7.90% 8.46% 6.12%
As % of the Programming Languages category 13.74% 12.52% 10.34%
Number of salaries quoted 70 146 122
Nottingham median annual salary £53,750 £52,500 £50,000
Median salary % change year-on-year +2.38% +5.00% +31.58%
10th Percentile £32,500 £38,750 £37,500
90th Percentile £77,750 £68,750 £82,500
Nottinghamshire median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +33.33%

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 713 1,206 1,180
As % of all permanent IT jobs advertised in Nottingham 57.45% 67.60% 59.21%
Number of salaries quoted 552 1,069 994
Nottingham median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +13.33%
10th Percentile £30,800 £27,500 £27,750
90th Percentile £70,000 £65,000 £67,500
Nottinghamshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +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 22 January 2019.

Salary histogram for Python in Nottingham

For the 6 months to 22 January 2019, 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 52 (53.06%) Java
2 50 (51.02%) Agile Software Development
3 37 (37.76%) JavaScript
4 29 (29.59%) Amazon AWS
4 29 (29.59%) DevOps
5 27 (27.55%) Git (software)
6 26 (26.53%) TDD
7 25 (25.51%) Software Engineering
7 25 (25.51%) C#
7 25 (25.51%) HTML
7 25 (25.51%) NoSQL
8 24 (24.49%) Microsoft Azure
8 24 (24.49%) Google
9 23 (23.47%) Linux
9 23 (23.47%) Test Automation
9 23 (23.47%) RESTful
9 23 (23.47%) BDD
10 22 (22.45%) CSS
10 22 (22.45%) Scrum
11 20 (20.41%) HTML5
12 19 (19.39%) Machine Learning
12 19 (19.39%) Analytics
12 19 (19.39%) SQL
13 18 (18.37%) Finance
14 17 (17.35%) CSS3
15 16 (16.33%) Data Science
16 15 (15.31%) Data Analytics
16 15 (15.31%) Ruby
16 15 (15.31%) Web Services
17 14 (14.29%) OO

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 9 (9.18%) Apache Spark
2 4 (4.08%) OpenStack
3 3 (3.06%) nginx
3 3 (3.06%) WordPress
4 1 (1.02%) Apache
4 1 (1.02%) Apache Airflow
4 1 (1.02%) Confluence
4 1 (1.02%) JBoss
4 1 (1.02%) Jetty
4 1 (1.02%) Tomcat
4 1 (1.02%) WebLogic
Applications
1 1 (1.02%) Microsoft Excel
Cloud Services
1 29 (29.59%) Amazon AWS
2 24 (24.49%) Microsoft Azure
3 14 (14.29%) Google Cloud Platform
3 14 (14.29%) IaaS
4 6 (6.12%) GitHub
5 5 (5.10%) PaaS
6 3 (3.06%) OpenShift
7 2 (2.04%) AWS CloudFormation
7 2 (2.04%) Cloud Computing
Communications & Networking
1 13 (13.27%) DNS
2 4 (4.08%) HTTP
2 4 (4.08%) IPv4
2 4 (4.08%) IPv6
2 4 (4.08%) Network Security
3 3 (3.06%) Firewall
3 3 (3.06%) Internet
3 3 (3.06%) Intranet
3 3 (3.06%) SSL
4 2 (2.04%) Reverse Proxy
4 2 (2.04%) VPN
Database & Business Intelligence
1 25 (25.51%) NoSQL
2 9 (9.18%) Big Data
2 9 (9.18%) Hadoop
3 7 (7.14%) MongoDB
4 6 (6.12%) SQL Server
5 5 (5.10%) Power BI
6 4 (4.08%) Apache Cassandra
6 4 (4.08%) Cloudera CDH
6 4 (4.08%) Sqoop
7 3 (3.06%) PostgreSQL
8 2 (2.04%) MySQL
9 1 (1.02%) Apache Kudu
9 1 (1.02%) HBase
Development Applications
1 27 (27.55%) Git (software)
2 14 (14.29%) Jenkins
3 13 (13.27%) webpack
4 12 (12.24%) Grunt
4 12 (12.24%) gulp
4 12 (12.24%) Subversion
5 7 (7.14%) Maven
6 6 (6.12%) GitLab
6 6 (6.12%) JUnit
7 5 (5.10%) JIRA
8 3 (3.06%) Sonatype Nexus
8 3 (3.06%) Visual Studio
9 2 (2.04%) JMeter
9 2 (2.04%) Selenium
9 2 (2.04%) SoapUI
10 1 (1.02%) Cucumber
10 1 (1.02%) Hudson
10 1 (1.02%) Metasploit
10 1 (1.02%) WebDriver
10 1 (1.02%) Zephyr
General
1 18 (18.37%) Finance
2 6 (6.12%) Banking
3 4 (4.08%) Aerospace
3 4 (4.08%) Automotive
3 4 (4.08%) French Language
3 4 (4.08%) German Language
4 1 (1.02%) Manufacturing
Job Titles
1 30 (30.61%) Developer
2 15 (15.31%) Cloud Engineer
3 11 (11.22%) Software Engineer
4 9 (9.18%) Data Engineer
4 9 (9.18%) JavaScript Developer
5 8 (8.16%) Security Engineer
6 7 (7.14%) Azure Engineer
6 7 (7.14%) Big Data Engineer
6 7 (7.14%) Data Scientist
6 7 (7.14%) JavaScript Engineer
6 7 (7.14%) Software Developer
7 6 (6.12%) Cybersecurity Engineer
7 6 (6.12%) Engineering Manager
7 6 (6.12%) Machine Learning Scientist
7 6 (6.12%) Quality Manager
7 6 (6.12%) Software Engineering Manager
7 6 (6.12%) Software Manager
8 5 (5.10%) Lead Software Engineer
9 4 (4.08%) Architect
9 4 (4.08%) Cloud Architect
Libraries, Frameworks & Software Standards
1 25 (25.51%) HTML
2 23 (23.47%) RESTful
3 22 (22.45%) CSS
4 20 (20.41%) HTML5
5 17 (17.35%) CSS3
6 15 (15.31%) Web Services
7 13 (13.27%) REST
8 12 (12.24%) JSON
9 11 (11.22%) Node.js
10 10 (10.20%) Polymer
10 10 (10.20%) Web Components
11 9 (9.18%) AngularJS
12 6 (6.12%) React
12 6 (6.12%) XML
13 5 (5.10%) .NET
13 5 (5.10%) Vue.js
14 4 (4.08%) Protocol Buffers
15 2 (2.04%) Backbone.js
15 2 (2.04%) Ember.js
15 2 (2.04%) Kafka
Miscellaneous
1 9 (9.18%) Private Cloud
1 9 (9.18%) Public Cloud
2 8 (8.16%) Data Structures
3 6 (6.12%) Fintech
3 6 (6.12%) Mobile App
4 4 (4.08%) Algorithms
4 4 (4.08%) Analytical Skills
4 4 (4.08%) Enterprise Cloud
4 4 (4.08%) Hybrid Cloud
4 4 (4.08%) Renewable Energy
5 3 (3.06%) Enterprise Software
5 3 (3.06%) User Experience
6 2 (2.04%) Analytical Mindset
6 2 (2.04%) Greenfield Project
7 1 (1.02%) Cyberattack
7 1 (1.02%) Distributed Denial-of-Service
Operating Systems
1 23 (23.47%) Linux
2 11 (11.22%) Windows
3 7 (7.14%) Android
3 7 (7.14%) Apple iOS
4 2 (2.04%) Red Hat Enterprise Linux
5 1 (1.02%) CentOS
Processes & Methodologies
1 50 (51.02%) Agile Software Development
2 29 (29.59%) DevOps
3 26 (26.53%) TDD
4 25 (25.51%) Software Engineering
5 23 (23.47%) BDD
5 23 (23.47%) Test Automation
6 22 (22.45%) Scrum
7 19 (19.39%) Analytics
7 19 (19.39%) Machine Learning
8 16 (16.33%) Data Science
9 15 (15.31%) Data Analytics
10 14 (14.29%) OO
11 13 (13.27%) Artificial Intelligence
12 12 (12.24%) SDLC
13 11 (11.22%) Configuration Management
13 11 (11.22%) Mentoring
13 11 (11.22%) Unit Testing
14 10 (10.20%) Problem-Solving
14 10 (10.20%) Secure Coding
14 10 (10.20%) Software Testing
Programming Languages
1 52 (53.06%) Java
2 37 (37.76%) JavaScript
3 25 (25.51%) C#
4 19 (19.39%) SQL
5 15 (15.31%) Ruby
6 14 (14.29%) TypeScript
7 13 (13.27%) Perl
8 10 (10.20%) PowerShell
9 9 (9.18%) Bash Shell
9 9 (9.18%) Scala
10 8 (8.16%) VBScript
11 6 (6.12%) C++
11 6 (6.12%) Go
12 5 (5.10%) MATLAB
12 5 (5.10%) PHP
12 5 (5.10%) R
13 2 (2.04%) C
13 2 (2.04%) Java 8
14 1 (1.02%) ES6
14 1 (1.02%) Groovy
Qualifications
1 9 (9.18%) Degree
2 5 (5.10%) Computer Science Degree
3 4 (4.08%) CISM
3 4 (4.08%) CISSP
3 4 (4.08%) CompTIA Security+
4 2 (2.04%) Numerate Degree
4 2 (2.04%) PhD
4 2 (2.04%) SC Cleared
4 2 (2.04%) Security Cleared
Quality Assurance & Compliance
1 8 (8.16%) QA
2 5 (5.10%) Data Quality
3 1 (1.02%) GDPR
3 1 (1.02%) PCI DSS
System Software
1 14 (14.29%) Docker
2 1 (1.02%) KVM
2 1 (1.02%) pfSense
Systems Management
1 14 (14.29%) Puppet
2 13 (13.27%) Ansible
3 11 (11.22%) Opscode Chef
3 11 (11.22%) Terraform
4 7 (7.14%) Kubernetes
4 7 (7.14%) Norton AntiVirus
5 4 (4.08%) Oozie
5 4 (4.08%) QRadar
6 1 (1.02%) Cobbler
Vendors
1 24 (24.49%) Google
2 10 (10.20%) Microsoft
3 9 (9.18%) Cloudera
4 7 (7.14%) McAfee
4 7 (7.14%) Symantec
5 6 (6.12%) Tableau
6 4 (4.08%) CheckPoint
6 4 (4.08%) F5
6 4 (4.08%) Splunk
7 2 (2.04%) Oracle
7 2 (2.04%) Red Hat