Period
to 19 October 2018

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 19 October 2018 with a comparison to the same period in the previous 2 years.

Python
East Midlands > Nottinghamshire
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 47 55 57
Rank change year-on-year +8 +2 +51
Permanent jobs citing Python 83 97 108
As % of all permanent IT jobs advertised in Nottinghamshire 5.26% 4.96% 4.74%
As % of the Programming Languages category 9.01% 8.41% 8.65%
Number of salaries quoted 49 84 108
Nottinghamshire median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +14.29%
10th Percentile £32,500 £35,750 £31,175
90th Percentile £70,250 £68,750 £82,500
East Midlands median annual salary £47,750 £41,250 £40,000
% change year-on-year +15.76% +3.13% -

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 921 1,154 1,249
As % of all permanent IT jobs advertised in Nottinghamshire 58.33% 59.03% 54.78%
Number of salaries quoted 729 1,011 1,076
Nottinghamshire median annual salary £42,500 £42,500 £42,091
Median salary % change year-on-year - +0.97% +12.24%
10th Percentile £28,750 £27,500 £26,250
90th Percentile £66,500 £65,000 £64,750
East Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +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 19 October 2018.

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 19 October 2018. 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 +12 80 £56,250 +7.14% 24
Python
East Midlands

For the 6 months to 19 October 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 Nottinghamshire region with a requirement for Python.

1 47 (56.63%) Java
2 34 (40.96%) Agile Software Development
3 33 (39.76%) JavaScript
4 28 (33.73%) TDD
5 23 (27.71%) BDD
6 22 (26.51%) NoSQL
6 22 (26.51%) HTML
7 20 (24.10%) CSS
8 19 (22.89%) Software Engineering
8 19 (22.89%) Big Data
8 19 (22.89%) HTML5
8 19 (22.89%) RESTful
9 18 (21.69%) DevOps
9 18 (21.69%) Finance
10 17 (20.48%) Apache Spark
11 16 (19.28%) Scala
11 16 (19.28%) CSS3
11 16 (19.28%) SQL
12 15 (18.07%) Amazon AWS
12 15 (18.07%) Opscode Chef
13 14 (16.87%) Test Automation
13 14 (16.87%) Git (software)
13 14 (16.87%) Perl
13 14 (16.87%) Linux
14 13 (15.66%) Subversion
14 13 (15.66%) Google
14 13 (15.66%) Hadoop
14 13 (15.66%) Bash Shell
14 13 (15.66%) Cloudera
14 13 (15.66%) SDLC

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 17 (20.48%) Apache Spark
2 3 (3.61%) Apache
2 3 (3.61%) Apache Airflow
3 2 (2.41%) CloudStack
3 2 (2.41%) Confluence
4 1 (1.20%) JBoss
4 1 (1.20%) Jetty
4 1 (1.20%) Tomcat
4 1 (1.20%) WebLogic
Applications
1 1 (1.20%) Microsoft Excel
Cloud Services
1 15 (18.07%) Amazon AWS
2 6 (7.23%) Microsoft Azure
3 3 (3.61%) Google Cloud Platform
4 2 (2.41%) Cloud Computing
4 2 (2.41%) SaaS
5 1 (1.20%) IaaS
5 1 (1.20%) PaaS
Database & Business Intelligence
1 22 (26.51%) NoSQL
2 19 (22.89%) Big Data
3 13 (15.66%) Hadoop
4 7 (8.43%) Power BI
5 6 (7.23%) MongoDB
5 6 (7.23%) PostgreSQL
6 5 (6.02%) MySQL
6 5 (6.02%) SQL Server
7 4 (4.82%) Cloudera CDH
7 4 (4.82%) Data Warehouse
7 4 (4.82%) Sqoop
8 1 (1.20%) Apache Cassandra
8 1 (1.20%) Apache Kudu
8 1 (1.20%) Data Mining
8 1 (1.20%) HBase
Development Applications
1 14 (16.87%) Git (software)
2 13 (15.66%) Subversion
3 11 (13.25%) Grunt
3 11 (13.25%) gulp
3 11 (13.25%) webpack
4 7 (8.43%) JUnit
5 6 (7.23%) Maven
6 3 (3.61%) JIRA
6 3 (3.61%) Selenium
6 3 (3.61%) Sonatype Nexus
7 2 (2.41%) Cucumber
7 2 (2.41%) Jenkins
7 2 (2.41%) JMeter
7 2 (2.41%) SoapUI
7 2 (2.41%) WebDriver
8 1 (1.20%) Appium
8 1 (1.20%) Calabash
8 1 (1.20%) NUnit
8 1 (1.20%) SpecFlow
8 1 (1.20%) Zephyr
General
1 18 (21.69%) Finance
2 10 (12.05%) Banking
3 7 (8.43%) Retail
4 4 (4.82%) French Language
4 4 (4.82%) German Language
5 3 (3.61%) Games
6 1 (1.20%) Automotive
6 1 (1.20%) Telecoms
Job Titles
1 27 (32.53%) Developer
2 18 (21.69%) Data Engineer
3 15 (18.07%) Big Data Engineer
4 11 (13.25%) Software Engineer
5 10 (12.05%) JavaScript Developer
6 7 (8.43%) Cloud Engineer
7 6 (7.23%) DevOps Engineer
7 6 (7.23%) Engineering Manager
7 6 (7.23%) Lead Software Engineer
7 6 (7.23%) Quality Manager
7 6 (7.23%) Software Engineering Manager
7 6 (7.23%) Software Manager
8 5 (6.02%) JavaScript Engineer
9 4 (4.82%) Cybersecurity Engineer
9 4 (4.82%) Development Engineer
9 4 (4.82%) Hadoop Engineer
9 4 (4.82%) Python Developer
9 4 (4.82%) Security Engineer
9 4 (4.82%) Senior Developer
9 4 (4.82%) Software Developer
Libraries, Frameworks & Software Standards
1 22 (26.51%) HTML
2 20 (24.10%) CSS
3 19 (22.89%) HTML5
3 19 (22.89%) RESTful
4 16 (19.28%) CSS3
5 10 (12.05%) Polymer
5 10 (12.05%) Web Components
6 9 (10.84%) Node.js
7 8 (9.64%) JSON
8 6 (7.23%) REST
9 4 (4.82%) .NET
9 4 (4.82%) AngularJS
9 4 (4.82%) React
9 4 (4.82%) Web Services
10 3 (3.61%) Django
11 2 (2.41%) Ember.js
11 2 (2.41%) Flash
11 2 (2.41%) Kafka
11 2 (2.41%) Vue.js
11 2 (2.41%) XML
Miscellaneous
1 10 (12.05%) Data Structures
2 8 (9.64%) Mobile App
3 7 (8.43%) Greenfield Project
4 6 (7.23%) Fintech
5 4 (4.82%) Algorithms
5 4 (4.82%) Enterprise Software
6 2 (2.41%) Analytical Skills
6 2 (2.41%) Computer Science
6 2 (2.41%) Smartphone
7 1 (1.20%) Cyberattack
7 1 (1.20%) Digital Media
7 1 (1.20%) Renewable Energy
7 1 (1.20%) Self-Motivation
7 1 (1.20%) User Experience
Operating Systems
1 14 (16.87%) Linux
2 7 (8.43%) Android
2 7 (8.43%) Apple iOS
2 7 (8.43%) Windows
3 1 (1.20%) Unix
Processes & Methodologies
1 34 (40.96%) Agile Software Development
2 28 (33.73%) TDD
3 23 (27.71%) BDD
4 19 (22.89%) Software Engineering
5 18 (21.69%) DevOps
6 14 (16.87%) Test Automation
7 13 (15.66%) SDLC
8 12 (14.46%) Analytics
8 12 (14.46%) Machine Learning
9 10 (12.05%) Cross-Browser Compatibility
9 10 (12.05%) Data Analytics
9 10 (12.05%) Secure Coding
9 10 (12.05%) Unit Testing
10 9 (10.84%) Big Data Analytics
10 9 (10.84%) Computational Intelligence
10 9 (10.84%) Data Development
10 9 (10.84%) Mentoring
10 9 (10.84%) Microservices
10 9 (10.84%) Telematics
10 9 (10.84%) Visualisation
Programming Languages
1 47 (56.63%) Java
2 33 (39.76%) JavaScript
3 16 (19.28%) Scala
3 16 (19.28%) SQL
4 14 (16.87%) Perl
5 13 (15.66%) Bash Shell
6 12 (14.46%) C#
6 12 (14.46%) TypeScript
7 9 (10.84%) PHP
7 9 (10.84%) Ruby
8 8 (9.64%) MATLAB
8 8 (9.64%) R
9 5 (6.02%) PowerShell
9 5 (6.02%) Shell Script
10 3 (3.61%) C++
10 3 (3.61%) Go
10 3 (3.61%) VBScript
11 2 (2.41%) Java 8
12 1 (1.20%) C
12 1 (1.20%) Korn
Qualifications
1 2 (2.41%) Degree
2 1 (1.20%) Computer Science Degree
Quality Assurance & Compliance
1 8 (9.64%) QA
2 7 (8.43%) Data Quality
3 1 (1.20%) GDPR
3 1 (1.20%) PCI DSS
System Software
1 10 (12.05%) Docker
2 3 (3.61%) vSphere
3 1 (1.20%) KVM
3 1 (1.20%) Xen
Systems Management
1 15 (18.07%) Opscode Chef
2 11 (13.25%) Ansible
2 11 (13.25%) Puppet
3 4 (4.82%) Kubernetes
3 4 (4.82%) Oozie
3 4 (4.82%) QRadar
3 4 (4.82%) Rancher
4 3 (3.61%) Cobbler
4 3 (3.61%) Docker Swarm
4 3 (3.61%) Norton AntiVirus
Vendors
1 13 (15.66%) Cloudera
1 13 (15.66%) Google
2 8 (9.64%) Tableau
3 5 (6.02%) Oracle
4 4 (4.82%) Splunk
5 3 (3.61%) McAfee
5 3 (3.61%) Microsoft
5 3 (3.61%) Symantec
6 2 (2.41%) SaltStack
6 2 (2.41%) VMware