Period
to 10 December 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 10 December 2018 with a comparison to the same period in the previous 2 years.

Python
East Midlands > Nottinghamshire
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 43 43 49
Rank change year-on-year 0 +6 +47
Permanent jobs citing Python 92 138 130
As % of all permanent IT jobs advertised in Nottinghamshire 6.20% 6.84% 5.70%
As % of the Programming Languages category 10.98% 10.73% 10.29%
Number of salaries quoted 59 126 133
Nottinghamshire median annual salary £52,500 £50,750 £50,000
Median salary % change year-on-year +3.45% +1.50% +11.11%
10th Percentile £32,500 £37,500 £31,250
90th Percentile £70,250 £65,000 £82,500
East Midlands median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

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 838 1,286 1,263
As % of all permanent IT jobs advertised in Nottinghamshire 56.51% 63.73% 55.39%
Number of salaries quoted 634 1,130 1,101
Nottinghamshire median annual salary £45,000 £42,500 £42,091
Median salary % change year-on-year +5.88% +0.97% +12.24%
10th Percentile £30,000 £27,500 £27,500
90th Percentile £70,000 £62,500 £66,250
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 10 December 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 10 December 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 0 87 £52,500 - 25
Python
East Midlands

For the 6 months to 10 December 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 (51.09%) Java
2 39 (42.39%) Agile Software Development
3 36 (39.13%) JavaScript
4 27 (29.35%) TDD
5 25 (27.17%) Software Engineering
5 25 (27.17%) NoSQL
6 24 (26.09%) HTML
7 23 (25.00%) BDD
8 22 (23.91%) Amazon AWS
8 22 (23.91%) RESTful
8 22 (23.91%) DevOps
9 21 (22.83%) SQL
9 21 (22.83%) CSS
10 20 (21.74%) HTML5
11 19 (20.65%) Git (software)
12 18 (19.57%) Analytics
12 18 (19.57%) Finance
13 17 (18.48%) Linux
13 17 (18.48%) Machine Learning
13 17 (18.48%) CSS3
14 15 (16.30%) Scala
14 15 (16.30%) Test Automation
14 15 (16.30%) Big Data
14 15 (16.30%) C#
14 15 (16.30%) Perl
14 15 (16.30%) Google
15 14 (15.22%) Data Science
15 14 (15.22%) Data Analytics
16 13 (14.13%) Cloudera
16 13 (14.13%) Opscode Chef

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 13 (14.13%) Apache Spark
2 3 (3.26%) Apache
2 3 (3.26%) Apache Airflow
2 3 (3.26%) OpenStack
3 1 (1.09%) CloudStack
3 1 (1.09%) Confluence
3 1 (1.09%) JBoss
3 1 (1.09%) Jetty
3 1 (1.09%) nginx
3 1 (1.09%) Tomcat
3 1 (1.09%) WebLogic
3 1 (1.09%) WordPress
Applications
1 1 (1.09%) Microsoft Excel
Cloud Services
1 22 (23.91%) Amazon AWS
2 12 (13.04%) Microsoft Azure
3 7 (7.61%) IaaS
4 5 (5.43%) Google Cloud Platform
5 4 (4.35%) PaaS
6 3 (3.26%) GitHub
7 2 (2.17%) Cloud Computing
8 1 (1.09%) OpenShift
8 1 (1.09%) SaaS
Communications & Networking
1 6 (6.52%) DNS
2 3 (3.26%) HTTP
2 3 (3.26%) IPv4
2 3 (3.26%) IPv6
2 3 (3.26%) Network Security
3 1 (1.09%) Firewall
3 1 (1.09%) Internet
3 1 (1.09%) Intranet
3 1 (1.09%) SSL
Database & Business Intelligence
1 25 (27.17%) NoSQL
2 15 (16.30%) Big Data
3 13 (14.13%) Hadoop
4 7 (7.61%) MongoDB
4 7 (7.61%) Power BI
5 6 (6.52%) PostgreSQL
5 6 (6.52%) SQL Server
6 5 (5.43%) MySQL
7 4 (4.35%) Cloudera CDH
7 4 (4.35%) Sqoop
8 3 (3.26%) Apache Cassandra
9 1 (1.09%) Apache Kudu
9 1 (1.09%) HBase
Development Applications
1 19 (20.65%) Git (software)
2 13 (14.13%) Subversion
3 12 (13.04%) Grunt
3 12 (13.04%) gulp
3 12 (13.04%) webpack
4 7 (7.61%) Maven
5 6 (6.52%) JUnit
6 5 (5.43%) Jenkins
7 3 (3.26%) JIRA
7 3 (3.26%) Sonatype Nexus
8 2 (2.17%) JMeter
8 2 (2.17%) Selenium
8 2 (2.17%) SoapUI
8 2 (2.17%) Visual Studio
9 1 (1.09%) Cucumber
9 1 (1.09%) GitLab
9 1 (1.09%) Hudson
9 1 (1.09%) Metasploit
9 1 (1.09%) WebDriver
9 1 (1.09%) Zephyr
General
1 18 (19.57%) Finance
2 6 (6.52%) Banking
3 4 (4.35%) French Language
3 4 (4.35%) German Language
4 2 (2.17%) Games
4 2 (2.17%) Retail
5 1 (1.09%) Aerospace
5 1 (1.09%) Automotive
5 1 (1.09%) Manufacturing
Job Titles
1 30 (32.61%) Developer
2 15 (16.30%) Data Engineer
3 14 (15.22%) Software Engineer
4 12 (13.04%) JavaScript Developer
5 11 (11.96%) Big Data Engineer
6 9 (9.78%) JavaScript Engineer
7 6 (6.52%) Cloud Engineer
7 6 (6.52%) Engineering Manager
7 6 (6.52%) Lead Software Engineer
7 6 (6.52%) Quality Manager
7 6 (6.52%) Security Engineer
7 6 (6.52%) Software Engineering Manager
7 6 (6.52%) Software Manager
8 5 (5.43%) Cybersecurity Engineer
8 5 (5.43%) Data Scientist
8 5 (5.43%) Software Developer
9 4 (4.35%) Development Engineer
9 4 (4.35%) Hadoop Engineer
9 4 (4.35%) Python Developer
9 4 (4.35%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 24 (26.09%) HTML
2 22 (23.91%) RESTful
3 21 (22.83%) CSS
4 20 (21.74%) HTML5
5 17 (18.48%) CSS3
6 11 (11.96%) JSON
7 10 (10.87%) Node.js
7 10 (10.87%) Polymer
7 10 (10.87%) REST
7 10 (10.87%) Web Components
8 8 (8.70%) .NET
8 8 (8.70%) Web Services
9 6 (6.52%) AngularJS
10 5 (5.43%) React
10 5 (5.43%) XML
11 3 (3.26%) Django
11 3 (3.26%) Protocol Buffers
11 3 (3.26%) Vue.js
12 2 (2.17%) Ember.js
12 2 (2.17%) Kafka
Miscellaneous
1 9 (9.78%) Data Structures
2 7 (7.61%) Mobile App
3 6 (6.52%) Fintech
4 4 (4.35%) Enterprise Software
4 4 (4.35%) User Experience
5 3 (3.26%) Algorithms
5 3 (3.26%) Enterprise Cloud
5 3 (3.26%) Greenfield Project
5 3 (3.26%) Hybrid Cloud
5 3 (3.26%) Private Cloud
5 3 (3.26%) Public Cloud
6 2 (2.17%) Analytical Skills
7 1 (1.09%) Cyberattack
7 1 (1.09%) Renewable Energy
7 1 (1.09%) Smartphone
Operating Systems
1 17 (18.48%) Linux
2 7 (7.61%) Android
2 7 (7.61%) Apple iOS
2 7 (7.61%) Windows
3 1 (1.09%) CentOS
Processes & Methodologies
1 39 (42.39%) Agile Software Development
2 27 (29.35%) TDD
3 25 (27.17%) Software Engineering
4 23 (25.00%) BDD
5 22 (23.91%) DevOps
6 18 (19.57%) Analytics
7 17 (18.48%) Machine Learning
8 15 (16.30%) Test Automation
9 14 (15.22%) Data Analytics
9 14 (15.22%) Data Science
10 13 (14.13%) Scrum
11 12 (13.04%) SDLC
12 11 (11.96%) Mentoring
12 11 (11.96%) Unit Testing
13 10 (10.87%) Cross-Browser Compatibility
13 10 (10.87%) Secure Coding
14 9 (9.78%) Computational Intelligence
14 9 (9.78%) Data Development
14 9 (9.78%) Data-Driven Decision Making
14 9 (9.78%) Telematics
Programming Languages
1 47 (51.09%) Java
2 36 (39.13%) JavaScript
3 21 (22.83%) SQL
4 15 (16.30%) C#
4 15 (16.30%) Perl
4 15 (16.30%) Scala
5 13 (14.13%) TypeScript
6 12 (13.04%) Bash Shell
7 10 (10.87%) Ruby
8 8 (8.70%) MATLAB
8 8 (8.70%) R
9 7 (7.61%) PHP
9 7 (7.61%) PowerShell
10 6 (6.52%) C++
10 6 (6.52%) Go
10 6 (6.52%) VBScript
11 2 (2.17%) C
11 2 (2.17%) Java 8
11 2 (2.17%) Shell Script
12 1 (1.09%) Groovy
Qualifications
1 4 (4.35%) Computer Science Degree
1 4 (4.35%) Degree
2 3 (3.26%) CISM
2 3 (3.26%) CISSP
2 3 (3.26%) CompTIA Security+
3 2 (2.17%) PhD
Quality Assurance & Compliance
1 8 (8.70%) QA
2 7 (7.61%) Data Quality
3 1 (1.09%) GDPR
3 1 (1.09%) PCI DSS
System Software
1 12 (13.04%) Docker
2 1 (1.09%) KVM
2 1 (1.09%) pfSense
2 1 (1.09%) vSphere
Systems Management
1 13 (14.13%) Opscode Chef
2 11 (11.96%) Ansible
2 11 (11.96%) Puppet
3 7 (7.61%) Kubernetes
4 6 (6.52%) Norton AntiVirus
5 4 (4.35%) Oozie
5 4 (4.35%) QRadar
6 3 (3.26%) Rancher
6 3 (3.26%) Terraform
7 2 (2.17%) Cobbler
7 2 (2.17%) Docker Swarm
Vendors
1 15 (16.30%) Google
2 13 (14.13%) Cloudera
3 8 (8.70%) Tableau
4 6 (6.52%) McAfee
4 6 (6.52%) Microsoft
4 6 (6.52%) Symantec
5 4 (4.35%) Oracle
5 4 (4.35%) Splunk
6 3 (3.26%) CheckPoint
6 3 (3.26%) F5
7 1 (1.09%) SaltStack
7 1 (1.09%) VMware