Period
to 22 July 2019

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

Python
East Midlands > Nottinghamshire
6 months to
22 Jul 2019
Same period 2018 Same period 2017
Rank 40 46 62
Rank change year-on-year +6 +16 -2
Permanent jobs citing Python 81 83 80
As % of all permanent IT jobs advertised in Nottinghamshire 5.82% 5.33% 3.89%
As % of the Programming Languages category 10.16% 8.87% 6.60%
Number of salaries quoted 65 74 66
Nottinghamshire median annual salary £52,500 £55,000 £45,000
Median salary % change year-on-year -4.55% +22.22% -
10th Percentile £27,025 £31,625 £31,250
90th Percentile £77,000 £72,500 £72,500
East Midlands median annual salary £40,000 £50,000 £37,500
% change year-on-year -20.00% +33.33% -6.25%

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 797 936 1,212
As % of all permanent IT jobs advertised in Nottinghamshire 57.26% 60.15% 58.98%
Number of salaries quoted 700 803 1,036
Nottinghamshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £26,750 £27,500 £26,250
90th Percentile £67,500 £59,750 £61,250
East Midlands median annual salary £41,000 £42,000 £40,000
% change year-on-year -2.38% +5.00% -

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 22 July 2019.

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 22 July 2019. 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 +1 75 £55,000 - 25
Mansfield - 2 £64,500 - 2
Python
East Midlands

For the 6 months to 22 July 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 Nottinghamshire region with a requirement for Python.

1 33 (40.74%) Amazon AWS
1 33 (40.74%) DevOps
2 32 (39.51%) Agile Software Development
3 30 (37.04%) Linux
3 30 (37.04%) Microsoft Azure
4 27 (33.33%) Java
5 23 (28.40%) JavaScript
6 22 (27.16%) Bash Shell
7 21 (25.93%) Ansible
7 21 (25.93%) C#
8 19 (23.46%) Jenkins
9 18 (22.22%) Software Engineering
9 18 (22.22%) Finance
10 17 (20.99%) SQL
10 17 (20.99%) Docker
10 17 (20.99%) Test Automation
10 17 (20.99%) PowerShell
11 16 (19.75%) C++
11 16 (19.75%) Scrum
12 14 (17.28%) Puppet
12 14 (17.28%) Serverless
13 13 (16.05%) Data Science
13 13 (16.05%) Terraform
13 13 (16.05%) Perl
14 12 (14.81%) Opscode Chef
14 12 (14.81%) Computer Science
14 12 (14.81%) AWS CloudFormation
15 11 (13.58%) Go
15 11 (13.58%) Node.js
16 10 (12.35%) Machine Learning

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 7 (8.64%) nginx
2 5 (6.17%) Apache
2 5 (6.17%) OpenStack
3 3 (3.70%) Confluence
3 3 (3.70%) iPlanet
3 3 (3.70%) JBoss
3 3 (3.70%) Tomcat
3 3 (3.70%) WebLogic
4 1 (1.23%) Apache Spark
4 1 (1.23%) Elasticsearch
4 1 (1.23%) WordPress
Applications
1 2 (2.47%) Microsoft Excel
2 1 (1.23%) Microsoft PowerPoint
Business Applications
1 1 (1.23%) Workfront
Cloud Services
1 33 (40.74%) Amazon AWS
2 30 (37.04%) Microsoft Azure
3 14 (17.28%) Serverless
4 12 (14.81%) AWS CloudFormation
5 9 (11.11%) Google Cloud Platform
6 8 (9.88%) AWS Lambda
7 6 (7.41%) AWS CodePipeline
7 6 (7.41%) GitHub
7 6 (7.41%) IaaS
7 6 (7.41%) Virtual Private Cloud
8 5 (6.17%) Azure Machine Learning
9 4 (4.94%) Azure Data Factory
9 4 (4.94%) Azure Functions
9 4 (4.94%) PaaS
10 3 (3.70%) OpenShift
10 3 (3.70%) SaaS
11 2 (2.47%) Amazon EC2
11 2 (2.47%) Amazon ELB
12 1 (1.23%) Amazon EMR
12 1 (1.23%) Google Analytics
Communications & Networking
1 3 (3.70%) Intrusion Detection
2 2 (2.47%) DNS
3 1 (1.23%) Firewall
3 1 (1.23%) Internet
3 1 (1.23%) VoIP
Database & Business Intelligence
1 8 (9.88%) Amazon DynamoDB
2 5 (6.17%) Big Data
2 5 (6.17%) MySQL
3 4 (4.94%) Data Lake
3 4 (4.94%) NoSQL
4 3 (3.70%) GIS
5 2 (2.47%) Azure SQL Database
5 2 (2.47%) BusinessObjects
5 2 (2.47%) Oracle Database
6 1 (1.23%) BigQuery
6 1 (1.23%) HBase
6 1 (1.23%) HDInsight
6 1 (1.23%) OLTP
6 1 (1.23%) PostgreSQL
6 1 (1.23%) Power BI
6 1 (1.23%) SQL Server
6 1 (1.23%) SQL Server 2017
6 1 (1.23%) SQL Server Analysis Services
6 1 (1.23%) SQL Server Integration Services
6 1 (1.23%) SQL Server Reporting Services
Development Applications
1 19 (23.46%) Jenkins
2 9 (11.11%) Git (software)
3 7 (8.64%) Cucumber
3 7 (8.64%) Selenium
4 5 (6.17%) Bitbucket
4 5 (6.17%) JIRA
5 3 (3.70%) GitLab
6 2 (2.47%) CF BOSH
6 2 (2.47%) Subversion
6 2 (2.47%) Travis CI
7 1 (1.23%) CMake
7 1 (1.23%) Grunt
7 1 (1.23%) JMeter
7 1 (1.23%) Maven
7 1 (1.23%) QF-Test
7 1 (1.23%) Ranorex
7 1 (1.23%) SoapUI
7 1 (1.23%) SpecFlow
7 1 (1.23%) Visual Studio
7 1 (1.23%) WebDriver
General
1 18 (22.22%) Finance
2 6 (7.41%) Electronics
2 6 (7.41%) Manufacturing
2 6 (7.41%) Marketing
2 6 (7.41%) Telecoms
3 4 (4.94%) Retail
4 1 (1.23%) Aerospace
4 1 (1.23%) Automotive
4 1 (1.23%) Military
Job Titles
1 21 (25.93%) DevOps Engineer
2 15 (18.52%) Developer
3 14 (17.28%) Cloud Engineer
4 8 (9.88%) AWS DevOps
4 8 (9.88%) AWS DevOps Engineer
4 8 (9.88%) AWS Engineer
4 8 (9.88%) Software Engineer
5 6 (7.41%) Azure Engineer
6 5 (6.17%) Data Engineer
6 5 (6.17%) Full Stack Developer
6 5 (6.17%) Python Developer
6 5 (6.17%) Software Developer
6 5 (6.17%) Software Tester
6 5 (6.17%) Tester
7 4 (4.94%) Analyst
7 4 (4.94%) Data Scientist
7 4 (4.94%) Graduate
7 4 (4.94%) Junior
7 4 (4.94%) Linux Engineer
7 4 (4.94%) Platform Engineer
Libraries, Frameworks & Software Standards
1 11 (13.58%) Node.js
2 10 (12.35%) HTML
3 9 (11.11%) CSS
4 8 (9.88%) Web Services
5 7 (8.64%) AngularJS
6 6 (7.41%) AWS Amplify
7 4 (4.94%) Elastic Stack
8 3 (3.70%) HTML5
8 3 (3.70%) Middleware
8 3 (3.70%) REST
8 3 (3.70%) RESTful
9 2 (2.47%) .NET
9 2 (2.47%) CSS3
9 2 (2.47%) Gherkin
9 2 (2.47%) jQuery
9 2 (2.47%) Natural Language Processing
9 2 (2.47%) React
9 2 (2.47%) scikit-learn
9 2 (2.47%) TensorFlow
9 2 (2.47%) XML
Miscellaneous
1 10 (12.35%) Public Cloud
2 4 (4.94%) Algorithms
3 3 (3.70%) Analytical Skills
3 3 (3.70%) Data Centre
3 3 (3.70%) Enterprise Software
3 3 (3.70%) NHS
4 2 (2.47%) Derivative
4 2 (2.47%) Greenfield Project
4 2 (2.47%) Linux Command Line
4 2 (2.47%) Private Cloud
4 2 (2.47%) Self-Motivation
4 2 (2.47%) Smart Meter
5 1 (1.23%) Analytical Mindset
5 1 (1.23%) Cloud Native
5 1 (1.23%) Cyber Kill Chain
5 1 (1.23%) Life Science
5 1 (1.23%) Renewable Energy
5 1 (1.23%) Replication
5 1 (1.23%) User Experience
5 1 (1.23%) Virtual Team
Operating Systems
1 30 (37.04%) Linux
2 10 (12.35%) Red Hat Enterprise Linux
3 7 (8.64%) Windows
4 3 (3.70%) Unix
5 2 (2.47%) Amazon Linux
5 2 (2.47%) Ubuntu
6 1 (1.23%) VMS
Processes & Methodologies
1 33 (40.74%) DevOps
2 32 (39.51%) Agile Software Development
3 18 (22.22%) Software Engineering
4 17 (20.99%) Test Automation
5 16 (19.75%) Scrum
6 13 (16.05%) Data Science
7 12 (14.81%) Computer Science
8 10 (12.35%) Configuration Management
8 10 (12.35%) Machine Learning
9 9 (11.11%) Infrastructure as Code
10 8 (9.88%) Cybersecurity
10 8 (9.88%) Data Engineering
10 8 (9.88%) SDLC
11 7 (8.64%) Business Intelligence
11 7 (8.64%) Continuous Deployment
11 7 (8.64%) Continuous Integration
11 7 (8.64%) Deployment Automation
12 6 (7.41%) Mathematics
12 6 (7.41%) Programme Management
12 6 (7.41%) Stakeholder Management
Programming Languages
1 27 (33.33%) Java
2 23 (28.40%) JavaScript
3 22 (27.16%) Bash Shell
4 21 (25.93%) C#
5 17 (20.99%) PowerShell
5 17 (20.99%) SQL
6 16 (19.75%) C++
7 13 (16.05%) Perl
8 11 (13.58%) Go
9 9 (11.11%) Ruby
10 4 (4.94%) R
11 3 (3.70%) PHP
11 3 (3.70%) Shell Script
12 2 (2.47%) C
12 2 (2.47%) Objective-C
13 1 (1.23%) Groovy
13 1 (1.23%) MATLAB
13 1 (1.23%) PL/SQL
13 1 (1.23%) T-SQL
13 1 (1.23%) TypeScript
Qualifications
1 9 (11.11%) Degree
2 4 (4.94%) AWS Certification
3 2 (2.47%) PhD
4 1 (1.23%) (ISC)2 CCSP
4 1 (1.23%) Cisco Certification
4 1 (1.23%) CISSP
4 1 (1.23%) Computer Science Degree
4 1 (1.23%) GIAC
4 1 (1.23%) SC Cleared
4 1 (1.23%) Security Cleared
Quality Assurance & Compliance
1 5 (6.17%) QA
2 1 (1.23%) ISO 9001
2 1 (1.23%) ISO/IEC 27001
2 1 (1.23%) NCSC
System Software
1 17 (20.99%) Docker
2 8 (9.88%) VMware Infrastructure
3 6 (7.41%) Hyper-V
4 4 (4.94%) vSphere
5 1 (1.23%) LXC
Systems Management
1 21 (25.93%) Ansible
2 14 (17.28%) Puppet
3 13 (16.05%) Terraform
4 12 (14.81%) Opscode Chef
5 10 (12.35%) Kubernetes
6 3 (3.70%) ZABBIX
7 2 (2.47%) Mesos
7 2 (2.47%) Nagios
8 1 (1.23%) Icinga
8 1 (1.23%) Nessus
8 1 (1.23%) NetBackup
8 1 (1.23%) QRadar
8 1 (1.23%) SELinux
Vendors
1 9 (11.11%) Red Hat
2 8 (9.88%) VMware
3 7 (8.64%) Google
3 7 (8.64%) Microsoft
4 6 (7.41%) SAP
5 5 (6.17%) Splunk
6 4 (4.94%) AppDynamics
6 4 (4.94%) Databricks
6 4 (4.94%) New Relic
7 3 (3.70%) SaltStack
8 2 (2.47%) Oracle
8 2 (2.47%) Rackspace
9 1 (1.23%) ArcSight
9 1 (1.23%) Tableau