Period
to 16 August 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 16 August 2018 with a comparison to the same period in the previous 2 years.

Python
East Midlands > Nottinghamshire
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 50 71 58
Rank change year-on-year +21 -13 +42
Permanent jobs citing Python 75 70 94
As % of all permanent IT jobs advertised in Nottinghamshire 5.05% 3.48% 4.33%
As % of the Programming Languages category 8.49% 6.08% 7.62%
Number of salaries quoted 59 58 76
Nottinghamshire median annual salary £55,000 £46,250 £50,000
Median salary % change year-on-year +18.92% -7.50% +42.86%
10th Percentile £30,750 £33,000 £28,625
90th Percentile £69,000 £66,125 £82,500
East Midlands median annual salary £45,000 £37,500 £40,000
% change year-on-year +20.00% -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 883 1,152 1,233
As % of all permanent IT jobs advertised in Nottinghamshire 59.42% 57.28% 56.74%
Number of salaries quoted 742 994 1,056
Nottinghamshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% +3.90%
10th Percentile £27,500 £26,000 £24,875
90th Percentile £60,000 £62,500 £58,750
East Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

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 16 August 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 16 August 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 +28 72 £55,000 +10.00% 20
Worksop - 1 £57,500 -
Python
East Midlands

For the 6 months to 16 August 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 42 (56.00%) Java
2 34 (45.33%) JavaScript
2 34 (45.33%) DevOps
3 30 (40.00%) Linux
4 28 (37.33%) Agile Software Development
4 28 (37.33%) Ruby
5 27 (36.00%) Amazon AWS
6 25 (33.33%) NoSQL
6 25 (33.33%) Opscode Chef
7 24 (32.00%) Ansible
7 24 (32.00%) Puppet
8 23 (30.67%) C#
9 21 (28.00%) Windows
10 20 (26.67%) Software Engineering
11 19 (25.33%) TDD
11 19 (25.33%) Perl
11 19 (25.33%) SQL
11 19 (25.33%) Microsoft Azure
12 17 (22.67%) PHP
12 17 (22.67%) Big Data
13 16 (21.33%) Test Automation
13 16 (21.33%) BDD
14 15 (20.00%) Apache Spark
15 14 (18.67%) Bash Shell
15 14 (18.67%) Scala
15 14 (18.67%) Shell Script
16 13 (17.33%) Finance
16 13 (17.33%) Data Structures
17 12 (16.00%) PowerShell
17 12 (16.00%) Open Source

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 15 (20.00%) Apache Spark
2 5 (6.67%) CloudStack
3 3 (4.00%) Apache
3 3 (4.00%) Apache Airflow
3 3 (4.00%) OpenStack
4 1 (1.33%) CMS
4 1 (1.33%) Confluence
4 1 (1.33%) SAS
Cloud Services
1 27 (36.00%) Amazon AWS
2 19 (25.33%) Microsoft Azure
3 5 (6.67%) Google Cloud Platform
4 2 (2.67%) Amazon S3
4 2 (2.67%) SaaS
5 1 (1.33%) Cloud Computing
Database & Business Intelligence
1 25 (33.33%) NoSQL
2 17 (22.67%) Big Data
3 11 (14.67%) Hadoop
4 9 (12.00%) Data Warehouse
5 7 (9.33%) SQL Server
6 6 (8.00%) MongoDB
6 6 (8.00%) MySQL
6 6 (8.00%) Power BI
7 4 (5.33%) PostgreSQL
8 3 (4.00%) Cloudera CDH
8 3 (4.00%) Sqoop
9 2 (2.67%) QlikView
10 1 (1.33%) Apache Cassandra
10 1 (1.33%) Apache Hive
10 1 (1.33%) Apache Kudu
10 1 (1.33%) Data Mining
10 1 (1.33%) HBase
10 1 (1.33%) KNIME
10 1 (1.33%) Relational Database
10 1 (1.33%) SAP BW
Development Applications
1 7 (9.33%) Jenkins
2 6 (8.00%) Git (software)
3 5 (6.67%) JUnit
4 4 (5.33%) Maven
5 3 (4.00%) Cucumber
5 3 (4.00%) Selenium
5 3 (4.00%) Subversion
6 2 (2.67%) Mercurial
6 2 (2.67%) WebDriver
7 1 (1.33%) Appium
7 1 (1.33%) Calabash
7 1 (1.33%) Grunt
7 1 (1.33%) gulp
7 1 (1.33%) JBehave
7 1 (1.33%) JIRA
7 1 (1.33%) NUnit
7 1 (1.33%) SoapUI
7 1 (1.33%) SpecFlow
7 1 (1.33%) TeamCity
7 1 (1.33%) webpack
General
1 13 (17.33%) Finance
2 10 (13.33%) Retail
3 8 (10.67%) Banking
4 3 (4.00%) French Language
4 3 (4.00%) Games
4 3 (4.00%) German Language
5 2 (2.67%) Aerospace
5 2 (2.67%) Automotive
6 1 (1.33%) Telecoms
Job Titles
1 18 (24.00%) Data Engineer
1 18 (24.00%) Developer
1 18 (24.00%) DevOps Engineer
2 13 (17.33%) Big Data Engineer
3 9 (12.00%) Linux Engineer
4 7 (9.33%) Linux DevOps Engineer
4 7 (9.33%) Linux/Unix DevOps
4 7 (9.33%) Operations Engineer
4 7 (9.33%) Software Developer
5 6 (8.00%) Cloud Engineer
5 6 (8.00%) Software Engineer
6 5 (6.67%) Administrator
6 5 (6.67%) Site Reliability Engineer
6 5 (6.67%) Systems Administrator
7 4 (5.33%) Engineering Manager
7 4 (5.33%) Linux Administrator
7 4 (5.33%) Linux Systems Administrator
7 4 (5.33%) Quality Manager
7 4 (5.33%) Software Engineering Manager
7 4 (5.33%) Software Manager
Libraries, Frameworks & Software Standards
1 7 (9.33%) CSS
1 7 (9.33%) RESTful
1 7 (9.33%) Web Services
2 6 (8.00%) Middleware
3 5 (6.67%) .NET
3 5 (6.67%) HTML
3 5 (6.67%) JSON
3 5 (6.67%) Node.js
4 4 (5.33%) REST
5 3 (4.00%) CSS3
5 3 (4.00%) HTML5
6 2 (2.67%) Apache Flex
6 2 (2.67%) Django
6 2 (2.67%) Flash
7 1 (1.33%) AngularJS
7 1 (1.33%) Gherkin
7 1 (1.33%) React
7 1 (1.33%) SOAP
7 1 (1.33%) Web Components
7 1 (1.33%) XML
Miscellaneous
1 13 (17.33%) Data Structures
2 11 (14.67%) Algorithms
3 7 (9.33%) Greenfield Project
4 6 (8.00%) Mobile App
5 5 (6.67%) Fintech
6 3 (4.00%) Computer Science
6 3 (4.00%) Data Centre
7 2 (2.67%) NHS
7 2 (2.67%) Renewable Energy
7 2 (2.67%) Smartphone
8 1 (1.33%) Analytical Skills
8 1 (1.33%) Digital Media
8 1 (1.33%) Enterprise Software
8 1 (1.33%) Mainframe
8 1 (1.33%) Robotics
8 1 (1.33%) Self-Motivation
Operating Systems
1 30 (40.00%) Linux
2 21 (28.00%) Windows
3 6 (8.00%) Unix
4 4 (5.33%) Android
4 4 (5.33%) Apple iOS
Processes & Methodologies
1 34 (45.33%) DevOps
2 28 (37.33%) Agile Software Development
3 20 (26.67%) Software Engineering
4 19 (25.33%) TDD
5 16 (21.33%) BDD
5 16 (21.33%) Test Automation
6 12 (16.00%) OO
6 12 (16.00%) Open Source
7 11 (14.67%) Analytics
7 11 (14.67%) Site Reliability Engineering
8 10 (13.33%) Business Intelligence
8 10 (13.33%) Configuration Management
9 9 (12.00%) Scrum
10 8 (10.67%) Data Analytics
10 8 (10.67%) Machine Learning
10 8 (10.67%) Visualisation
11 7 (9.33%) Big Data Analytics
11 7 (9.33%) ETL
11 7 (9.33%) Microservices
11 7 (9.33%) Telematics
Programming Languages
1 42 (56.00%) Java
2 34 (45.33%) JavaScript
3 28 (37.33%) Ruby
4 23 (30.67%) C#
5 19 (25.33%) Perl
5 19 (25.33%) SQL
6 17 (22.67%) PHP
7 14 (18.67%) Bash Shell
7 14 (18.67%) Scala
7 14 (18.67%) Shell Script
8 12 (16.00%) PowerShell
9 6 (8.00%) Go
9 6 (8.00%) MATLAB
9 6 (8.00%) R
10 4 (5.33%) C++
11 3 (4.00%) T-SQL
12 2 (2.67%) Smalltalk
13 1 (1.33%) C
13 1 (1.33%) Korn
13 1 (1.33%) VBScript
Qualifications
1 3 (4.00%) Degree
Quality Assurance & Compliance
1 7 (9.33%) QA
2 5 (6.67%) Data Quality
3 2 (2.67%) PMO
4 1 (1.33%) GDPR
4 1 (1.33%) PCI DSS
System Software
1 6 (8.00%) Docker
2 5 (6.67%) vSphere
3 3 (4.00%) VMware Infrastructure
4 1 (1.33%) KVM
4 1 (1.33%) Xen
Systems Management
1 25 (33.33%) Opscode Chef
2 24 (32.00%) Ansible
2 24 (32.00%) Puppet
3 6 (8.00%) Cobbler
4 4 (5.33%) Kubernetes
4 4 (5.33%) Rancher
5 3 (4.00%) Docker Swarm
5 3 (4.00%) Icinga
5 3 (4.00%) Nagios
5 3 (4.00%) Oozie
6 1 (1.33%) Norton AntiVirus
6 1 (1.33%) QRadar
Vendors
1 10 (13.33%) Cloudera
2 8 (10.67%) Tableau
3 7 (9.33%) VMware
4 6 (8.00%) Google
5 5 (6.67%) SaltStack
6 4 (5.33%) Oracle
7 3 (4.00%) Microsoft
8 1 (1.33%) Alteryx
8 1 (1.33%) Automation Anywhere
8 1 (1.33%) McAfee
8 1 (1.33%) SAP
8 1 (1.33%) Splunk
8 1 (1.33%) Symantec