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 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Python
East Midlands / Nottinghamshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 73 70 74
Rank change year-on-year -3 +4  
Permanent jobs citing Python 25 30 31
As % of all permanent IT jobs advertised in Nottinghamshire 2.42% 2.85% 2.43%
As % of the Programming Languages category 4.36% 5.15% 4.54%
Number of salaries quoted 16 19 22
Median salary £45,000 £42,500 £37,500
Median salary % change year-on-year +5.88% +13.33%  
90% offered a salary of more than £31,250 £31,900 £31,500
10% offered a salary of more than £65,000 £56,000 £64,750
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Nottinghamshire with a requirement for programming language skills.

Programming Language Skills
Nottinghamshire
Permanent job vacancies with a requirement for programming language skills 573 582 683
As % of all permanent IT job vacancies advertised in Nottinghamshire 55.58% 55.38% 53.48%
Number of salaries quoted 490 495 581
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% -  
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £60,000 £48,000 £55,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in Nottinghamshire

The job posting trend of jobs advertised in Nottinghamshire citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

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 3 months to 27 June 2017.

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 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottingham -2 24 £45,000 +5.88% 5
Python
East Midlands

For the 6 months to 27 June 2017, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Nottinghamshire region with a requirement for Python.

1 45 (55.56%) Agile Software Development
2 33 (40.74%) Java
3 31 (38.27%) SQL
4 29 (35.80%) Ruby
5 27 (33.33%) .NET
6 26 (32.10%) HTML
7 23 (28.40%) C#
7 23 (28.40%) JavaScript
7 23 (28.40%) PHP
8 22 (27.16%) CSS
9 21 (25.93%) SDLC
10 20 (24.69%) Big Data
11 19 (23.46%) Greenfield Project
12 17 (20.99%) Perl
12 17 (20.99%) Banking
12 17 (20.99%) Test Automation
13 16 (19.75%) Git (software)
13 16 (19.75%) C++
14 15 (18.52%) MySQL
14 15 (18.52%) Linux
14 15 (18.52%) Retail
14 15 (18.52%) Finance
14 15 (18.52%) Amazon AWS
14 15 (18.52%) DevOps
15 14 (17.28%) Telecoms
15 14 (17.28%) TDD
16 13 (16.05%) Configuration Management
16 13 (16.05%) Web Development
17 12 (14.81%) Marketing
17 12 (14.81%) Continuous Integration

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 6 (7.41%) OpenStack
2 5 (6.17%) Apache
2 5 (6.17%) nginx
2 5 (6.17%) WordPress
3 4 (4.94%) Apache Spark
3 4 (4.94%) CloudStack
3 4 (4.94%) JBoss
3 4 (4.94%) Tomcat
4 3 (3.70%) Confluence
4 3 (3.70%) Jetty
4 3 (3.70%) WebLogic
5 2 (2.47%) Adobe Experience Manager
5 2 (2.47%) Alfresco
5 2 (2.47%) Apache Solr
5 2 (2.47%) CMS
5 2 (2.47%) Liferay
5 2 (2.47%) SAS
5 2 (2.47%) WebSphere
6 1 (1.23%) Elasticsearch
6 1 (1.23%) IIS
Applications
1 2 (2.47%) Microsoft Excel
1 2 (2.47%) Microsoft PowerPoint
2 1 (1.23%) Spreadsheet
Cloud Services
1 15 (18.52%) Amazon AWS
2 8 (9.88%) SaaS
3 5 (6.17%) Microsoft Azure
4 1 (1.23%) Cloud Computing
Communications & Networking
1 4 (4.94%) Firewall
2 2 (2.47%) SSL
3 1 (1.23%) BGP
3 1 (1.23%) Cisco ASA
3 1 (1.23%) Cisco IOS
3 1 (1.23%) DNS
3 1 (1.23%) EIGRP
3 1 (1.23%) F5 BIG-IP LTM
3 1 (1.23%) HSRP
3 1 (1.23%) HTTP
3 1 (1.23%) Intrusion Detection
3 1 (1.23%) IPsec
3 1 (1.23%) iSCSI
3 1 (1.23%) LDAP
3 1 (1.23%) Network Security
3 1 (1.23%) NX-OS
3 1 (1.23%) TCP/IP
3 1 (1.23%) VRRP
3 1 (1.23%) Wireshark
Database & Business Intelligence
1 20 (24.69%) Big Data
2 15 (18.52%) MySQL
3 9 (11.11%) NoSQL
4 6 (7.41%) Hadoop
4 6 (7.41%) MongoDB
4 6 (7.41%) RDBMS
4 6 (7.41%) Relational Database
5 4 (4.94%) Redis
6 2 (2.47%) Apache Cassandra
6 2 (2.47%) QlikView
6 2 (2.47%) Riak
6 2 (2.47%) SQL Server
6 2 (2.47%) SQL Server Integration Services
7 1 (1.23%) Apache Hive
7 1 (1.23%) Couchbase
Development Applications
1 16 (19.75%) Git (software)
2 12 (14.81%) Subversion
3 11 (13.58%) Jenkins
4 8 (9.88%) TeamCity
5 7 (8.64%) Selenium
6 6 (7.41%) SpecFlow
7 4 (4.94%) Cucumber
7 4 (4.94%) JIRA
8 3 (3.70%) Appium
8 3 (3.70%) Calabash
8 3 (3.70%) Gatling
8 3 (3.70%) JBehave
8 3 (3.70%) JMeter
8 3 (3.70%) JUnit
9 2 (2.47%) Atlassian Bamboo
9 2 (2.47%) Travis CI
10 1 (1.23%) Bugzilla
10 1 (1.23%) Maven
10 1 (1.23%) Mercurial
10 1 (1.23%) Team Foundation Server
General
1 17 (20.99%) Banking
2 15 (18.52%) Finance
2 15 (18.52%) Retail
3 14 (17.28%) Telecoms
4 12 (14.81%) Marketing
5 2 (2.47%) Back Office
6 1 (1.23%) Advertising
Job Titles
1 35 (43.21%) Developer
2 16 (19.75%) Software Developer
3 13 (16.05%) C# Developer
3 13 (16.05%) C++ Developer
3 13 (16.05%) C++ Software Developer
4 11 (13.58%) Test Engineer
5 10 (12.35%) DevOps Engineer
6 9 (11.11%) Analyst
7 8 (9.88%) Architect
7 8 (9.88%) AWS DevOps
7 8 (9.88%) AWS DevOps Engineer
7 8 (9.88%) AWS Engineer
8 7 (8.64%) C# Software Developer
8 7 (8.64%) C++/C# Developer
8 7 (8.64%) Test Automation Engineer
9 6 (7.41%) .NET Developer
9 6 (7.41%) C# .NET Developer
9 6 (7.41%) HTML Developer
9 6 (7.41%) JavaScript Developer
9 6 (7.41%) Web Developer
Libraries, Frameworks & Software Standards
1 27 (33.33%) .NET
2 26 (32.10%) HTML
3 22 (27.16%) CSS
4 10 (12.35%) AngularJS
4 10 (12.35%) HTML5
5 6 (7.41%) Kafka
5 6 (7.41%) Node.js
6 4 (4.94%) React
6 4 (4.94%) REST
6 4 (4.94%) Web Services
6 4 (4.94%) XML
7 3 (3.70%) Behat
7 3 (3.70%) J2EE
7 3 (3.70%) JSON
7 3 (3.70%) KnockoutJS
7 3 (3.70%) SOAP
8 2 (2.47%) .NET Framework
8 2 (2.47%) CSS3
8 2 (2.47%) jQuery
8 2 (2.47%) WebCenter
Miscellaneous
1 19 (23.46%) Greenfield Project
2 10 (12.35%) Enterprise Software
3 8 (9.88%) Analytical Skills
4 4 (4.94%) Social Media
5 2 (2.47%) Computer Science
5 2 (2.47%) Data Structures
5 2 (2.47%) Mobile App
6 1 (1.23%) Algorithms
6 1 (1.23%) Clustering
6 1 (1.23%) Credit Risk
6 1 (1.23%) Foreign Exchange (FX)
6 1 (1.23%) Private Cloud
6 1 (1.23%) Wiki
Operating Systems
1 15 (18.52%) Linux
2 7 (8.64%) Unix
2 7 (8.64%) Windows
3 6 (7.41%) Android
4 5 (6.17%) Apple iOS
5 4 (4.94%) Red Hat Enterprise Linux
6 1 (1.23%) CentOS
6 1 (1.23%) Debian
6 1 (1.23%) Mac OS
6 1 (1.23%) Ubuntu
6 1 (1.23%) Windows Server
Processes & Methodologies
1 45 (55.56%) Agile Software Development
2 21 (25.93%) SDLC
3 17 (20.99%) Test Automation
4 15 (18.52%) DevOps
5 14 (17.28%) TDD
6 13 (16.05%) Configuration Management
6 13 (16.05%) Web Development
7 12 (14.81%) Continuous Integration
8 11 (13.58%) Project Management
8 11 (13.58%) Technical Architecture
9 10 (12.35%) OO
9 10 (12.35%) Test Scripting
10 9 (11.11%) BDD
10 9 (11.11%) Scrum
11 8 (9.88%) Analytics
11 8 (9.88%) Open Source
11 8 (9.88%) Software Engineering
12 6 (7.41%) Mentoring
13 5 (6.17%) Pay per click
13 5 (6.17%) Statistical Modelling
Programming Languages
1 33 (40.74%) Java
2 31 (38.27%) SQL
3 29 (35.80%) Ruby
4 23 (28.40%) C#
4 23 (28.40%) JavaScript
4 23 (28.40%) PHP
5 17 (20.99%) Perl
6 16 (19.75%) C++
7 11 (13.58%) Go
8 9 (11.11%) R
9 7 (8.64%) Scala
10 6 (7.41%) Shell Script
11 4 (4.94%) Bash Shell
12 3 (3.70%) C
13 2 (2.47%) PowerShell
14 1 (1.23%) Objective-C
14 1 (1.23%) Tcl
14 1 (1.23%) T-SQL
14 1 (1.23%) VB.NET
Qualifications
1 4 (4.94%) ISEB
1 4 (4.94%) ISTQB Foundation Certification
2 3 (3.70%) Degree
2 3 (3.70%) ISTQB
3 2 (2.47%) Master's Degree
4 1 (1.23%) Computer Science Degree
4 1 (1.23%) Numerate Degree
4 1 (1.23%) PhD
Quality Assurance & Compliance
1 6 (7.41%) QA
System Software
1 5 (6.17%) Xen
2 4 (4.94%) Docker
2 4 (4.94%) vSphere
2 4 (4.94%) XenServer
3 1 (1.23%) Active Directory
3 1 (1.23%) Hyper-V
3 1 (1.23%) NFS
3 1 (1.23%) Samba
3 1 (1.23%) Squid
3 1 (1.23%) Varnish
3 1 (1.23%) VMware Infrastructure
Systems Management
1 12 (14.81%) Opscode Chef
1 12 (14.81%) Puppet
2 11 (13.58%) Ansible
3 6 (7.41%) Kubernetes
4 4 (4.94%) Cobbler
4 4 (4.94%) Mesos
4 4 (4.94%) Terraform
4 4 (4.94%) Tivoli
5 2 (2.47%) TeamSite
6 1 (1.23%) Cacti
6 1 (1.23%) HAProxy
6 1 (1.23%) Nagios
6 1 (1.23%) Salt
6 1 (1.23%) WMI
Vendors
1 10 (12.35%) Oracle
2 9 (11.11%) Tableau
3 7 (8.64%) Microsoft
4 5 (6.17%) Google
4 5 (6.17%) Red Hat
5 4 (4.94%) EnterpriseDB
6 2 (2.47%) Adobe
6 2 (2.47%) HP
6 2 (2.47%) OpenText
6 2 (2.47%) VMware
7 1 (1.23%) Arista
7 1 (1.23%) CheckPoint
7 1 (1.23%) Cisco
7 1 (1.23%) F5
7 1 (1.23%) Palo Alto
7 1 (1.23%) Reuters
7 1 (1.23%) Sourcefire
7 1 (1.23%) Splunk
7 1 (1.23%) WSO2
Nottinghamshire
Greywood Associates Limited
Salary: £30000 - £45000 per annum + Benefits
Posted: 7 hours ago
Newark, Nottinghamshire
Rebel Recruitment
Salary: From £30,000 to £50,000 per annum
Posted: Yesterday
Nottingham, Nottinghamshire
Testing Circle Ltd
Salary: £40000 - £60000 per annum + Benefits
Posted: 6 days ago
Nottingham
Churchill Frank
Salary: £50000 per annum
Posted: 4 days ago
Nottingham, Nottinghamshire
Cognizant
Salary: Unspecified Market Standards
Posted: 13 days ago
Nottingham, Nottinghamshire
Lexis Nexis Risk Solutions
Salary: Competitive salary
Posted: 26 days ago