The following table provides summary statistics for permanent job vacancies advertised in Hampshire 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 29 March 2017 with a comparison to the same period in the previous 2 years.

Python
South East / Hampshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 57 53 87
Rank change year-on-year -4 +34  
Permanent jobs citing Python 129 182 120
As % of all permanent IT jobs advertised in Hampshire 4.30% 5.31% 3.21%
As % of the Programming Languages category 7.50% 9.38% 6.17%
Number of salaries quoted 108 166 101
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £30,000 £29,750 £27,500
10% offered a salary of more than £67,500 £58,750 £57,500
UK excluding London median salary £45,000 £45,000 £45,000

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 Hampshire with a requirement for programming language skills.

Programming Language Skills
Hampshire
Permanent job vacancies with a requirement for programming language skills 1720 1941 1945
As % of all permanent IT job vacancies advertised in Hampshire 57.28% 56.61% 52.03%
Number of salaries quoted 1525 1788 1757
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £60,000 £52,500 £55,000
UK excluding London median salary £41,000 £41,000 £40,000
% change year-on-year - +2.50%  

Python
Job Vacancy Trend in Hampshire

The job posting trend of jobs advertised in Hampshire 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 Hampshire

Python
Salary Trend in Hampshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python in Hampshire.

Salary trend for Python in Hampshire

Python
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Python in Hampshire over the 3 months to 29 March 2017.

Salary histogram for Python in Hampshire

Python
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Hampshire region over the 3 months to 29 March 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
Southampton +2 40 £45,000 - 7
Farnborough +12 24 £57,500 +27.77% 5
Basingstoke -12 20 £45,000 -18.18% 1
Fareham +15 10 £37,500 +7.14%
Portsmouth -27 6 £35,000 +4.47%
Romsey - 5 £25,000 -
Winchester +9 3 - -
Hook -4 3 £32,500 -35.00%
Petersfield +8 2 £37,500 +15.38%
Havant +2 1 £32,500 -
Python
South East

For the 6 months to 29 March 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 Hampshire region with a requirement for Python.

1 187 (57.72%) Java
2 140 (43.21%) Ruby
3 135 (41.67%) JavaScript
3 135 (41.67%) C++
4 128 (39.51%) HTML
5 120 (37.04%) Software Engineering
6 114 (35.19%) Linux
7 110 (33.95%) Agile Software Development
8 105 (32.41%) C#
9 98 (30.25%) C
10 92 (28.40%) SQL
11 82 (25.31%) MySQL
12 81 (25.00%) CSS
13 78 (24.07%) Perl
14 74 (22.84%) Web Development
15 67 (20.68%) Scrum
16 57 (17.59%) .NET
17 52 (16.05%) Ruby on Rails
17 52 (16.05%) TDD
18 49 (15.12%) PHP
19 47 (14.51%) Mathematics
20 44 (13.58%) Continuous Integration
20 44 (13.58%) ASP.NET
21 43 (13.27%) Computer Science
21 43 (13.27%) Security Cleared
22 42 (12.96%) Unix
23 41 (12.65%) Degree
23 41 (12.65%) HTML5
24 40 (12.35%) Amazon AWS
24 40 (12.35%) Windows

Python
Co-occurring IT Skills in Hampshire 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 20 (6.17%) OpenStack
2 18 (5.56%) Apache Spark
3 14 (4.32%) NServiceBus
4 10 (3.09%) JBoss
4 10 (3.09%) Oracle SOA Suite
4 10 (3.09%) Tomcat
4 10 (3.09%) WebLogic
5 9 (2.78%) Elasticsearch
6 6 (1.85%) Apache
7 5 (1.54%) MS Exchange
8 4 (1.23%) Drupal
9 3 (0.93%) Cloud Foundry
10 2 (0.62%) Apache Pig
10 2 (0.62%) ArcGIS
10 2 (0.62%) ArcSDE
10 2 (0.62%) GeoServer
10 2 (0.62%) SAS
11 1 (0.31%) nginx
11 1 (0.31%) OpenROAD
Applications
1 7 (2.16%) MS Excel
2 4 (1.23%) MS Office
Business Applications
1 10 (3.09%) SAP Oil and Gas
Cloud Services
1 40 (12.35%) Amazon AWS
2 25 (7.72%) Microsoft Azure
3 17 (5.25%) SaaS
4 13 (4.01%) PaaS
5 12 (3.70%) Cloud Computing
6 6 (1.85%) Google Cloud Platform
7 5 (1.54%) Office 365
8 3 (0.93%) GitHub
8 3 (0.93%) IaaS
9 1 (0.31%) Google App Engine
Communications & Networking
1 18 (5.56%) Firewall
1 18 (5.56%) TCP/IP
2 14 (4.32%) ATM
3 12 (3.70%) DNS
4 11 (3.40%) Internet
5 10 (3.09%) AMQP
6 9 (2.78%) VPN
7 7 (2.16%) HTTP
8 6 (1.85%) Network Security
8 6 (1.85%) VoIP
9 5 (1.54%) Cisco ASA
9 5 (1.54%) Junos
10 4 (1.23%) LDAP
10 4 (1.23%) SSL
10 4 (1.23%) tcpdump
11 1 (0.31%) BGP
11 1 (0.31%) Ethernet
11 1 (0.31%) IPsec
11 1 (0.31%) MPLS
11 1 (0.31%) OSPF
Database & Business Intelligence
1 82 (25.31%) MySQL
2 39 (12.04%) NoSQL
3 28 (8.64%) Big Data
4 24 (7.41%) MongoDB
5 19 (5.86%) Hadoop
6 18 (5.56%) MariaDB
7 15 (4.63%) Apache Cassandra
8 11 (3.40%) SQL Server
9 10 (3.09%) PostgreSQL
9 10 (3.09%) Relational Database
10 4 (1.23%) Data Mining
10 4 (1.23%) RDBMS
11 3 (0.93%) Apache Hive
11 3 (0.93%) Data Warehouse
11 3 (0.93%) Sqoop
12 2 (0.62%) Geospatial Data
12 2 (0.62%) GIS
12 2 (0.62%) QGIS
12 2 (0.62%) Spatial Data
13 1 (0.31%) Ingres
Development Applications
1 32 (9.88%) Git (software)
2 16 (4.94%) Jenkins
3 14 (4.32%) Moq
3 14 (4.32%) NUnit
4 11 (3.40%) Subversion
5 10 (3.09%) Vagrant
6 9 (2.78%) Selenium
7 7 (2.16%) JIRA
7 7 (2.16%) Team Foundation Server
7 7 (2.16%) VersionOne
8 6 (1.85%) Cucumber
9 5 (1.54%) Atlassian Bamboo
10 4 (1.23%) Trac
11 3 (0.93%) Bitbucket
11 3 (0.93%) Robot Framework
12 2 (0.62%) JMeter
12 2 (0.62%) SoapUI
13 1 (0.31%) Gatling
General
1 19 (5.86%) Finance
2 18 (5.56%) Electronics
3 15 (4.63%) Manufacturing
3 15 (4.63%) Telecoms
4 12 (3.70%) Marketing
5 8 (2.47%) Legal
6 7 (2.16%) Automotive
6 7 (2.16%) Military
7 5 (1.54%) Financial Institution
Job Titles
1 135 (41.67%) Developer
2 81 (25.00%) Software Engineer
3 58 (17.90%) Software Developer
4 50 (15.43%) Python Developer
5 47 (14.51%) Ruby Developer
6 28 (8.64%) .NET Developer
7 26 (8.02%) Django Developer
7 26 (8.02%) Python/Django Developer
7 26 (8.02%) Web Developer
8 24 (7.41%) HTML Developer
9 23 (7.10%) Administrator
10 22 (6.79%) C# .NET Developer
10 22 (6.79%) C# Developer
10 22 (6.79%) Junior
11 21 (6.48%) .NET Software Developer
11 21 (6.48%) Systems Administrator
12 20 (6.17%) Java Developer
13 18 (5.56%) Graduate
14 17 (5.25%) Architect
14 17 (5.25%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 128 (39.51%) HTML
2 81 (25.00%) CSS
3 57 (17.59%) .NET
4 52 (16.05%) Ruby on Rails
5 44 (13.58%) ASP.NET
6 41 (12.65%) HTML5
7 34 (10.49%) Django
8 33 (10.19%) ASP.NET MVC
9 32 (9.88%) AngularJS
10 25 (7.72%) LAMP
11 16 (4.94%) ASP.NET Web API
11 16 (4.94%) Web Services
12 14 (4.32%) ASP.NET MVC 3
12 14 (4.32%) jQuery
12 14 (4.32%) REST
13 12 (3.70%) OpenCL
14 11 (3.40%) RabbitMQ
15 10 (3.09%) WebSockets
16 9 (2.78%) XML
17 8 (2.47%) Node.js
Miscellaneous
1 43 (13.27%) Computer Science
2 21 (6.48%) User Experience
3 20 (6.17%) Algorithms
4 12 (3.70%) VHDL
5 11 (3.40%) Data Centre
6 7 (2.16%) Analytical Skills
7 5 (1.54%) Distributed Denial-of-Service
7 5 (1.54%) Management Information System
8 4 (1.23%) Embedded Systems
9 3 (0.93%) Smart Energy
10 2 (0.62%) Cyber Attack
10 2 (0.62%) Grid Computing
11 1 (0.31%) Cyberthreat
11 1 (0.31%) Internet of Things
11 1 (0.31%) VxBlock/Vblock
Operating Systems
1 114 (35.19%) Linux
2 42 (12.96%) Unix
3 40 (12.35%) Windows
4 14 (4.32%) Red Hat Enterprise Linux
5 11 (3.40%) Android
6 8 (2.47%) CentOS
7 7 (2.16%) Fedora
7 7 (2.16%) FreeBSD
7 7 (2.16%) Windows Server 2012
8 5 (1.54%) Ubuntu
8 5 (1.54%) Windows 10
9 4 (1.23%) Apple iOS
9 4 (1.23%) Mac OS X
9 4 (1.23%) VMS
10 1 (0.31%) Embedded Linux
Processes & Methodologies
1 120 (37.04%) Software Engineering
2 110 (33.95%) Agile Software Development
3 74 (22.84%) Web Development
4 67 (20.68%) Scrum
5 52 (16.05%) TDD
6 47 (14.51%) Mathematics
7 44 (13.58%) Continuous Integration
8 39 (12.04%) MVC
9 35 (10.80%) DevOps
10 31 (9.57%) Cybersecurity
11 30 (9.26%) Configuration Management
11 30 (9.26%) Open Source
11 30 (9.26%) SOA
12 26 (8.02%) OO
13 22 (6.79%) Kanban
14 21 (6.48%) Microservices
14 21 (6.48%) OOP
15 20 (6.17%) Information Security
15 20 (6.17%) Physics
15 20 (6.17%) Unit Testing
Programming Languages
1 187 (57.72%) Java
2 140 (43.21%) Ruby
3 135 (41.67%) C++
3 135 (41.67%) JavaScript
4 105 (32.41%) C#
5 98 (30.25%) C
6 92 (28.40%) SQL
7 78 (24.07%) Perl
8 49 (15.12%) PHP
9 19 (5.86%) Bash Shell
10 12 (3.70%) Go
10 12 (3.70%) PowerShell
11 11 (3.40%) MATLAB
11 11 (3.40%) Shell Script
12 10 (3.09%) Bourne shell
12 10 (3.09%) PL/SQL
13 8 (2.47%) R
14 4 (1.23%) Tcl
14 4 (1.23%) TypeScript
15 3 (0.93%) Scala
Qualifications
1 43 (13.27%) Security Cleared
2 41 (12.65%) Degree
3 25 (7.72%) SC Cleared
4 16 (4.94%) PhD
5 5 (1.54%) ISTQB
6 3 (0.93%) DV Cleared
7 1 (0.31%) CCDP
7 1 (0.31%) CCNP
7 1 (0.31%) Cisco Certification
7 1 (0.31%) ISEB
Quality Assurance & Compliance
1 14 (4.32%) QA
2 5 (1.54%) HIPAA
3 2 (0.62%) SLA
4 1 (0.31%) SDET
System Software
1 35 (10.80%) Docker
2 23 (7.10%) VMware Infrastructure
3 20 (6.17%) Firmware
4 10 (3.09%) vSphere
5 4 (1.23%) HDFS
6 3 (0.93%) Apache Flume
7 1 (0.31%) Active Directory
7 1 (0.31%) Xen
Systems Management
1 18 (5.56%) Puppet
2 13 (4.01%) Kubernetes
3 12 (3.70%) Opscode Chef
4 9 (2.78%) Ansible
5 6 (1.85%) Nagios
6 5 (1.54%) FortiGate
6 5 (1.54%) HAProxy
6 5 (1.54%) QRadar
7 4 (1.23%) FreeIPA
8 2 (0.62%) Oozie
8 2 (0.62%) Salt
9 1 (0.31%) CloudForms
9 1 (0.31%) Hadoop YARN
9 1 (0.31%) Icinga
9 1 (0.31%) Kibana
9 1 (0.31%) logstash
9 1 (0.31%) vRealize
Vendors
1 34 (10.49%) VMware
2 20 (6.17%) Oracle
3 16 (4.94%) Red Hat
4 14 (4.32%) Microsoft
5 12 (3.70%) Cisco
5 12 (3.70%) Juniper
5 12 (3.70%) SAP
6 6 (1.85%) Google
7 5 (1.54%) CheckPoint
7 5 (1.54%) Motorola
7 5 (1.54%) Ruckus Wireless
7 5 (1.54%) Trapeze
7 5 (1.54%) Vyatta
8 4 (1.23%) SolarWinds
9 3 (0.93%) Atlassian
9 3 (0.93%) LANDesk
10 2 (0.62%) Cloudera
10 2 (0.62%) ESRI
11 1 (0.31%) Riverbed
11 1 (0.31%) Wind River
Farnborough, Hampshire
Resource Group
Salary: £65000 - £75000 per annum, Benefits Bonus & Benefits
Posted: 1 hour ago
Southampton, Hampshire
Informatiq Consulting
Posted: Yesterday
Farnborough, Hampshire
Sopra Steria Recruitment Limited
Posted: Yesterday
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £70000 per annum + stock options
Posted: Yesterday
Southampton
Deerfoot IT Resources Ltd
Salary: £25000 - £34000 per annum
Posted: 9 days ago
Farnborough, Hampshire
Spring Technology
Salary: Additional Benefits
Posted: 4 days ago
Hampshire
Austin Fraser
Salary: £60000.00 - £75000.00 per annum + Benefits
Posted: 6 days ago
Southampton
Spectrum IT
Salary: £40000 - £60000 per annum
Posted: 7 days ago
Southampton
Spectrum IT
Salary: £35000 - £50000 per annum + benefits
Posted: 22 days ago
Basingstoke
People Source Consulting
Salary: £65000 - £70000 per annum + benefits
Posted: 15 days ago
Farnborough, Hampshire
247 Jobline
Salary: From £40,000 to £50,000 per annum
Posted: 19 days ago
Farnborough, Hampshire
Leidos
Posted: 20 days ago
Ringwood
Recruitment Genius Ltd
Salary: £21000 - £23000 per annum
Posted: 13 days ago
Southampton
aap3
Salary: £40000 - £60000 per annum + Great Benefits + Flexable working
Posted: 27 days ago
Southampton, Hampshire
Albacore Systems Limited
Salary: From £20,000 to £35,000 per annum Depending on experience
Posted: 25 days ago