The table below looks at the statistics for Python skills in IT jobs advertised for the Hampshire region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Python
Rank 69 48 94
Rank change year-on-year
-21 +46
Permanent jobs citing Python 139 199 106
As % of all permanent IT jobs located in Hampshire 4.03% 5.55% 2.67%
As % of the Programming Languages category 6.76% 10.59% 5.54%
Number of salaries quoted 126 170 86
Median salary £47,500 £45,000 £40,000
Median salary % change year-on-year
+5.55% +12.50%
90% offered a salary of more than £30,000 £30,500 £27,500
10% offered a salary of more than £63,750 £60,000 £57,750
UK excluding London median salary £47,500 £42,500 £40,000
% change year-on-year
+11.76% +6.25%
Python
South East

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Hampshire region.

Programming Languages Category
Hampshire
Permanent IT job ads with a match in the
Programming Languages category
2056 1880 1914
As % of all permanent IT jobs located in Hampshire 59.56% 52.44% 48.19%
Number of salaries quoted 1894 1610 1627
Median salary £40,000 £40,500 £37,500
Median salary % change year-on-year
-1.23% +8.00%
90% offered a salary of more than £30,000 £27,500 £25,000
10% offered a salary of more than £55,000 £55,000 £55,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

Python
Jobs Demand Trend in Hampshire

The demand trend of job ads across the Hampshire region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Hampshire

Python
Salary Trend in Hampshire

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

Python Salary Trend in Hampshire

Python
Salary Histogram in Hampshire

This chart provides a salary histogram for IT jobs citing Python across the Hampshire region over the 3 months to 30 July 2016.

Python Salary Histogram 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 30 July 2016. 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
(Click see detailed
statistics and trends)
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 -21 26 £45,000 +24.13% 2
Basingstoke -37 21 £42,500 -15.00% 3
Fareham -12 14 £35,000 -6.66% 4
Portsmouth +1 13 £37,000 -17.77%
Farnborough +1 12 £51,250 -2.38% 1
Romsey - 9 £35,000 - 1
Winchester +17 6 £42,500 +25.00% 1
Eastleigh - 3 £50,000 -
Havant -2 2 £26,500 -40.11%
Python
South East

Python
Top 30 Related IT Skills in Hampshire

For the 6 months to 30 July 2016, 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.

1 164 (53.95%) Linux
2 119 (39.14%) Java
3 105 (34.54%) Software Engineering
4 104 (34.21%) C++
5 94 (30.92%) Agile Software Development
6 93 (30.59%) Ruby
7 87 (28.62%) Perl
8 76 (25.00%) JavaScript
9 70 (23.03%) C#
9 70 (23.03%) SQL
10 68 (22.37%) Open Source
11 65 (21.38%) Bash Shell
12 63 (20.72%) TDD
13 60 (19.74%) CSS
14 58 (19.08%) Security Cleared
15 56 (18.42%) Big Data
16 55 (18.09%) MySQL
17 54 (17.76%) Unix
18 51 (16.78%) C
18 51 (16.78%) PHP
19 49 (16.12%) Windows
19 49 (16.12%) Degree
20 48 (15.79%) HTML
21 38 (12.50%) Computer Science
22 36 (11.84%) Git (software)
22 36 (11.84%) Microsoft
22 36 (11.84%) .NET
23 35 (11.51%) VMware
24 34 (11.18%) SQL Server
24 34 (11.18%) Elasticsearch

Python
Top Related 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 34 (11.18%) Elasticsearch
2 21 (6.91%) OpenStack
3 14 (4.61%) Apache Pig
4 11 (3.62%) Apache
4 11 (3.62%) SAS
5 9 (2.96%) Apache Spark
6 8 (2.63%) nginx
6 8 (2.63%) Tomcat
7 7 (2.30%) JBoss
7 7 (2.30%) WebLogic
8 6 (1.97%) WordPress
9 3 (0.99%) Cloud Foundry
10 1 (0.33%) Oracle Spatial
Applications
1 19 (6.25%) MS Excel
2 3 (0.99%) MS PowerPoint
Business Applications
1 9 (2.96%) SAP Oil and Gas
2 1 (0.33%) FastStats
Cloud Services
1 19 (6.25%) Amazon AWS
2 18 (5.92%) SaaS
3 9 (2.96%) PaaS
4 8 (2.63%) IaaS
5 7 (2.30%) Cloud Computing
5 7 (2.30%) GitHub
6 5 (1.64%) Amazon S3
6 5 (1.64%) Microsoft Azure
7 3 (0.99%) AWS Elastic Beanstalk
7 3 (0.99%) Heroku
Communications & Networking
1 32 (10.53%) TCP/IP
2 30 (9.87%) Firewall
3 27 (8.88%) DNS
4 18 (5.92%) BGP
4 18 (5.92%) HTTP
5 17 (5.59%) IPsec
6 16 (5.26%) DHCP
7 15 (4.93%) MPLS
7 15 (4.93%) OSPF
8 14 (4.61%) WAN
9 12 (3.95%) SSL
10 11 (3.62%) Internet
11 10 (3.29%) RIP
11 10 (3.29%) VLAN
11 10 (3.29%) VPLS
12 9 (2.96%) Cisco IOS
12 9 (2.96%) Network Security
13 7 (2.30%) VPN
14 5 (1.64%) Cisco ASA
14 5 (1.64%) Wireless
Database & Business Intelligence
1 56 (18.42%) Big Data
2 55 (18.09%) MySQL
3 34 (11.18%) SQL Server
4 32 (10.53%) Hadoop
5 31 (10.20%) PostgreSQL
6 16 (5.26%) Relational Database
7 14 (4.61%) Apache Hive
7 14 (4.61%) NoSQL
8 8 (2.63%) Data Mining
8 8 (2.63%) SQL Server Integration Services
8 8 (2.63%) SQL Server Reporting Services
9 7 (2.30%) MariaDB
10 6 (1.97%) Apache Cassandra
10 6 (1.97%) SQL Server 2012
11 5 (1.64%) Apache Accumulo
12 4 (1.32%) Data Warehouse
13 3 (0.99%) MongoDB
13 3 (0.99%) OLAP
13 3 (0.99%) OLTP
14 2 (0.66%) SQL Server Analysis Services
Development Applications
1 36 (11.84%) Git (software)
2 15 (4.93%) Jenkins
3 9 (2.96%) Robot Framework
3 9 (2.96%) Selenium
4 8 (2.63%) Bitbucket
5 7 (2.30%) Subversion
6 6 (1.97%) Burp Suite
6 6 (1.97%) Cucumber
7 5 (1.64%) Metasploit
8 4 (1.32%) Mercurial
9 3 (0.99%) Team Foundation Server
10 2 (0.66%) NCrunch
10 2 (0.66%) NUnit
10 2 (0.66%) ReSharper
10 2 (0.66%) SpecFlow
11 1 (0.33%) Atlassian Bamboo
11 1 (0.33%) eggPlant
11 1 (0.33%) Gradle
11 1 (0.33%) Octopus Deploy
11 1 (0.33%) Vagrant
General
1 21 (6.91%) Telecoms
2 19 (6.25%) Electronics
3 12 (3.95%) Manufacturing
4 10 (3.29%) Finance
4 10 (3.29%) Marketing
5 3 (0.99%) Back Office
5 3 (0.99%) Military
6 2 (0.66%) Aerospace
7 1 (0.33%) Games
7 1 (0.33%) Legal
Job Titles
1 96 (31.58%) Developer
2 77 (25.33%) Software Engineer
3 40 (13.16%) Software Developer
4 29 (9.54%) Python Developer
5 27 (8.88%) Administrator
5 27 (8.88%) Linux Engineer
5 27 (8.88%) Python Software Engineer
6 21 (6.91%) C++ Software Engineer
7 20 (6.58%) Systems Administrator
8 19 (6.25%) Java Engineer
8 19 (6.25%) Java Software Engineer
8 19 (6.25%) Senior Software Engineer
9 17 (5.59%) Linux Administrator
9 17 (5.59%) Linux Systems Administrator
9 17 (5.59%) Network Engineer
10 15 (4.93%) PHP Developer
10 15 (4.93%) Senior Developer
11 13 (4.28%) Big Data Engineer
11 13 (4.28%) QA Engineer
11 13 (4.28%) Security Engineer
Libraries, Frameworks & Software Standards
1 60 (19.74%) CSS
2 48 (15.79%) HTML
3 36 (11.84%) .NET
4 33 (10.86%) AngularJS
4 33 (10.86%) RabbitMQ
5 28 (9.21%) jQuery
6 24 (7.89%) Ruby on Rails
7 20 (6.58%) ASP.NET
7 20 (6.58%) Django
7 20 (6.58%) LAMP
8 13 (4.28%) ASP.NET MVC
8 13 (4.28%) SOAP
9 11 (3.62%) Celery
10 9 (2.96%) XML
11 8 (2.63%) Web Services
12 7 (2.30%) Node.js
13 6 (1.97%) HTML5
13 6 (1.97%) React
14 5 (1.64%) CSS3
14 5 (1.64%) Sass
Miscellaneous
1 38 (12.50%) Computer Science
2 29 (9.54%) Mathematics
3 24 (7.89%) Analytical Skills
4 17 (5.59%) Enterprise Software
5 16 (5.26%) Physics
6 13 (4.28%) Artificial Intelligence
7 10 (3.29%) Algorithms
7 10 (3.29%) Clustering
7 10 (3.29%) Statistics
8 9 (2.96%) Data Centre
8 9 (2.96%) User Experience
9 6 (1.97%) Derivative
9 6 (1.97%) Visualisation
10 5 (1.64%) Cyberthreat
10 5 (1.64%) Distributed Denial-of-Service
10 5 (1.64%) Neural Network
10 5 (1.64%) Replication
11 4 (1.32%) Driving Licence
11 4 (1.32%) PlayStation
11 4 (1.32%) Xbox
Operating Systems
1 164 (53.95%) Linux
2 54 (17.76%) Unix
3 49 (16.12%) Windows
4 26 (8.55%) CentOS
4 26 (8.55%) Red Hat Enterprise Linux
5 19 (6.25%) Ubuntu
6 13 (4.28%) Windows Server
7 7 (2.30%) Debian
7 7 (2.30%) FreeBSD
7 7 (2.30%) Mac OS
7 7 (2.30%) Windows Server 2012
8 6 (1.97%) Android
8 6 (1.97%) Fedora
8 6 (1.97%) Oracle Linux
9 5 (1.64%) Apple iOS
9 5 (1.64%) Kali Linux
10 3 (0.99%) Windows Server 2008
11 1 (0.33%) Embedded Linux
11 1 (0.33%) Mac OS X
Processes & Methodologies
1 105 (34.54%) Software Engineering
2 94 (30.92%) Agile Software Development
3 68 (22.37%) Open Source
4 63 (20.72%) TDD
5 30 (9.87%) Scrum
6 27 (8.88%) Web Development
7 24 (7.89%) Business Intelligence
8 22 (7.24%) MapReduce
9 21 (6.91%) Continuous Integration
9 21 (6.91%) Load Balancing
10 19 (6.25%) High Availability
10 19 (6.25%) Information Security
10 19 (6.25%) Machine Learning
11 18 (5.92%) Cybersecurity
11 18 (5.92%) OOP
12 16 (5.26%) BDD
12 16 (5.26%) Data Analysis
12 16 (5.26%) Mentoring
12 16 (5.26%) MVC
13 14 (4.61%) ITIL
Programming Languages
1 119 (39.14%) Java
2 104 (34.21%) C++
3 93 (30.59%) Ruby
4 87 (28.62%) Perl
5 76 (25.00%) JavaScript
6 70 (23.03%) C#
6 70 (23.03%) SQL
7 65 (21.38%) Bash Shell
8 51 (16.78%) C
8 51 (16.78%) PHP
9 33 (10.86%) R
10 24 (7.89%) PowerShell
11 14 (4.61%) Shell Script
12 8 (2.63%) MATLAB
12 8 (2.63%) PHP 5
13 7 (2.30%) Korn
14 6 (1.97%) Tcl
14 6 (1.97%) VB
15 5 (1.64%) Objective-C
16 4 (1.32%) VB.NET
Qualifications
1 58 (19.08%) Security Cleared
2 49 (16.12%) Degree
3 26 (8.55%) SC Cleared
4 20 (6.58%) Cisco Certification
5 18 (5.92%) CCNP
6 17 (5.59%) CISSP
7 16 (5.26%) RHCE
7 16 (5.26%) RHCSA
8 14 (4.61%) Microsoft Certification
9 12 (3.95%) CCNA
10 10 (3.29%) MCSA
10 10 (3.29%) MCSE
10 10 (3.29%) SCSA
11 9 (2.96%) DV Cleared
12 6 (1.97%) ISEB
12 6 (1.97%) ISTQB
13 5 (1.64%) CEH
13 5 (1.64%) GPEN
13 5 (1.64%) OSCP
13 5 (1.64%) PhD
Quality Assurance & Compliance
1 23 (7.57%) PCI DSS
1 23 (7.57%) QA
2 18 (5.92%) HIPAA
2 18 (5.92%) ISO/IEC 27001
System Software
1 26 (8.55%) VMware Infrastructure
2 14 (4.61%) Apache Flume
2 14 (4.61%) HDFS
3 10 (3.29%) Hyper-V
3 10 (3.29%) Xen
4 9 (2.96%) Firmware
5 6 (1.97%) Virtual Machines
6 5 (1.64%) vCloud
6 5 (1.64%) vSphere
7 2 (0.66%) NFS
8 1 (0.33%) Ceph
8 1 (0.33%) Corosync
8 1 (0.33%) Docker
8 1 (0.33%) iptables
8 1 (0.33%) KVM
8 1 (0.33%) QEMU
Systems Management
1 32 (10.53%) Opscode Chef
2 23 (7.57%) Puppet
3 20 (6.58%) StatsD
4 14 (4.61%) Oozie
5 12 (3.95%) logstash
6 6 (1.97%) Ansible
7 5 (1.64%) Hadoop YARN
7 5 (1.64%) Nessus
7 5 (1.64%) Nmap
8 4 (1.32%) Kibana
9 3 (0.99%) Failover Clustering
10 2 (0.66%) Munin
10 2 (0.66%) SELinux
11 1 (0.33%) HAProxy
11 1 (0.33%) Kubernetes
11 1 (0.33%) Pacemaker
11 1 (0.33%) Salt
Vendors
1 36 (11.84%) Microsoft
2 35 (11.51%) VMware
3 27 (8.88%) Oracle
4 22 (7.24%) Cisco
5 19 (6.25%) Red Hat
6 18 (5.92%) SAP
7 7 (2.30%) New Relic
8 6 (1.97%) HP
9 5 (1.64%) Cloudera
9 5 (1.64%) SolarWinds
10 3 (0.99%) AlienVault
10 3 (0.99%) ArcSight
10 3 (0.99%) Intel
10 3 (0.99%) Intel Security
10 3 (0.99%) Splunk
11 1 (0.33%) Atlassian
11 1 (0.33%) Blue Coat
11 1 (0.33%) EMC
11 1 (0.33%) Fortinet
11 1 (0.33%) Salesforce.com
Fareham, Hampshire
Jonothan Bosworth
Salary: £30000 - £40000 Per Annum
Posted: 21 hours ago
Fareham, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £45000 - £50000 per annum + Benefits
Posted: 19 hours ago
Basingstoke, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £30000 per annum
Posted: 19 hours ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £45000 - £55000 per annum + training & benefits
Posted: Yesterday
Hampshire
Evolution Recruitment Solutions Ltd
Salary: Competitive Salary and Benefits
Posted: Yesterday
Hampshire
ISL
Salary: £60000 - £70000 per annum
Posted: 2 days ago
Fareham, Hampshire
Lockheed Martin
Posted: 3 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £45000 - £65000 per annum + benefits
Posted: 4 days ago
Hampshire
Executive Recruitment Services (ERS)
Posted: 2 days ago
Romsey, Hampshire
Evolution Recruitment Solutions
Salary: Competitive Salary and benefits
Posted: 4 days ago
Fareham
Spectrum IT
Salary: £30000 - £40000 per annum + Benefits
Posted: 15 days ago
Basingstoke
Spectrum IT
Salary: £30000 - £40000 per annum
Posted: 17 days ago
Hampshire
Venturi
Salary: £40000 - £60000 per annum + benefits (negotiable DOE)
Posted: 12 days ago
Winchester
Spectrum IT
Salary: £40000 - £45000 per annum + benefits
Posted: 22 days ago
Basingstoke, Hampshire
NCC Group
Posted: 14 days ago
Farnborough
People Source Consulting
Salary: £60000 - £70000 per annum + bonus and benefits
Posted: 18 days ago
Hampshire
Venturi
Salary: £45000.00 - £60000 per annum + Bonus and Benefits
Posted: 16 days ago