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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Python
South East / Hampshire
Rank 43 33 96
Rank change year-on-year
-10 +63
Permanent jobs citing Python 179 229 106
As % of all permanent IT jobs located in Hampshire 5.92% 7.04% 2.78%
As % of the Programming Languages category 11.07% 11.95% 5.05%
Number of salaries quoted 150 185 78
Median salary £42,500 £47,500 £35,000
Median salary % change year-on-year
-10.52% +35.71%
90% offered a salary of more than £30,000 £31,750 £30,500
10% offered a salary of more than £57,500 £60,000 £46,800
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year
- +4.65%

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
1617 1917 2100
As % of all permanent IT jobs located in Hampshire 53.51% 58.89% 55.09%
Number of salaries quoted 1444 1739 1910
Median salary £40,000 £42,500 £38,250
Median salary % change year-on-year
-5.88% +11.11%
90% offered a salary of more than £30,000 £29,000 £27,500
10% offered a salary of more than £55,000 £52,500 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 20 January 2017.

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 20 January 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 +18 53 £45,000 - 9
Basingstoke -13 39 £40,000 -27.27% 3
Farnborough -20 20 £53,750 +2.38% 7
Fareham +2 18 £37,500 +12.78% 2
Portsmouth -25 15 £37,500 +7.14% 1
Petersfield - 10 £37,500 -
Winchester +14 6 £32,500 +8.33%
Hook +2 4 £33,750 -32.50% 1
Eastleigh - 1 £51,000 -
Python
South East

Python
Top 30 Related IT Skills in Hampshire

For the 6 months to 20 January 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.

1 220 (58.51%) Java
2 172 (45.74%) Ruby
3 155 (41.22%) C++
4 153 (40.69%) Linux
5 126 (33.51%) HTML
6 125 (33.24%) C
7 124 (32.98%) JavaScript
7 124 (32.98%) Software Engineering
8 115 (30.59%) C#
9 114 (30.32%) Agile Software Development
10 98 (26.06%) Perl
11 84 (22.34%) SQL
12 83 (22.07%) Web Development
13 82 (21.81%) CSS
14 73 (19.41%) PHP
15 67 (17.82%) Scrum
16 65 (17.29%) .NET
17 61 (16.22%) Computer Science
18 58 (15.43%) Degree
18 58 (15.43%) MySQL
19 56 (14.89%) Unix
20 53 (14.10%) Ruby on Rails
21 52 (13.83%) DevOps
22 49 (13.03%) Windows
23 46 (12.23%) TDD
24 45 (11.97%) Mathematics
25 44 (11.70%) ASP.NET
26 42 (11.17%) Security Cleared
26 42 (11.17%) NoSQL
27 41 (10.90%) Continuous Integration

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 20 (5.32%) Elasticsearch
2 17 (4.52%) OpenStack
3 15 (3.99%) NServiceBus
4 14 (3.72%) Apache
5 12 (3.19%) Apache Spark
6 10 (2.66%) Tomcat
7 8 (2.13%) JBoss
7 8 (2.13%) Oracle SOA Suite
7 8 (2.13%) WebLogic
8 6 (1.60%) nginx
9 5 (1.33%) WordPress
10 4 (1.06%) Apache Pig
10 4 (1.06%) CMS
10 4 (1.06%) MS Exchange
11 3 (0.80%) Cloud Foundry
11 3 (0.80%) Drupal
11 3 (0.80%) SAS
12 2 (0.53%) ArcGIS
12 2 (0.53%) ArcSDE
12 2 (0.53%) GeoServer
Applications
1 19 (5.05%) MS Excel
2 5 (1.33%) MS Office
3 2 (0.53%) Doxygen
4 1 (0.27%) Adobe Illustrator
4 1 (0.27%) MS Visio
4 1 (0.27%) Photoshop
Business Applications
1 8 (2.13%) SAP Oil and Gas
Cloud Services
1 40 (10.64%) Amazon AWS
2 19 (5.05%) Microsoft Azure
3 15 (3.99%) Cloud Computing
3 15 (3.99%) PaaS
4 11 (2.93%) SaaS
5 8 (2.13%) Google Cloud Platform
6 7 (1.86%) IaaS
7 4 (1.06%) GitHub
7 4 (1.06%) Office 365
8 3 (0.80%) Amazon CloudWatch
8 3 (0.80%) Amazon EC2
8 3 (0.80%) Amazon ELB
8 3 (0.80%) Route 53
8 3 (0.80%) Virtual Private Cloud
9 1 (0.27%) Google App Engine
9 1 (0.27%) Heroku
Communications & Networking
1 37 (9.84%) TCP/IP
2 21 (5.59%) HTTP
3 19 (5.05%) Firewall
4 17 (4.52%) ATM
5 13 (3.46%) DNS
6 10 (2.66%) Network Security
6 10 (2.66%) VPN
7 9 (2.39%) Internet
8 8 (2.13%) AMQP
9 7 (1.86%) Wireless
10 6 (1.60%) Junos
11 5 (1.33%) Cisco ASA
12 4 (1.06%) tcpdump
12 4 (1.06%) VoIP
13 3 (0.80%) LDAP
13 3 (0.80%) SSL
14 2 (0.53%) MPLS
14 2 (0.53%) VLAN
15 1 (0.27%) Cisco IOS
15 1 (0.27%) HSPA
Database & Business Intelligence
1 58 (15.43%) MySQL
2 42 (11.17%) NoSQL
3 26 (6.91%) MongoDB
4 21 (5.59%) Big Data
5 19 (5.05%) Hadoop
6 16 (4.26%) PostgreSQL
7 11 (2.93%) Relational Database
8 10 (2.66%) Apache Cassandra
8 10 (2.66%) SQL Server
9 9 (2.39%) MariaDB
10 8 (2.13%) Sqoop
11 5 (1.33%) Apache Hive
12 3 (0.80%) Amazon RDS
13 2 (0.53%) Data Warehouse
13 2 (0.53%) GIS
13 2 (0.53%) QGIS
13 2 (0.53%) RDBMS
13 2 (0.53%) Spatial Data
14 1 (0.27%) Apache Accumulo
14 1 (0.27%) Ingres
Development Applications
1 36 (9.57%) Git (software)
2 21 (5.59%) Jenkins
3 15 (3.99%) Moq
3 15 (3.99%) NUnit
3 15 (3.99%) Selenium
4 14 (3.72%) JIRA
5 13 (3.46%) Team Foundation Server
5 13 (3.46%) VersionOne
6 12 (3.19%) Cucumber
7 8 (2.13%) Vagrant
8 7 (1.86%) Subversion
9 6 (1.60%) Bitbucket
9 6 (1.60%) Robot Framework
10 5 (1.33%) Burp Suite
10 5 (1.33%) Metasploit
11 3 (0.80%) eggPlant
11 3 (0.80%) Rational DOORS
11 3 (0.80%) Trac
11 3 (0.80%) Travis CI
12 2 (0.53%) SoapUI
General
1 17 (4.52%) Finance
2 16 (4.26%) Manufacturing
2 16 (4.26%) Telecoms
3 13 (3.46%) Electronics
4 10 (2.66%) Marketing
5 8 (2.13%) Legal
6 5 (1.33%) Financial Institution
7 4 (1.06%) Automotive
8 3 (0.80%) Aerospace
8 3 (0.80%) Military
9 2 (0.53%) Back Office
9 2 (0.53%) Games
10 1 (0.27%) Advertising
10 1 (0.27%) Banking
10 1 (0.27%) Law
10 1 (0.27%) Retail
Job Titles
1 167 (44.41%) Developer
2 85 (22.61%) Software Developer
3 73 (19.41%) Software Engineer
4 66 (17.55%) Python Developer
5 40 (10.64%) Ruby Developer
6 31 (8.24%) .NET Developer
6 31 (8.24%) Linux Engineer
6 31 (8.24%) Web Developer
7 30 (7.98%) Django Developer
7 30 (7.98%) Python/Django Developer
8 29 (7.71%) HTML Developer
9 27 (7.18%) C# Developer
9 27 (7.18%) Java Developer
10 26 (6.91%) C# .NET Developer
11 25 (6.65%) .NET Software Developer
11 25 (6.65%) Graduate
12 23 (6.12%) Junior
13 22 (5.85%) Administrator
13 22 (5.85%) C# Software Developer
14 21 (5.59%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 126 (33.51%) HTML
2 82 (21.81%) CSS
3 65 (17.29%) .NET
4 53 (14.10%) Ruby on Rails
5 44 (11.70%) ASP.NET
6 39 (10.37%) Django
7 37 (9.84%) AngularJS
8 33 (8.78%) HTML5
9 30 (7.98%) Web Services
10 26 (6.91%) ASP.NET MVC
11 22 (5.85%) LAMP
11 22 (5.85%) OpenCL
12 15 (3.99%) ASP.NET MVC 3
13 13 (3.46%) jQuery
13 13 (3.46%) XML
14 10 (2.66%) Node.js
14 10 (2.66%) REST
15 9 (2.39%) ASP.NET Web API
15 9 (2.39%) JSON
16 8 (2.13%) WebSockets
Miscellaneous
1 61 (16.22%) Computer Science
2 45 (11.97%) Mathematics
3 23 (6.12%) Physics
4 22 (5.85%) VHDL
5 18 (4.79%) User Experience
6 17 (4.52%) Data Centre
7 12 (3.19%) Algorithms
8 9 (2.39%) Analytical Skills
9 6 (1.60%) Management Information System
10 5 (1.33%) Cyberthreat
10 5 (1.33%) Distributed Denial-of-Service
10 5 (1.33%) Field-Programmable Gate Array
10 5 (1.33%) Verilog
11 4 (1.06%) Visualisation
12 3 (0.80%) Artificial Intelligence
13 2 (0.53%) Embedded Systems
13 2 (0.53%) Health Informatics
13 2 (0.53%) Informatics
13 2 (0.53%) iPad
13 2 (0.53%) Streaming Media
Operating Systems
1 153 (40.69%) Linux
2 56 (14.89%) Unix
3 49 (13.03%) Windows
4 27 (7.18%) Red Hat Enterprise Linux
5 22 (5.85%) CentOS
6 17 (4.52%) Fedora
6 17 (4.52%) FreeBSD
6 17 (4.52%) Windows Server 2012
7 14 (3.72%) Android
8 10 (2.66%) Apple iOS
9 6 (1.60%) Ubuntu
10 5 (1.33%) Kali Linux
11 4 (1.06%) Mac OS X
11 4 (1.06%) Windows 10
12 3 (0.80%) Amazon Linux
12 3 (0.80%) VMS
13 2 (0.53%) Debian
13 2 (0.53%) Embedded Linux
Processes & Methodologies
1 124 (32.98%) Software Engineering
2 114 (30.32%) Agile Software Development
3 83 (22.07%) Web Development
4 67 (17.82%) Scrum
5 52 (13.83%) DevOps
6 46 (12.23%) TDD
7 41 (10.90%) Continuous Integration
8 38 (10.11%) Configuration Management
8 38 (10.11%) Cybersecurity
8 38 (10.11%) MVC
9 30 (7.98%) Information Security
9 30 (7.98%) SOA
9 30 (7.98%) Test Automation
10 27 (7.18%) Open Source
11 26 (6.91%) Kanban
12 19 (5.05%) BDD
12 19 (5.05%) Microservices
12 19 (5.05%) OO
13 17 (4.52%) Coaching
13 17 (4.52%) OOP
Programming Languages
1 220 (58.51%) Java
2 172 (45.74%) Ruby
3 155 (41.22%) C++
4 125 (33.24%) C
5 124 (32.98%) JavaScript
6 115 (30.59%) C#
7 98 (26.06%) Perl
8 84 (22.34%) SQL
9 73 (19.41%) PHP
10 37 (9.84%) Bash Shell
11 21 (5.59%) PowerShell
12 16 (4.26%) Go
13 10 (2.66%) Shell Script
14 9 (2.39%) PL/SQL
15 8 (2.13%) Bourne shell
16 7 (1.86%) TypeScript
17 6 (1.60%) Tcl
18 5 (1.33%) MATLAB
18 5 (1.33%) Objective-C
18 5 (1.33%) VB
Qualifications
1 58 (15.43%) Degree
2 42 (11.17%) Security Cleared
3 22 (5.85%) SC Cleared
4 8 (2.13%) PhD
5 5 (1.33%) CEH
5 5 (1.33%) CREST Certified
5 5 (1.33%) GPEN
5 5 (1.33%) ISTQB
5 5 (1.33%) OSCP
6 3 (0.80%) DV Cleared
7 2 (0.53%) CCNA
7 2 (0.53%) Cisco Certification
8 1 (0.27%) CISSP
8 1 (0.27%) ISEB
8 1 (0.27%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 25 (6.65%) QA
2 5 (1.33%) HIPAA
3 2 (0.53%) SDET
3 2 (0.53%) SLA
4 1 (0.27%) PCI DSS
System Software
1 27 (7.18%) Firmware
2 25 (6.65%) Docker
3 18 (4.79%) VMware Infrastructure
4 10 (2.66%) HDFS
4 10 (2.66%) vSphere
5 5 (1.33%) Apache Flume
6 4 (1.06%) Active Directory
7 1 (0.27%) vCloud
7 1 (0.27%) Xen
Systems Management
1 34 (9.04%) Puppet
2 22 (5.85%) Ansible
3 9 (2.39%) Kubernetes
4 6 (1.60%) Nagios
5 5 (1.33%) FortiGate
5 5 (1.33%) HAProxy
5 5 (1.33%) Nessus
5 5 (1.33%) Nmap
5 5 (1.33%) QRadar
6 4 (1.06%) Oozie
6 4 (1.06%) Opscode Chef
7 3 (0.80%) FreeIPA
7 3 (0.80%) HP Quality Center
8 2 (0.53%) Hadoop YARN
8 2 (0.53%) Salt
9 1 (0.27%) Icinga
9 1 (0.27%) Kibana
9 1 (0.27%) Munin
9 1 (0.27%) StatsD
9 1 (0.27%) ZABBIX
Vendors
1 32 (8.51%) VMware
2 27 (7.18%) Oracle
3 25 (6.65%) Microsoft
4 24 (6.38%) Red Hat
5 16 (4.26%) Cisco
6 14 (3.72%) Juniper
7 11 (2.93%) Google
7 11 (2.93%) SAP
8 5 (1.33%) Altera
8 5 (1.33%) Atlassian
8 5 (1.33%) CheckPoint
8 5 (1.33%) Vyatta
8 5 (1.33%) Xilinx
9 4 (1.06%) Motorola
9 4 (1.06%) Ruckus Wireless
9 4 (1.06%) Trapeze
10 3 (0.80%) Cloudera
10 3 (0.80%) HP
10 3 (0.80%) SolarWinds
11 2 (0.53%) LANDesk
Southampton, Hampshire
Acumin
Salary: Up to £40,000 per annum DOE
Posted: 22 hours ago
Basingstoke, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £55000 - £75000 per annum + benefits
Posted: Yesterday
Southampton, Hampshire
ISL
Salary: £45000 - £50000 per annum + Benefits
Posted: 22 hours ago
Farnborough, Hampshire
Cloudscope
Salary: Competetive
Posted: 21 hours ago
Hampshire
Acumin
Salary: Up to £55,000 per annum DOE
Posted: 22 hours ago
Southampton, Hampshire
Acumin
Salary: Up to £60,000 per annum bonus, medical, dental pension, childcare, tra
Posted: 23 hours ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £70000 per annum
Posted: 2 days ago
Basingstoke, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £55000 - £65000 per annum
Posted: Yesterday
Romsey, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £22000 - £28000 per annum + Benefits
Posted: 2 days ago
Basingstoke, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £50000 per annum
Posted: 6 days ago
Hampshire
Austin Fraser
Salary: £60000.00 - £75000.00 per annum + Benefits
Posted: 3 days ago
Southampton
Spectrum IT
Salary: £45000 - £55000 per annum
Posted: 10 days ago
Southampton
Spectrum IT
Salary: £45000 - £60000 per annum
Posted: 7 days ago
Fareham, Hampshire
Leidos
Posted: 14 days ago
Farnborough
Computer Futures
Salary: £45000 - £65000 per annum + Competitive Benefits Package
Posted: 17 days ago
Portsdown West, Fareham
DSTL
Salary: £23,000 - £27,000 + benefits
Posted: 16 days ago
Hook, Hampshire
Computer People
Salary: £30000.00 - £40000.00 per annum
Posted: 6 days ago
Romsey, Hampshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £40000 - £50000 Per Annum + benfits
Posted: 3 days ago
Farnborough
Venturi
Salary: £40000 - £60000 per annum + benefits
Posted: 16 days ago
Farnborough
Venturi
Salary: £40000 - £60000 per annum + benefits
Posted: 16 days ago
Farnborough, Hampshire
Leidos
Posted: 14 days ago
Southampton
Spectrum IT
Salary: £30000 - £50000 per annum
Posted: 17 days ago
Farnborough
Computer Futures
Salary: £45000 - £65000 per annum + Competitive Benefits Package
Posted: 23 days ago
Southampton
Deerfoot IT Resources Ltd
Salary: £45000 - £50000 per annum + Benefits package
Posted: 16 days ago