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

Python
South East > Hampshire
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 45 60 52
Rank change year-on-year +15 -8  
Permanent jobs citing Python 161 162 191
As % of all permanent IT jobs advertised in Hampshire 5.54% 4.66% 5.14%
As % of the Programming Languages category 9.62% 7.88% 9.72%
Number of salaries quoted 146 147 190
Hampshire median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11%  
10th Percentile £27,500 £28,750 £27,500
90th Percentile £71,250 £67,500 £61,375
South East median annual salary £48,750 £50,000 £45,000
% change year-on-year -2.50% +11.11%  

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 1673 2057 1966
As % of all permanent IT job vacancies advertised in Hampshire 57.53% 59.19% 52.89%
Number of salaries quoted 3631 4227 4177
Hampshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% -  
10th Percentile £26,250 £27,500 £25,000
90th Percentile £63,750 £57,500 £60,000
South East median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Python
Job Vacancy Trend in Hampshire

Job postings citing Python as a percentage of all IT jobs advertised in Hampshire.

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 June 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 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
Southampton +30 38 £42,500 - 7
Basingstoke -6 27 £65,000 +18.18% 4
Farnborough +23 25 £46,250 -11.90% 4
Fareham +28 23 £38,750 +19.23% 5
Portsmouth -14 19 £43,500 +17.56% 6
Winchester +2 5 £57,500 +35.29% 1
Waterlooville - 2 £27,500 -
Hook - 2 £38,750 -
Andover - 1 £39,000 -
Eastleigh - 1 £50,000 -
Python
South East

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

1 152 (52.41%) Java
2 128 (44.14%) Ruby
3 121 (41.72%) Agile Software Development
4 120 (41.38%) Linux
5 118 (40.69%) JavaScript
6 101 (34.83%) C++
7 96 (33.10%) HTML
8 95 (32.76%) SQL
9 88 (30.34%) MySQL
9 88 (30.34%) Software Engineering
10 79 (27.24%) C#
11 71 (24.48%) Amazon AWS
12 67 (23.10%) Continuous Integration
13 66 (22.76%) C
13 66 (22.76%) Scrum
14 65 (22.41%) CSS
15 61 (21.03%) Docker
16 59 (20.34%) Windows
17 52 (17.93%) Perl
17 52 (17.93%) TDD
18 49 (16.90%) Big Data
19 48 (16.55%) NoSQL
20 47 (16.21%) Continuous Delivery
21 46 (15.86%) Web Development
22 43 (14.83%) Apache Spark
22 43 (14.83%) Opscode Chef
22 43 (14.83%) Bash Shell
23 41 (14.14%) Open Source
23 41 (14.14%) DevOps
24 40 (13.79%) SaaS

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 43 (14.83%) Apache Spark
2 19 (6.55%) Elasticsearch
3 17 (5.86%) OpenStack
4 9 (3.10%) NServiceBus
5 7 (2.41%) Tomcat
6 5 (1.72%) BizTalk Server
6 5 (1.72%) CMS
6 5 (1.72%) JBoss
6 5 (1.72%) Oracle SOA Suite
6 5 (1.72%) SharePoint
6 5 (1.72%) SharePoint Server
6 5 (1.72%) WebLogic
7 4 (1.38%) Apache
8 2 (0.69%) Cloud Foundry
8 2 (0.69%) MS Exchange
9 1 (0.34%) Drupal
9 1 (0.34%) OpenROAD
Applications
1 9 (3.10%) Microsoft Excel
1 9 (3.10%) Microsoft Office
1 9 (3.10%) Microsoft PowerPoint
2 5 (1.72%) Inkscape
2 5 (1.72%) Photoshop
3 4 (1.38%) Adobe Illustrator
3 4 (1.38%) GIMP
Business Applications
1 23 (7.93%) SAP Oil and Gas
2 5 (1.72%) Dynamics CRM
Cloud Services
1 71 (24.48%) Amazon AWS
2 40 (13.79%) SaaS
3 33 (11.38%) Microsoft Azure
4 12 (4.14%) PaaS
5 6 (2.07%) Amazon CloudWatch
6 5 (1.72%) iPaaS
7 4 (1.38%) Amazon S3
7 4 (1.38%) Cloud Computing
8 2 (0.69%) Google Cloud Platform
8 2 (0.69%) Office 365
8 2 (0.69%) OpenShift
9 1 (0.34%) Amazon EC2
9 1 (0.34%) Amazon SQS
9 1 (0.34%) GitHub
9 1 (0.34%) IaaS
Communications & Networking
1 8 (2.76%) TCP/IP
2 7 (2.41%) DNS
3 6 (2.07%) Firewall
3 6 (2.07%) Internet
4 5 (1.72%) AMQP
4 5 (1.72%) ATM
5 3 (1.03%) tcpdump
5 3 (1.03%) VoIP
6 2 (0.69%) SMPP
6 2 (0.69%) SS7
6 2 (0.69%) Wireless
6 2 (0.69%) Wireshark
7 1 (0.34%) BGP
7 1 (0.34%) Ethernet
7 1 (0.34%) IPsec
7 1 (0.34%) MPLS
7 1 (0.34%) OSPF
7 1 (0.34%) SMS
7 1 (0.34%) SNMP
7 1 (0.34%) VPN
Database & Business Intelligence
1 88 (30.34%) MySQL
2 49 (16.90%) Big Data
3 48 (16.55%) NoSQL
4 28 (9.66%) Apache Cassandra
5 24 (8.28%) Hadoop
5 24 (8.28%) MongoDB
6 22 (7.59%) Relational Database
7 21 (7.24%) MariaDB
8 19 (6.55%) PostgreSQL
9 18 (6.21%) RDBMS
10 12 (4.14%) SQL Server
11 9 (3.10%) Redis
12 7 (2.41%) Data Mining
13 2 (0.69%) Geospatial Data
13 2 (0.69%) GIS
14 1 (0.34%) Data Warehouse
14 1 (0.34%) HBase
14 1 (0.34%) Ingres
14 1 (0.34%) Power BI
Development Applications
1 39 (13.45%) Git (software)
2 31 (10.69%) Jenkins
3 13 (4.48%) Subversion
4 11 (3.79%) Atlassian Bamboo
5 9 (3.10%) Moq
5 9 (3.10%) NUnit
6 8 (2.76%) Selenium
7 7 (2.41%) JIRA
8 6 (2.07%) Bitbucket
8 6 (2.07%) Cucumber
9 5 (1.72%) GitLab
9 5 (1.72%) Vagrant
10 4 (1.38%) Sublime Text
11 3 (1.03%) Team Foundation Server
11 3 (1.03%) Travis CI
11 3 (1.03%) Visual Studio Team System
12 2 (0.69%) WebDriver
13 1 (0.34%) SpecFlow
13 1 (0.34%) TeamCity
13 1 (0.34%) Trac
General
1 33 (11.38%) Electronics
1 33 (11.38%) Finance
2 30 (10.34%) Telecoms
3 25 (8.62%) Manufacturing
3 25 (8.62%) Marketing
4 9 (3.10%) Automotive
4 9 (3.10%) Back Office
4 9 (3.10%) Financial Institution
4 9 (3.10%) Retail
5 6 (2.07%) Military
6 2 (0.69%) Legal
7 1 (0.34%) Advertising
Job Titles
1 98 (33.79%) Developer
2 67 (23.10%) Software Engineer
3 41 (14.14%) Architect
4 37 (12.76%) Python Developer
5 32 (11.03%) Software Architect
6 28 (9.66%) Ruby Developer
7 21 (7.24%) Software Developer
8 19 (6.55%) DevOps Engineer
9 18 (6.21%) Analyst
10 17 (5.86%) Data Scientist
10 17 (5.86%) Java Architect
10 17 (5.86%) Java Software Architect
11 16 (5.52%) Data Architect
11 16 (5.52%) Senior Software Engineer
12 15 (5.17%) Big Data Architect
12 15 (5.17%) C# Architect
12 15 (5.17%) Full Stack Developer
12 15 (5.17%) Python Software Architect
12 15 (5.17%) SOA Architect
13 14 (4.83%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 96 (33.10%) HTML
2 65 (22.41%) CSS
3 38 (13.10%) HTML5
4 29 (10.00%) .NET
5 26 (8.97%) RabbitMQ
5 26 (8.97%) REST
6 23 (7.93%) AngularJS
7 22 (7.59%) LAMP
8 20 (6.90%) jQuery
9 19 (6.55%) Django
10 18 (6.21%) XML
11 15 (5.17%) JSON
12 13 (4.48%) ASP.NET
12 13 (4.48%) ASP.NET MVC
12 13 (4.48%) Ruby on Rails
13 12 (4.14%) Ajax
13 12 (4.14%) Kafka
13 12 (4.14%) Node.js
14 9 (3.10%) ASP.NET Web API
14 9 (3.10%) Web Services
Miscellaneous
1 26 (8.97%) Algorithms
2 25 (8.62%) User Experience
3 19 (6.55%) Analytical Skills
3 19 (6.55%) Computer Science
4 9 (3.10%) Wiki
5 8 (2.76%) Smart Meter
6 7 (2.41%) Internet of Things
7 5 (1.72%) Greenfield Project
8 4 (1.38%) Data Centre
8 4 (1.38%) Linux Command Line
8 4 (1.38%) Vector Graphics
9 3 (1.03%) Smart Energy
10 2 (0.69%) Data Structures
10 2 (0.69%) Embedded Systems
10 2 (0.69%) VHDL
10 2 (0.69%) Video Conferencing
11 1 (0.34%) ASIC
11 1 (0.34%) Device Driver
11 1 (0.34%) Grid Computing
11 1 (0.34%) Management Information System
Operating Systems
1 120 (41.38%) Linux
2 59 (20.34%) Windows
3 18 (6.21%) Unix
4 11 (3.79%) Red Hat Enterprise Linux
5 7 (2.41%) Android
5 7 (2.41%) Embedded Linux
6 5 (1.72%) Mac OS X
7 3 (1.03%) Apple iOS
8 2 (0.69%) CentOS
8 2 (0.69%) Solaris
8 2 (0.69%) Ubuntu
8 2 (0.69%) Windows 10
9 1 (0.34%) AIX
9 1 (0.34%) VMS
Processes & Methodologies
1 121 (41.72%) Agile Software Development
2 88 (30.34%) Software Engineering
3 67 (23.10%) Continuous Integration
4 66 (22.76%) Scrum
5 52 (17.93%) TDD
6 47 (16.21%) Continuous Delivery
7 46 (15.86%) Web Development
8 41 (14.14%) DevOps
8 41 (14.14%) Open Source
9 39 (13.45%) SOA
10 37 (12.76%) Data Analysis
11 36 (12.41%) Mathematics
12 33 (11.38%) Business Intelligence
13 29 (10.00%) MVC
14 28 (9.66%) Machine Learning
14 28 (9.66%) SDLC
15 26 (8.97%) OO
15 26 (8.97%) Unit Testing
16 23 (7.93%) Digital Marketing
16 23 (7.93%) Programme Management
Programming Languages
1 152 (52.41%) Java
2 128 (44.14%) Ruby
3 118 (40.69%) JavaScript
4 101 (34.83%) C++
5 95 (32.76%) SQL
6 79 (27.24%) C#
7 66 (22.76%) C
8 52 (17.93%) Perl
9 43 (14.83%) Bash Shell
10 38 (13.10%) PHP
11 22 (7.59%) R
12 17 (5.86%) Go
13 16 (5.52%) PowerShell
14 9 (3.10%) MATLAB
15 5 (1.72%) Bourne shell
15 5 (1.72%) PL/SQL
16 4 (1.38%) Embedded C
16 4 (1.38%) Shell Script
17 2 (0.69%) Embedded C++
18 1 (0.34%) F#
Qualifications
1 39 (13.45%) Security Cleared
2 30 (10.34%) SC Cleared
3 28 (9.66%) Degree
4 13 (4.48%) PhD
5 9 (3.10%) Cisco Certification
6 8 (2.76%) CCNA
6 8 (2.76%) CISSP
6 8 (2.76%) RHCE
6 8 (2.76%) RHCSA
7 6 (2.07%) Computer Science Degree
7 6 (2.07%) ISTQB
8 5 (1.72%) Microsoft Certification
9 4 (1.38%) Numerate Degree
10 2 (0.69%) DV Cleared
10 2 (0.69%) ISEB
11 1 (0.34%) CCDP
11 1 (0.34%) CCNP
Quality Assurance & Compliance
1 22 (7.59%) QA
2 9 (3.10%) PCI DSS
3 8 (2.76%) ISO/IEC 27001
4 2 (0.69%) SLA
5 1 (0.34%) Cyber Essentials
System Software
1 61 (21.03%) Docker
2 25 (8.62%) VMware Infrastructure
3 11 (3.79%) vSphere
4 5 (1.72%) Firmware
5 2 (0.69%) Active Directory
Systems Management
1 43 (14.83%) Opscode Chef
2 21 (7.24%) Puppet
3 12 (4.14%) Kubernetes
4 10 (3.45%) Grafana
4 10 (3.45%) Packer
4 10 (3.45%) Terraform
5 6 (2.07%) Kibana
5 6 (2.07%) StatsD
6 3 (1.03%) logstash
6 3 (1.03%) Marathon
7 1 (0.34%) Ansible
7 1 (0.34%) CloudForms
7 1 (0.34%) FreeIPA
7 1 (0.34%) Nagios
7 1 (0.34%) vRealize
Vendors
1 39 (13.45%) VMware
2 23 (7.93%) SAP
3 18 (6.21%) Microsoft
4 16 (5.52%) Red Hat
5 10 (3.45%) New Relic
6 7 (2.41%) Oracle
7 4 (1.38%) Adobe
7 4 (1.38%) Cisco
7 4 (1.38%) Juniper
8 3 (1.03%) Motorola
8 3 (1.03%) Ruckus Wireless
8 3 (1.03%) Trapeze
9 2 (0.69%) Atlassian
9 2 (0.69%) Google
9 2 (0.69%) HP
9 2 (0.69%) LANDesk
9 2 (0.69%) SolarWinds
9 2 (0.69%) Zend
10 1 (0.34%) CA
10 1 (0.34%) Dell
Basingstoke, Hampshire
Resource Group
Salary: £60,000-£70,000 + Benefits
Posted: 3 hours ago
Farnborough, Hampshire
Austin Fraser
Salary: £60000 - £65000 per annum + Benefits
Posted: 20 hours ago
Fareham, Hampshire
Experis Ltd
Salary: £47400.00 - £57999.00 per annum + benefits
Posted: Yesterday
Basingstoke, Hampshire
Austin Fraser
Salary: £65000 - £75000 per annum + Benefits
Posted: 20 hours ago
Hampshire
Austin Fraser
Salary: £70000 - £80000.00 per annum + Benefits
Posted: 23 hours ago
Fareham, Hampshire
Cloud Computing International
Salary: £360 - £380 per day + Benifits
Posted: Yesterday
Basingstoke, Hampshire
Austin Fraser
Salary: £35000 - £40000 per annum + Benefits
Posted: Yesterday
Fareham, Hampshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £30000 per annum
Posted: 2 days ago
Farnborough, Hampshire
Resource Group
Salary: £65,000-£75,000 + Bonus & Benefits
Posted: 3 days ago
Portsmouth
aap3
Salary: £42000.00 - £45000.00 per annum + Attractive Benefits
Posted: 3 days ago
Portsmouth
aap3
Salary: £45000.00 - £50000.00 per annum + - Negotiable + Benefits
Posted: 3 days ago
Portsmouth, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £60000 per annum + bonus, pension medical etc
Posted: 6 days ago
Basingstoke
People Source Consulting
Salary: £62000 - £67000 per annum
Posted: 8 days ago
Southampton
Spectrum IT
Salary: £25000 - £35000 per annum
Posted: 8 days ago
Farnborough, Hampshire
UKCloud
Salary: Competitive Rates / Negotiable - Pension, Healthcare, Life Cover, Bonu
Posted: 9 days ago
Farnborough
Talent Point
Salary: £40000 - £60000 per annum
Posted: 14 days ago
Southampton
Deerfoot IT Resources Ltd
Salary: £35000 - £45000 per annum
Posted: 24 days ago
Southampton, Hampshire
Kingfisher IT Services
Salary: £negotiable dependent on exp. + benefits and bonus potential
Posted: 6 days ago
Fareham
Spectrum IT
Salary: £40000 - £45000 per annum
Posted: 20 days ago
Portsmouth
IQ Telecom
Salary: £20000 - £35000 per annum
Posted: 20 days ago
Southampton
Hays Specialist Recruitment Ltd
Salary: £40000 - £50000 per annum + Package
Posted: 24 days ago
Fareham
Spectrum IT
Posted: 23 days ago
Portsmouth
aap3
Salary: £42000.00 - £45000.00 per annum + V Attractive
Posted: 20 days ago
Southampton, Hampshire
CH2M
Posted: 25 days ago
Winchester, Hampshire
CH2M
Posted: 25 days ago
Portsmouth
aap3
Salary: £45000.00 - £48000.00 per annum
Posted: 24 days ago
Southampton
Spectrum IT
Salary: £35000 - £65000 per annum
Posted: 23 days ago