Period
to 21 May 2019

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 6 months to 21 May 2019 with a comparison to the same period in the previous 2 years.

Python
South East > Hampshire
6 months to
21 May 2019
Same period 2018 Same period 2017
Rank 21 33 54
Rank change year-on-year +12 +21 -4
Permanent jobs citing Python 723 503 275
As % of all permanent IT jobs advertised in Hampshire 11.06% 7.45% 4.66%
As % of the Programming Languages category 18.00% 12.16% 8.27%
Number of salaries quoted 518 382 232
Hampshire median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% -
10th Percentile £27,500 £29,750 £28,525
90th Percentile £63,750 £65,000 £68,750
South East median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hampshire with a requirement for coding skills.

All Programming Languages
Hampshire
Permanent vacancies with a requirement for coding skills 4,017 4,135 3,327
As % of all permanent IT jobs advertised in Hampshire 61.44% 61.22% 56.44%
Number of salaries quoted 3,324 3,591 2,994
Hampshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £64,625 £63,750 £61,250
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.86%

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 6 months to 21 May 2019.

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 6 months to 21 May 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton +7 180 £47,500 +5.56% 15
Basingstoke +17 158 £45,000 +12.50% 3
Romsey -1 142 £47,000 +27.03%
Farnborough +15 69 £55,000 -12.00% 4
Petersfield +2 40 £30,000 +3.45%
Fleet +27 31 £50,000 +25.00%
Portsmouth -2 24 £42,500 -19.05%
Andover - 17 £50,000 - 3
Winchester +21 14 £55,000 +37.50%
Havant - 12 £30,250 -
Fareham -29 5 £47,500 +46.15% 2
Bordon - 1 £45,000 -
Hook - 1 - -
Python
South East

For the 6 months to 21 May 2019, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Hampshire region with a requirement for Python.

1 395 (54.63%) C++
2 363 (50.21%) Java
3 345 (47.72%) Software Engineering
4 343 (47.44%) Linux
5 294 (40.66%) Agile Software Development
6 231 (31.95%) C
7 226 (31.26%) Security Cleared
8 224 (30.98%) DevOps
9 208 (28.77%) JavaScript
10 196 (27.11%) C#
11 195 (26.97%) SQL
12 192 (26.56%) Docker
13 189 (26.14%) Ansible
14 177 (24.48%) SC Cleared
15 172 (23.79%) Analytics
16 158 (21.85%) Open Source
17 157 (21.72%) Artificial Intelligence
18 155 (21.44%) Test Automation
19 151 (20.89%) Degree
19 151 (20.89%) Computer Science
20 149 (20.61%) DV Cleared
21 143 (19.78%) Data Analytics
22 140 (19.36%) AngularJS
23 131 (18.12%) Vue.js
24 129 (17.84%) Self-Motivation
25 128 (17.70%) TDD
26 121 (16.74%) Business Development
27 116 (16.04%) Ruby
28 113 (15.63%) Mathematics
29 110 (15.21%) Amazon AWS

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 89 (12.31%) Elasticsearch
2 32 (4.43%) SAS
3 22 (3.04%) Confluence
4 16 (2.21%) Apache
5 15 (2.07%) OpenStack
6 11 (1.52%) Apache Spark
6 11 (1.52%) Tomcat
7 4 (0.55%) JBoss
8 3 (0.41%) Apache Solr
9 2 (0.28%) Cloud Foundry
9 2 (0.28%) nginx
10 1 (0.14%) BizTalk Server
10 1 (0.14%) Kinematics
10 1 (0.14%) Skype for Business
10 1 (0.14%) WildFly
Applications
1 15 (2.07%) Fireworks
2 14 (1.94%) Microsoft Office
3 12 (1.66%) Microsoft Excel
4 7 (0.97%) Microsoft PowerPoint
5 6 (0.83%) GNU Octave
6 2 (0.28%) SPSS
7 1 (0.14%) Abaqus
7 1 (0.14%) CPLEX
7 1 (0.14%) NASTRAN
7 1 (0.14%) Simulink
Business Applications
1 1 (0.14%) WebTrends
Cloud Services
1 110 (15.21%) Amazon AWS
2 38 (5.26%) Microsoft Azure
2 38 (5.26%) Serverless
3 35 (4.84%) AWS Lambda
4 23 (3.18%) Amazon S3
5 21 (2.90%) Amazon SQS
5 21 (2.90%) Power Platform
6 18 (2.49%) AWS Fargate
7 10 (1.38%) Amazon CloudWatch
8 7 (0.97%) GitHub
9 6 (0.83%) SaaS
10 5 (0.69%) PaaS
11 3 (0.41%) AWS CloudFormation
11 3 (0.41%) Azure Functions
11 3 (0.41%) Cloud Computing
11 3 (0.41%) Google Analytics
11 3 (0.41%) Google Cloud Platform
11 3 (0.41%) OpenShift
12 2 (0.28%) Azure Active Directory
12 2 (0.28%) Cortana Intelligence Suite
Communications & Networking
1 50 (6.92%) TCP/IP
2 30 (4.15%) Network Security
3 12 (1.66%) Firewall
4 11 (1.52%) DNS
5 10 (1.38%) Internet
5 10 (1.38%) Link 16
5 10 (1.38%) Link 22
5 10 (1.38%) Tactical Data Link
5 10 (1.38%) VoIP
6 9 (1.24%) VLAN
7 8 (1.11%) Radio Access Network
7 8 (1.11%) SSL
7 8 (1.11%) Wireless
8 7 (0.97%) SAN
9 6 (0.83%) RTP
9 6 (0.83%) WAN
9 6 (0.83%) Wireshark
10 5 (0.69%) HTTP
10 5 (0.69%) VSAN
11 4 (0.55%) Ethernet
Database & Business Intelligence
1 93 (12.86%) NoSQL
2 84 (11.62%) MongoDB
3 79 (10.93%) MySQL
4 57 (7.88%) SQL Server
5 40 (5.53%) Neo4j
6 38 (5.26%) Relational Database
7 32 (4.43%) PostgreSQL
8 29 (4.01%) Big Data
9 21 (2.90%) Power BI
10 17 (2.35%) Hadoop
11 16 (2.21%) QlikView
12 15 (2.07%) Blockchain
13 14 (1.94%) MariaDB
14 13 (1.80%) RDBMS
15 12 (1.66%) Data Warehouse
16 11 (1.52%) Apache Cassandra
16 11 (1.52%) Redis
17 10 (1.38%) Data Mining
18 8 (1.11%) Couchbase
18 8 (1.11%) Qlik Sense
Development Applications
1 90 (12.45%) Jenkins
2 82 (11.34%) Git (software)
2 82 (11.34%) JIRA
3 77 (10.65%) GitLab
4 59 (8.16%) Vagrant
5 49 (6.78%) Selenium
6 26 (3.60%) JIRA Agile
7 16 (2.21%) Robot Framework
8 15 (2.07%) Atlassian Bamboo
8 15 (2.07%) LoadRunner
8 15 (2.07%) QAComplete
8 15 (2.07%) Visual Studio Coded UI
9 14 (1.94%) Bitbucket
10 12 (1.66%) Visual Studio
11 10 (1.38%) Maven
12 8 (1.11%) Eclipse
12 8 (1.11%) Toad
13 7 (0.97%) Cucumber
14 6 (0.83%) Subversion
15 3 (0.41%) Travis CI
General
1 52 (7.19%) Electronics
2 47 (6.50%) Marketing
3 44 (6.09%) Finance
4 31 (4.29%) Games
5 30 (4.15%) Military
6 27 (3.73%) Aerospace
7 26 (3.60%) Telecoms
8 24 (3.32%) Legal
9 22 (3.04%) Manufacturing
10 6 (0.83%) Law
11 2 (0.28%) Retail
12 1 (0.14%) Automotive
12 1 (0.14%) Avionics
12 1 (0.14%) Greek Language
12 1 (0.14%) Pharmaceutical
Job Titles
1 210 (29.05%) Developer
2 206 (28.49%) Software Engineer
3 91 (12.59%) Python Developer
4 73 (10.10%) Software Developer
5 66 (9.13%) Junior
6 57 (7.88%) Python Engineer
7 56 (7.75%) Java Developer
8 54 (7.47%) Java Engineer
9 53 (7.33%) Analyst
10 49 (6.78%) DevOps Engineer
11 47 (6.50%) Embedded Engineer
11 47 (6.50%) Embedded Software Engineer
12 46 (6.36%) C++ Software Engineer
13 45 (6.22%) C++ Developer
14 44 (6.09%) C# Developer
15 43 (5.95%) Java Software Engineer
16 42 (5.81%) Python Software Engineer
17 38 (5.26%) Android Developer
17 38 (5.26%) Graduate
18 31 (4.29%) C++ Software Developer
Libraries, Frameworks & Software Standards
1 140 (19.36%) AngularJS
2 131 (18.12%) Vue.js
3 101 (13.97%) Node.js
4 87 (12.03%) RESTful
5 80 (11.07%) Django
6 65 (8.99%) .NET
7 62 (8.58%) Elastic Stack
7 62 (8.58%) Spring
8 60 (8.30%) React
9 53 (7.33%) HTML
10 40 (5.53%) CSS
11 36 (4.98%) .NET Core
12 32 (4.43%) HTML5
13 22 (3.04%) CSS3
14 21 (2.90%) .NET Framework
15 20 (2.77%) Boost C++ Libraries
15 20 (2.77%) Qt
15 20 (2.77%) Velocity
16 18 (2.49%) RabbitMQ
17 16 (2.21%) Spring Boot
Miscellaneous
1 129 (17.84%) Self-Motivation
2 59 (8.16%) Algorithms
3 31 (4.29%) Enterprise Software
4 30 (4.15%) Fintech
5 29 (4.01%) Greenfield Project
6 27 (3.73%) Device Driver
7 19 (2.63%) Robotics
8 17 (2.35%) Analytical Skills
8 17 (2.35%) Data Centre
8 17 (2.35%) Mobile App
9 15 (2.07%) Replication
10 10 (1.38%) 3D Graphics
10 10 (1.38%) Client/Server
11 9 (1.24%) Embedded Systems
12 8 (1.11%) Acoustics
12 8 (1.11%) Data Structures
12 8 (1.11%) Smart Meter
13 7 (0.97%) User Experience
14 5 (0.69%) Public Cloud
15 4 (0.55%) Linux Command Line
Operating Systems
1 343 (47.44%) Linux
2 104 (14.38%) Android
3 94 (13.00%) Windows
4 31 (4.29%) Unix
5 29 (4.01%) Mac OS X
6 20 (2.77%) Apple iOS
7 19 (2.63%) Red Hat Enterprise Linux
8 13 (1.80%) CentOS
9 8 (1.11%) Ubuntu
10 5 (0.69%) Oracle Linux
11 4 (0.55%) Debian
12 3 (0.41%) VxWorks
13 2 (0.28%) FreeRTOS
13 2 (0.28%) Solaris
13 2 (0.28%) Windows Server
13 2 (0.28%) Windows Server 2012
14 1 (0.14%) CoreOS
14 1 (0.14%) Robot Operating System
14 1 (0.14%) Windows Server 2008
Processes & Methodologies
1 345 (47.72%) Software Engineering
2 294 (40.66%) Agile Software Development
3 224 (30.98%) DevOps
4 172 (23.79%) Analytics
5 158 (21.85%) Open Source
6 157 (21.72%) Artificial Intelligence
7 155 (21.44%) Test Automation
8 151 (20.89%) Computer Science
9 143 (19.78%) Data Analytics
10 128 (17.70%) TDD
11 121 (16.74%) Business Development
12 113 (15.63%) Mathematics
13 94 (13.00%) Continuous Delivery
14 88 (12.17%) Continuous Integration
15 81 (11.20%) Mentoring
16 79 (10.93%) OO
17 69 (9.54%) Physics
18 59 (8.16%) Microservices
19 54 (7.47%) Data Science
20 49 (6.78%) Scrum
Programming Languages
1 395 (54.63%) C++
2 363 (50.21%) Java
3 231 (31.95%) C
4 208 (28.77%) JavaScript
5 196 (27.11%) C#
6 195 (26.97%) SQL
7 116 (16.04%) Ruby
8 106 (14.66%) Go
9 86 (11.89%) Bash Shell
10 70 (9.68%) R
11 65 (8.99%) MATLAB
12 56 (7.75%) PowerShell
13 49 (6.78%) Perl
14 38 (5.26%) Kotlin
15 33 (4.56%) PHP
16 30 (4.15%) Rust
17 28 (3.87%) Scala
18 17 (2.35%) Shell Script
19 16 (2.21%) Clojure
20 14 (1.94%) Assembly Language
Qualifications
1 226 (31.26%) Security Cleared
2 177 (24.48%) SC Cleared
3 151 (20.89%) Degree
4 149 (20.61%) DV Cleared
5 47 (6.50%) PhD
6 34 (4.70%) Computer Science Degree
7 21 (2.90%) Cisco Certification
8 16 (2.21%) ISTQB
9 14 (1.94%) ISEB
10 8 (1.11%) BPSS Clearance
10 8 (1.11%) RHCE
11 4 (0.55%) AWS Certification
11 4 (0.55%) ITIL Foundation Certificate
12 3 (0.41%) CCNA
12 3 (0.41%) RHCSA
13 2 (0.28%) CCSP
13 2 (0.28%) ITIL Certification
13 2 (0.28%) Master's Degree
14 1 (0.14%) (ISC)2 CCSP
14 1 (0.14%) CCIE Service Provider
Quality Assurance & Compliance
1 55 (7.61%) QA
2 5 (0.69%) ISO/IEC 27001
2 5 (0.69%) JTAG
3 3 (0.41%) GDPR
4 2 (0.28%) Data Quality
5 1 (0.14%) SLA
System Software
1 192 (26.56%) Docker
2 57 (7.88%) vSphere
3 41 (5.67%) VirtualBox
4 38 (5.26%) VMware Infrastructure
5 16 (2.21%) vCloud
6 14 (1.94%) VMware NSX
7 13 (1.80%) Xen
8 9 (1.24%) VMware ESXi
9 7 (0.97%) Virtual Machines
10 5 (0.69%) Oracle RAC
11 4 (0.55%) Citrix Hypervisor
11 4 (0.55%) Firmware
11 4 (0.55%) iptables
11 4 (0.55%) Squid
12 3 (0.41%) Active Directory
13 2 (0.28%) Apache ZooKeeper
14 1 (0.14%) Hyper-V
14 1 (0.14%) Kamailio
14 1 (0.14%) OpenAM
14 1 (0.14%) VMware Server
Systems Management
1 189 (26.14%) Ansible
2 80 (11.07%) Kubernetes
3 65 (8.99%) Terraform
4 61 (8.44%) Puppet
5 59 (8.16%) Kibana
6 44 (6.09%) logstash
7 41 (5.67%) Opscode Chef
8 13 (1.80%) Salt
9 11 (1.52%) HAProxy
10 10 (1.38%) HP Quality Center
10 10 (1.38%) vCenter Server
11 8 (1.11%) Red Hat Satellite
12 5 (0.69%) Nagios
12 5 (0.69%) Oracle RMAN
12 5 (0.69%) Oracle ZFS
13 4 (0.55%) Grafana
13 4 (0.55%) SELinux
14 2 (0.28%) Netcool
15 1 (0.14%) Control-M
15 1 (0.14%) Nessus
Vendors
1 77 (10.65%) Microsoft
2 41 (5.67%) VMware
3 34 (4.70%) Samsung
4 33 (4.56%) Atlassian
5 28 (3.87%) Cisco
6 24 (3.32%) Oracle
7 22 (3.04%) Tableau
8 21 (2.90%) Red Hat
8 21 (2.90%) SAP
9 13 (1.80%) Ivanti
10 10 (1.38%) New Relic
11 6 (0.83%) Alteryx
11 6 (0.83%) Google
12 5 (0.69%) Supermicro
13 4 (0.55%) CheckPoint
13 4 (0.55%) Fortinet
13 4 (0.55%) Juniper
14 3 (0.41%) Avaya
14 3 (0.41%) Splunk
14 3 (0.41%) Talend