Period
to 17 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Basingstoke 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 17 June 2018 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Basingstoke
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 38 57 31
Rank change year-on-year +19 -26 +18
Permanent jobs citing Python 108 45 75
As % of all permanent IT jobs advertised in Basingstoke 7.09% 4.29% 7.14%
As % of the Programming Languages category 13.74% 7.94% 12.89%
Number of salaries quoted 99 46 65
Basingstoke median annual salary £40,000 £62,250 £55,000
Median salary % change year-on-year -35.74% +13.18% +29.41%
10th Percentile £33,750 £34,750 £36,250
90th Percentile £57,750 £72,500 £66,600
Hampshire median annual salary £42,500 £45,000 £45,000
% change year-on-year -5.56% - +5.88%

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 Basingstoke with a requirement for coding skills.

All Programming Languages
Basingstoke
Permanent vacancies with a requirement for coding skills 786 567 582
As % of all permanent IT jobs advertised in Basingstoke 51.57% 54.10% 55.43%
Number of salaries quoted 689 514 522
Basingstoke median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -9.09%
10th Percentile £33,750 £27,150 £27,500
90th Percentile £65,000 £63,750 £60,750
Hampshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Python
Job Vacancy Trend in Basingstoke

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

Job vacancy trend for Python in Basingstoke

Python
Salary Trend in Basingstoke

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

Salary trend for Python in Basingstoke

Python
Salary Histogram in Basingstoke

The salary distribution of IT jobs citing Python in Basingstoke over the 6 months to 17 June 2018.

Salary histogram for Python in Basingstoke

For the 6 months to 17 June 2018, 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 Basingstoke region with a requirement for Python.

1 69 (63.89%) Linux
2 60 (55.56%) Ruby
3 55 (50.93%) Bash Shell
4 49 (45.37%) Java
5 44 (40.74%) Agile Software Development
6 43 (39.81%) JavaScript
7 39 (36.11%) Mentoring
8 37 (34.26%) Opscode Chef
8 37 (34.26%) OO
9 34 (31.48%) PHP
9 34 (31.48%) Puppet
10 31 (28.70%) DevOps
11 30 (27.78%) Docker
12 29 (26.85%) AngularJS
12 29 (26.85%) Amazon AWS
13 28 (25.93%) React
14 27 (25.00%) Ansible
15 26 (24.07%) C++
16 23 (21.30%) Open Source
16 23 (21.30%) Finance
17 22 (20.37%) MVC
18 21 (19.44%) Web Development
18 21 (19.44%) Symfony
18 21 (19.44%) CakePHP
18 21 (19.44%) Laravel
18 21 (19.44%) WordPress
18 21 (19.44%) OO PHP
19 20 (18.52%) Perl
20 19 (17.59%) Windows
21 18 (16.67%) SQL

Python
Co-occurring IT Skills in Basingstoke 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 21 (19.44%) WordPress
2 8 (7.41%) Elasticsearch
3 2 (1.85%) Apache
3 2 (1.85%) Confluence
4 1 (0.93%) Apache Spark
4 1 (0.93%) WebSphere
Cloud Services
1 29 (26.85%) Amazon AWS
2 8 (7.41%) Amazon CloudWatch
2 8 (7.41%) Microsoft Azure
3 2 (1.85%) Amazon EC2
3 2 (1.85%) AWS CloudFormation
3 2 (1.85%) Datadog
4 1 (0.93%) Amazon S3
4 1 (0.93%) GitHub
4 1 (0.93%) SaaS
Communications & Networking
1 10 (9.26%) DHCP
1 10 (9.26%) DNS
1 10 (9.26%) WAN
2 9 (8.33%) Firewall
3 8 (7.41%) HTTP
4 7 (6.48%) BGP
4 7 (6.48%) OSPF
5 6 (5.56%) IPsec
5 6 (5.56%) MPLS
5 6 (5.56%) RIP
5 6 (5.56%) SSL
5 6 (5.56%) VPLS
6 4 (3.70%) LAN
6 4 (3.70%) Wireshark
7 3 (2.78%) VLAN
8 2 (1.85%) SMS
8 2 (1.85%) TCP/IP
8 2 (1.85%) VPN
9 1 (0.93%) Cisco Nexus
9 1 (0.93%) EIGRP
Database & Business Intelligence
1 18 (16.67%) MySQL
2 3 (2.78%) NoSQL
3 2 (1.85%) Amazon RDS
3 2 (1.85%) Apache Cassandra
3 2 (1.85%) MariaDB
3 2 (1.85%) MongoDB
4 1 (0.93%) Couchbase
4 1 (0.93%) Redis
4 1 (0.93%) SQL Server
Development Applications
1 14 (12.96%) Jenkins
2 11 (10.19%) Git (software)
3 8 (7.41%) Atlassian Bamboo
4 4 (3.70%) JIRA
5 3 (2.78%) Bitbucket
5 3 (2.78%) Subversion
6 2 (1.85%) Selenium
6 2 (1.85%) SoapUI
6 2 (1.85%) Vagrant
6 2 (1.85%) WebDriver
7 1 (0.93%) GitLab
7 1 (0.93%) JMeter
7 1 (0.93%) LoadRunner
7 1 (0.93%) Mercurial
7 1 (0.93%) SilkTest
7 1 (0.93%) Sonatype Nexus
7 1 (0.93%) Team Foundation Server
7 1 (0.93%) TeamCity
General
1 23 (21.30%) Finance
2 3 (2.78%) Advertising
3 2 (1.85%) Games
3 2 (1.85%) Retail
4 1 (0.93%) Banking
4 1 (0.93%) Electronics
4 1 (0.93%) Legal
4 1 (0.93%) Manufacturing
4 1 (0.93%) Marketing
4 1 (0.93%) Telecoms
Job Titles
1 29 (26.85%) Developer
2 25 (23.15%) DevOps Engineer
3 21 (19.44%) PHP Developer
4 12 (11.11%) AWS Engineer
5 11 (10.19%) Administrator
6 10 (9.26%) Cloud Engineer
6 10 (9.26%) Network Engineer
7 9 (8.33%) Linux Administrator
7 9 (8.33%) Linux Systems Administrator
7 9 (8.33%) Machine Learning Engineer
7 9 (8.33%) Software Engineer
7 9 (8.33%) Systems Administrator
8 7 (6.48%) Full Stack Developer
8 7 (6.48%) Linux Scripter
8 7 (6.48%) Perl Scripter
9 5 (4.63%) Infrastructure Engineer
9 5 (4.63%) Linux Engineer
9 5 (4.63%) Python Engineer
9 5 (4.63%) Voice Engineer
10 2 (1.85%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 29 (26.85%) AngularJS
2 28 (25.93%) React
3 21 (19.44%) CakePHP
3 21 (19.44%) Laravel
3 21 (19.44%) Symfony
4 9 (8.33%) CNTK
4 9 (8.33%) MXNet
4 9 (8.33%) TensorFlow
5 7 (6.48%) CSS
5 7 (6.48%) HTML
5 7 (6.48%) jQuery
5 7 (6.48%) RESTful
5 7 (6.48%) Ruby on Rails
6 6 (5.56%) LAMP
7 5 (4.63%) HTML5
8 4 (3.70%) Elastic Stack
8 4 (3.70%) Web Services
9 3 (2.78%) .NET
9 3 (2.78%) SOAP
10 2 (1.85%) LDAP
Miscellaneous
1 12 (11.11%) Analytical Skills
1 12 (11.11%) Computer Science
2 9 (8.33%) Algorithms
2 9 (8.33%) Data Structures
3 8 (7.41%) Clustering
4 7 (6.48%) Greenfield Project
5 4 (3.70%) Fintech
6 2 (1.85%) Data Centre
6 2 (1.85%) Digital Media
6 2 (1.85%) Linux Command Line
6 2 (1.85%) Replication
6 2 (1.85%) Self-Motivation
7 1 (0.93%) Cyberthreat
7 1 (0.93%) Minimum Viable Product
7 1 (0.93%) Virtual Team
Operating Systems
1 69 (63.89%) Linux
2 19 (17.59%) Windows
3 11 (10.19%) Red Hat Enterprise Linux
4 6 (5.56%) CentOS
4 6 (5.56%) Ubuntu
5 3 (2.78%) Unix
6 2 (1.85%) Amazon Linux
6 2 (1.85%) Debian
Processes & Methodologies
1 44 (40.74%) Agile Software Development
2 39 (36.11%) Mentoring
3 37 (34.26%) OO
4 31 (28.70%) DevOps
5 23 (21.30%) Open Source
6 22 (20.37%) MVC
7 21 (19.44%) OO PHP
7 21 (19.44%) Web Development
8 16 (14.81%) OOP
9 14 (12.96%) Software Engineering
10 12 (11.11%) Task Automation
11 11 (10.19%) Cybersecurity
11 11 (10.19%) Machine Learning
11 11 (10.19%) Problem-Solving
12 10 (9.26%) High Availability
13 9 (8.33%) Deep Learning
13 9 (8.33%) Unit Testing
14 8 (7.41%) Load Balancing
15 7 (6.48%) Configuration Management
15 7 (6.48%) Innovative Thinking
Programming Languages
1 60 (55.56%) Ruby
2 55 (50.93%) Bash Shell
3 49 (45.37%) Java
4 43 (39.81%) JavaScript
5 34 (31.48%) PHP
6 26 (24.07%) C++
7 20 (18.52%) Perl
8 18 (16.67%) SQL
9 17 (15.74%) PowerShell
10 16 (14.81%) C
11 8 (7.41%) C#
12 6 (5.56%) Shell Script
13 2 (1.85%) Go
13 2 (1.85%) MATLAB
14 1 (0.93%) Groovy
14 1 (0.93%) Kotlin
14 1 (0.93%) TypeScript
Qualifications
1 11 (10.19%) PhD
2 4 (3.70%) Degree
2 4 (3.70%) SC Cleared
2 4 (3.70%) Security Cleared
3 3 (2.78%) DV Cleared
4 2 (1.85%) Computer Science Degree
5 1 (0.93%) CCNA
5 1 (0.93%) CCNP
5 1 (0.93%) Cisco Certification
Quality Assurance & Compliance
1 6 (5.56%) HIPAA
1 6 (5.56%) ISO/IEC 27001
1 6 (5.56%) PCI DSS
System Software
1 30 (27.78%) Docker
2 4 (3.70%) VMware Infrastructure
3 2 (1.85%) Active Directory
4 1 (0.93%) Hyper-V
4 1 (0.93%) VMware NSX
Systems Management
1 37 (34.26%) Opscode Chef
2 34 (31.48%) Puppet
3 27 (25.00%) Ansible
4 17 (15.74%) Kubernetes
5 13 (12.04%) Terraform
6 7 (6.48%) Nagios
7 5 (4.63%) Packer
7 5 (4.63%) StatsD
8 3 (2.78%) Kibana
8 3 (2.78%) logstash
8 3 (2.78%) Rancher
9 2 (1.85%) Observium
9 2 (1.85%) WMI
10 1 (0.93%) Grafana
10 1 (0.93%) HAProxy
10 1 (0.93%) Perfmon
10 1 (0.93%) Salt
10 1 (0.93%) SCCM
10 1 (0.93%) SCOM
Vendors
1 6 (5.56%) New Relic
2 4 (3.70%) VMware
3 2 (1.85%) Atlassian
3 2 (1.85%) Microsoft
3 2 (1.85%) Oracle
4 1 (0.93%) Arista
4 1 (0.93%) BT
4 1 (0.93%) Cisco
4 1 (0.93%) IBM
4 1 (0.93%) Palo Alto
4 1 (0.93%) Red Hat
4 1 (0.93%) SAP