Period
to 21 September 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 21 September 2018 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Basingstoke
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 27 38 50
Rank change year-on-year +11 +12 -23
Permanent jobs citing Python 150 76 57
As % of all permanent IT jobs advertised in Basingstoke 8.66% 6.67% 5.58%
As % of the Programming Languages category 17.16% 12.77% 9.18%
Number of salaries quoted 127 77 56
Basingstoke median annual salary £42,500 £64,500 £40,000
Median salary % change year-on-year -34.11% +61.25% -15.79%
10th Percentile £32,650 £34,500 £26,250
90th Percentile £59,250 £72,500 £67,500
Hampshire median annual salary £45,000 £49,700 £47,500
% change year-on-year -9.46% +4.63% +11.76%

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 874 595 621
As % of all permanent IT jobs advertised in Basingstoke 50.43% 52.24% 60.82%
Number of salaries quoted 718 560 584
Basingstoke median annual salary £45,000 £45,000 £37,500
Median salary % change year-on-year - +20.00% -14.77%
10th Percentile £33,750 £31,250 £26,250
90th Percentile £67,500 £67,500 £58,375
Hampshire median annual salary £44,000 £42,500 £40,000
% change year-on-year +3.53% +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 21 September 2018.

Salary histogram for Python in Basingstoke

For the 6 months to 21 September 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 99 (66.00%) Linux
2 57 (38.00%) Ruby
3 54 (36.00%) Java
4 52 (34.67%) Agile Software Development
5 50 (33.33%) C++
6 49 (32.67%) Bash Shell
7 48 (32.00%) JavaScript
8 44 (29.33%) Software Engineering
9 41 (27.33%) MySQL
10 40 (26.67%) OO
11 37 (24.67%) SQL
11 37 (24.67%) DevOps
12 35 (23.33%) AngularJS
12 35 (23.33%) Open Source
12 35 (23.33%) PHP
13 33 (22.00%) Elasticsearch
14 32 (21.33%) React
15 31 (20.67%) Mentoring
15 31 (20.67%) RESTful
16 30 (20.00%) C
17 29 (19.33%) Opscode Chef
18 28 (18.67%) Puppet
19 27 (18.00%) Docker
20 26 (17.33%) Cybersecurity
21 25 (16.67%) NoSQL
22 24 (16.00%) C#
23 23 (15.33%) OOP
24 21 (14.00%) Git (software)
25 20 (13.33%) Microservices
26 19 (12.67%) CSS

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 33 (22.00%) Elasticsearch
2 17 (11.33%) WordPress
3 11 (7.33%) Apache
4 9 (6.00%) Apache Spark
4 9 (6.00%) Jupyter
5 2 (1.33%) Tomcat
6 1 (0.67%) Confluence
6 1 (0.67%) Traffic Server
Cloud Services
1 18 (12.00%) Amazon AWS
2 9 (6.00%) Amazon CloudWatch
3 5 (3.33%) AWS CloudFormation
4 4 (2.67%) AWS CodePipeline
5 3 (2.00%) Microsoft Azure
6 2 (1.33%) GitHub
7 1 (0.67%) Amazon EC2
7 1 (0.67%) Datadog
Communications & Networking
1 10 (6.67%) RTP
2 3 (2.00%) DAB
3 2 (1.33%) Wireshark
4 1 (0.67%) DHCP
4 1 (0.67%) DNS
4 1 (0.67%) Firewall
4 1 (0.67%) LAN
4 1 (0.67%) TCP/IP
4 1 (0.67%) VPN
4 1 (0.67%) WAN
Database & Business Intelligence
1 41 (27.33%) MySQL
2 25 (16.67%) NoSQL
3 10 (6.67%) Redis
4 9 (6.00%) Hadoop
5 8 (5.33%) Apache Cassandra
6 6 (4.00%) Couchbase
6 6 (4.00%) MariaDB
7 3 (2.00%) MongoDB
7 3 (2.00%) PostgreSQL
8 2 (1.33%) RethinkDB
9 1 (0.67%) Amazon RDS
9 1 (0.67%) Neo4j
Development Applications
1 21 (14.00%) Git (software)
2 12 (8.00%) Jenkins
3 7 (4.67%) JIRA
4 6 (4.00%) Atlassian Bamboo
5 2 (1.33%) Maven
6 1 (0.67%) Bitbucket
6 1 (0.67%) Cucumber
6 1 (0.67%) GitLab
6 1 (0.67%) JMeter
6 1 (0.67%) LoadRunner
6 1 (0.67%) Subversion
6 1 (0.67%) Vagrant
General
1 18 (12.00%) Finance
2 7 (4.67%) Games
3 2 (1.33%) Manufacturing
4 1 (0.67%) Advertising
4 1 (0.67%) Banking
4 1 (0.67%) Legal
Job Titles
1 41 (27.33%) Software Engineer
2 40 (26.67%) Developer
3 24 (16.00%) DevOps Engineer
4 19 (12.67%) Python Engineer
5 17 (11.33%) PHP Developer
6 15 (10.00%) Administrator
6 15 (10.00%) C++ Software Engineer
7 14 (9.33%) Full Stack Developer
7 14 (9.33%) Python Software Engineer
8 9 (6.00%) Architect
8 9 (6.00%) Linux Administrator
8 9 (6.00%) Linux Scripter
8 9 (6.00%) Linux Systems Administrator
8 9 (6.00%) Machine Learning Engineer
8 9 (6.00%) Perl Scripter
8 9 (6.00%) QA Engineer
8 9 (6.00%) Systems Administrator
9 8 (5.33%) Artificial Intelligence Architect
9 8 (5.33%) Senior Software Engineer
10 6 (4.00%) DBA
Libraries, Frameworks & Software Standards
1 35 (23.33%) AngularJS
2 32 (21.33%) React
3 31 (20.67%) RESTful
4 19 (12.67%) CSS
4 19 (12.67%) HTML
5 18 (12.00%) TensorFlow
6 17 (11.33%) CakePHP
6 17 (11.33%) Laravel
6 17 (11.33%) Symfony
7 14 (9.33%) Ruby on Rails
8 13 (8.67%) Elastic Stack
8 13 (8.67%) jQuery
8 13 (8.67%) Vue.js
9 10 (6.67%) STL
10 9 (6.00%) CNTK
10 9 (6.00%) MXNet
10 9 (6.00%) Natural Language Processing
11 8 (5.33%) HTML5
12 3 (2.00%) CSS3
12 3 (2.00%) LAMP
Miscellaneous
1 16 (10.67%) Greenfield Project
2 13 (8.67%) Computer Science
3 9 (6.00%) Algorithms
3 9 (6.00%) Data Structures
4 6 (4.00%) Analytical Skills
4 6 (4.00%) Replication
5 2 (1.33%) Fintech
5 2 (1.33%) Life Science
5 2 (1.33%) Self-Motivation
6 1 (0.67%) Cyberattack
6 1 (0.67%) Linux Command Line
Operating Systems
1 99 (66.00%) Linux
2 11 (7.33%) Red Hat Enterprise Linux
3 8 (5.33%) CentOS
3 8 (5.33%) Ubuntu
4 3 (2.00%) Windows
5 2 (1.33%) Unix
6 1 (0.67%) Amazon Linux
Processes & Methodologies
1 52 (34.67%) Agile Software Development
2 44 (29.33%) Software Engineering
3 40 (26.67%) OO
4 37 (24.67%) DevOps
5 35 (23.33%) Open Source
6 31 (20.67%) Mentoring
7 26 (17.33%) Cybersecurity
8 23 (15.33%) OOP
9 20 (13.33%) Microservices
10 18 (12.00%) Multithreading
11 17 (11.33%) MVC
11 17 (11.33%) OO PHP
11 17 (11.33%) Web Development
12 16 (10.67%) Infrastructure Engineering
12 16 (10.67%) Unit Testing
13 15 (10.00%) Continuous Integration
13 15 (10.00%) SDLC
14 14 (9.33%) Innovative Thinking
15 13 (8.67%) Multithreaded Programming
15 13 (8.67%) Root Cause Analysis
Programming Languages
1 57 (38.00%) Ruby
2 54 (36.00%) Java
3 50 (33.33%) C++
4 49 (32.67%) Bash Shell
5 48 (32.00%) JavaScript
6 37 (24.67%) SQL
7 35 (23.33%) PHP
8 30 (20.00%) C
9 24 (16.00%) C#
10 16 (10.67%) Perl
11 4 (2.67%) Go
11 4 (2.67%) Shell Script
12 2 (1.33%) Java 8
12 2 (1.33%) MATLAB
12 2 (1.33%) PowerShell
12 2 (1.33%) TypeScript
Qualifications
1 11 (7.33%) PhD
2 5 (3.33%) Degree
3 4 (2.67%) Computer Science Degree
4 1 (0.67%) DV Cleared
4 1 (0.67%) SC Cleared
4 1 (0.67%) Security Cleared
Quality Assurance & Compliance
1 9 (6.00%) QA
System Software
1 27 (18.00%) Docker
2 1 (0.67%) Active Directory
2 1 (0.67%) Postfix
Systems Management
1 29 (19.33%) Opscode Chef
2 28 (18.67%) Puppet
3 15 (10.00%) Ansible
4 13 (8.67%) Kibana
4 13 (8.67%) Kubernetes
4 13 (8.67%) logstash
5 6 (4.00%) HAProxy
5 6 (4.00%) Nagios
6 3 (2.00%) Terraform
7 2 (1.33%) StatsD
8 1 (0.67%) Observium
8 1 (0.67%) Packer
8 1 (0.67%) Perfmon
8 1 (0.67%) Salt
Vendors
1 8 (5.33%) New Relic
2 5 (3.33%) Red Hat
3 1 (0.67%) Atlassian