Period
to 24 November 2017

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

Python
Hampshire > Basingstoke
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 23 41 19
Rank change year-on-year +18 -22 +46
Permanent jobs citing Python 99 69 83
As % of all permanent IT jobs advertised in Basingstoke 8.67% 6.67% 9.73%
As % of the Programming Languages category 15.87% 10.60% 18.04%
Number of salaries quoted 101 68 120
Basingstoke median annual salary £55,000 £40,000 £50,000
Median salary % change year-on-year +37.50% -20.00% +11.11%
10th Percentile £27,500 £26,250 £37,500
90th Percentile £72,500 £67,500 £62,500
Hampshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

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 624 651 460
As % of all permanent IT jobs advertised in Basingstoke 54.64% 62.96% 53.93%
Number of salaries quoted 591 615 403
Basingstoke median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £32,500 £26,250 £28,000
90th Percentile £70,250 £58,750 £60,750
Hampshire median annual salary £42,500 £40,000 £42,500
% change year-on-year +6.25% -5.88% +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 24 November 2017.

Salary histogram for Python in Basingstoke

For the 6 months to 24 November 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 Basingstoke region with a requirement for Python.

1 74 (74.75%) C#
2 63 (63.64%) Linux
2 63 (63.64%) Ruby
3 60 (60.61%) Java
4 59 (59.60%) Opscode Chef
5 58 (58.59%) Agile Software Development
6 54 (54.55%) Windows
7 49 (49.49%) Bash Shell
8 47 (47.47%) Amazon AWS
8 47 (47.47%) SaaS
8 47 (47.47%) Docker
9 44 (44.44%) Continuous Delivery
10 37 (37.37%) Terraform
10 37 (37.37%) C++
11 33 (33.33%) Puppet
12 32 (32.32%) JavaScript
13 30 (30.30%) PowerShell
13 30 (30.30%) DevOps
14 29 (29.29%) Elasticsearch
14 29 (29.29%) Jenkins
15 26 (26.26%) New Relic
16 25 (25.25%) Grafana
16 25 (25.25%) Packer
16 25 (25.25%) SQL
17 23 (23.23%) Telecoms
17 23 (23.23%) Finance
18 22 (22.22%) Manufacturing
18 22 (22.22%) Electronics
18 22 (22.22%) SAP
18 22 (22.22%) Business Intelligence

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 29 (29.29%) Elasticsearch
2 17 (17.17%) Apache Spark
3 1 (1.01%) CMS
3 1 (1.01%) OpenStack
Cloud Services
1 47 (47.47%) Amazon AWS
1 47 (47.47%) SaaS
2 16 (16.16%) Amazon CloudWatch
3 1 (1.01%) GitHub
3 1 (1.01%) Microsoft Azure
Communications & Networking
1 16 (16.16%) BGP
1 16 (16.16%) OSPF
1 16 (16.16%) WAN
2 15 (15.15%) Firewall
3 13 (13.13%) DNS
4 12 (12.12%) DHCP
4 12 (12.12%) HTTP
4 12 (12.12%) IPsec
4 12 (12.12%) MPLS
4 12 (12.12%) RIP
4 12 (12.12%) SSL
4 12 (12.12%) VPLS
5 4 (4.04%) LAN
6 1 (1.01%) Cisco Nexus
Database & Business Intelligence
1 18 (18.18%) MySQL
2 17 (17.17%) Apache Cassandra
3 12 (12.12%) NoSQL
4 3 (3.03%) SQL Server
5 1 (1.01%) MariaDB
5 1 (1.01%) Relational Database
Development Applications
1 29 (29.29%) Jenkins
2 7 (7.07%) Git (software)
3 2 (2.02%) Mercurial
4 1 (1.01%) Atlassian Bamboo
4 1 (1.01%) Bitbucket
4 1 (1.01%) JIRA
4 1 (1.01%) JUnit
4 1 (1.01%) Sonatype Nexus
4 1 (1.01%) Team Foundation Server
4 1 (1.01%) TeamCity
General
1 23 (23.23%) Finance
1 23 (23.23%) Telecoms
2 22 (22.22%) Electronics
2 22 (22.22%) Manufacturing
2 22 (22.22%) Marketing
3 3 (3.03%) Games
3 3 (3.03%) Retail
4 1 (1.01%) Banking
Job Titles
1 29 (29.29%) DevOps Engineer
2 28 (28.28%) Developer
3 21 (21.21%) Automation Engineer
4 17 (17.17%) Architect
4 17 (17.17%) Software Architect
5 16 (16.16%) Network Engineer
6 13 (13.13%) Junior
6 13 (13.13%) Junior Developer
7 10 (10.10%) Cloud Engineer
7 10 (10.10%) Junior Software Developer
7 10 (10.10%) Lead Software Architect
7 10 (10.10%) Software Developer
8 9 (9.09%) Cloud Automation Engineer
9 6 (6.06%) Cloud Architect
9 6 (6.06%) Ruby Developer
9 6 (6.06%) SaaS Architect
9 6 (6.06%) Senior DevOps
9 6 (6.06%) Senior DevOps Engineer
10 5 (5.05%) C# Developer
10 5 (5.05%) Senior Developer
Libraries, Frameworks & Software Standards
1 18 (18.18%) RabbitMQ
2 15 (15.15%) .NET
3 13 (13.13%) HTML
4 12 (12.12%) ASP.NET Web API
4 12 (12.12%) CSS
4 12 (12.12%) REST
4 12 (12.12%) Ruby on Rails
5 9 (9.09%) ASP.NET
5 9 (9.09%) ASP.NET MVC
6 7 (7.07%) Django
6 7 (7.07%) Elastic Stack
6 7 (7.07%) Flask
7 5 (5.05%) AngularJS
8 4 (4.04%) jQuery
9 3 (3.03%) React
10 1 (1.01%) .NET Core
10 1 (1.01%) HTML5
10 1 (1.01%) JSON
10 1 (1.01%) ModSecurity
10 1 (1.01%) WCF
Miscellaneous
1 15 (15.15%) Computer Science
2 13 (13.13%) Analytical Skills
3 12 (12.12%) Clustering
4 3 (3.03%) Digital Media
4 3 (3.03%) iPad
5 1 (1.01%) Client/Server
5 1 (1.01%) Cyber Attack
5 1 (1.01%) Data Centre
5 1 (1.01%) User Experience
Operating Systems
1 63 (63.64%) Linux
2 54 (54.55%) Windows
3 3 (3.03%) CentOS
4 2 (2.02%) Mac OS X
4 2 (2.02%) Red Hat Enterprise Linux
5 1 (1.01%) Unix
Processes & Methodologies
1 58 (58.59%) Agile Software Development
2 44 (44.44%) Continuous Delivery
3 30 (30.30%) DevOps
4 22 (22.22%) Business Intelligence
4 22 (22.22%) Digital Marketing
4 22 (22.22%) Programme Management
5 20 (20.20%) TDD
6 19 (19.19%) Unit Testing
7 16 (16.16%) Software Engineering
8 14 (14.14%) Continuous Integration
8 14 (14.14%) OO
9 13 (13.13%) High Availability
9 13 (13.13%) MVC
9 13 (13.13%) OOP
9 13 (13.13%) SOLID
10 12 (12.12%) Load Balancing
10 12 (12.12%) Mathematics
10 12 (12.12%) Scrum
10 12 (12.12%) Task Automation
10 12 (12.12%) Technical Architecture
Programming Languages
1 74 (74.75%) C#
2 63 (63.64%) Ruby
3 60 (60.61%) Java
4 49 (49.49%) Bash Shell
5 37 (37.37%) C++
6 32 (32.32%) JavaScript
7 30 (30.30%) PowerShell
8 25 (25.25%) SQL
9 22 (22.22%) Go
10 12 (12.12%) Perl
11 3 (3.03%) Groovy
12 2 (2.02%) Kotlin
13 1 (1.01%) C
13 1 (1.01%) Embedded C
13 1 (1.01%) Embedded C++
13 1 (1.01%) PHP
13 1 (1.01%) R
13 1 (1.01%) TypeScript
Qualifications
1 19 (19.19%) Degree
2 1 (1.01%) CCNA
2 1 (1.01%) Cisco Certification
2 1 (1.01%) Computer Science Degree
Quality Assurance & Compliance
1 12 (12.12%) HIPAA
1 12 (12.12%) ISO/IEC 27001
1 12 (12.12%) PCI DSS
System Software
1 47 (47.47%) Docker
2 3 (3.03%) VMware Infrastructure
3 1 (1.01%) VMware NSX
3 1 (1.01%) vSphere
Systems Management
1 59 (59.60%) Opscode Chef
2 37 (37.37%) Terraform
3 33 (33.33%) Puppet
4 25 (25.25%) Grafana
4 25 (25.25%) Packer
5 17 (17.17%) StatsD
6 16 (16.16%) Kibana
7 7 (7.07%) logstash
8 5 (5.05%) Ansible
9 2 (2.02%) Kubernetes
10 1 (1.01%) Rancher
Vendors
1 26 (26.26%) New Relic
2 22 (22.22%) SAP
3 7 (7.07%) VMware
4 6 (6.06%) Red Hat
5 4 (4.04%) Arista
5 4 (4.04%) Cisco
5 4 (4.04%) Palo Alto
6 1 (1.01%) Google
6 1 (1.01%) Microsoft