Period
to 10 December 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 10 December 2018 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Basingstoke
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 29 25 39
Rank change year-on-year -4 +14 -23
Permanent jobs citing Python 135 95 73
As % of all permanent IT jobs advertised in Basingstoke 8.29% 8.33% 7.16%
As % of the Programming Languages category 15.86% 15.08% 11.42%
Number of salaries quoted 109 95 72
Basingstoke median annual salary £44,000 £52,500 £40,000
Median salary % change year-on-year -16.19% +31.25% -23.81%
10th Percentile £30,750 £27,500 £26,250
90th Percentile £60,500 £70,250 £66,750
Hampshire median annual salary £45,000 £45,000 £45,000

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 851 630 639
As % of all permanent IT jobs advertised in Basingstoke 52.27% 55.26% 62.65%
Number of salaries quoted 688 600 602
Basingstoke median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -11.11%
10th Percentile £30,000 £32,500 £26,250
90th Percentile £72,500 £70,250 £58,750
Hampshire median annual salary £45,000 £42,203 £40,000
% change year-on-year +6.63% +5.51% -5.88%

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 10 December 2018.

Salary histogram for Python in Basingstoke

For the 6 months to 10 December 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 (73.33%) Linux
2 62 (45.93%) Elasticsearch
3 61 (45.19%) SQL
4 53 (39.26%) NoSQL
5 51 (37.78%) MySQL
5 51 (37.78%) Software Engineering
6 49 (36.30%) RESTful
7 43 (31.85%) C++
8 40 (29.63%) Open Source
9 39 (28.89%) Microservices
10 36 (26.67%) Agile Software Development
11 29 (21.48%) C#
12 28 (20.74%) Java
12 28 (20.74%) Bash Shell
13 26 (19.26%) Vue.js
13 26 (19.26%) Cybersecurity
13 26 (19.26%) AngularJS
14 25 (18.52%) Elastic Stack
14 25 (18.52%) logstash
14 25 (18.52%) Kibana
15 24 (17.78%) Ruby
16 23 (17.04%) DevOps
17 21 (15.56%) Redis
17 21 (15.56%) JavaScript
18 19 (14.07%) HTML
18 19 (14.07%) Amazon AWS
18 19 (14.07%) Multithreading
18 19 (14.07%) Git (software)
19 18 (13.33%) Perl
19 18 (13.33%) 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 62 (45.93%) Elasticsearch
2 11 (8.15%) Apache
3 10 (7.41%) Apache Spark
3 10 (7.41%) Jupyter
4 2 (1.48%) Tomcat
5 1 (0.74%) Traffic Server
5 1 (0.74%) WordPress
Cloud Services
1 19 (14.07%) Amazon AWS
2 14 (10.37%) Amazon CloudWatch
3 4 (2.96%) AWS CloudFormation
3 4 (2.96%) AWS CodePipeline
4 1 (0.74%) Amazon S3
4 1 (0.74%) Amazon SQS
4 1 (0.74%) AWS Fargate
4 1 (0.74%) AWS Lambda
4 1 (0.74%) GitHub
4 1 (0.74%) Microsoft Azure
4 1 (0.74%) Serverless
Communications & Networking
1 10 (7.41%) RTP
2 4 (2.96%) DAB
3 1 (0.74%) LAN
Database & Business Intelligence
1 53 (39.26%) NoSQL
2 51 (37.78%) MySQL
3 21 (15.56%) Redis
4 17 (12.59%) Couchbase
5 16 (11.85%) Apache Cassandra
5 16 (11.85%) MongoDB
6 14 (10.37%) MariaDB
7 10 (7.41%) Hadoop
8 6 (4.44%) Relational Database
8 6 (4.44%) SQL Server
9 3 (2.22%) PostgreSQL
10 2 (1.48%) RethinkDB
11 1 (0.74%) Neo4j
Development Applications
1 19 (14.07%) Git (software)
2 10 (7.41%) Jenkins
3 6 (4.44%) JIRA
4 2 (1.48%) Maven
4 2 (1.48%) Subversion
5 1 (0.74%) Cucumber
5 1 (0.74%) GitLab
General
1 12 (8.89%) Games
2 2 (1.48%) Manufacturing
2 2 (1.48%) Marketing
3 1 (0.74%) Finance
Job Titles
1 53 (39.26%) Software Engineer
2 32 (23.70%) Developer
3 29 (21.48%) Python Engineer
4 27 (20.00%) Python Software Engineer
5 17 (12.59%) Administrator
5 17 (12.59%) C++ Software Engineer
6 14 (10.37%) DBA
7 11 (8.15%) Angular Developer
7 11 (8.15%) DevOps Engineer
8 10 (7.41%) Architect
8 10 (7.41%) QA Engineer
9 9 (6.67%) Front End Developer (Client-Side Developer)
9 9 (6.67%) Senior Software Engineer
9 9 (6.67%) Software Developer
10 8 (5.93%) Artificial Intelligence Architect
10 8 (5.93%) Graduate
11 7 (5.19%) Full Stack Developer
12 6 (4.44%) .NET Software Developer
12 6 (4.44%) Cybersecurity Engineer
12 6 (4.44%) Security Engineer
Libraries, Frameworks & Software Standards
1 49 (36.30%) RESTful
2 26 (19.26%) AngularJS
2 26 (19.26%) Vue.js
3 25 (18.52%) Elastic Stack
4 19 (14.07%) HTML
5 18 (13.33%) CSS
6 11 (8.15%) .NET
7 10 (7.41%) Natural Language Processing
7 10 (7.41%) STL
7 10 (7.41%) TensorFlow
8 9 (6.67%) CSS3
8 9 (6.67%) HTML5
8 9 (6.67%) React
9 8 (5.93%) Spring
10 7 (5.19%) Ruby on Rails
11 6 (4.44%) .NET Core
11 6 (4.44%) .NET Framework
11 6 (4.44%) Django
11 6 (4.44%) jQuery
12 2 (1.48%) gRPC
Miscellaneous
1 16 (11.85%) Greenfield Project
2 14 (10.37%) Replication
3 8 (5.93%) Analytical Skills
4 2 (1.48%) Enterprise Software
4 2 (1.48%) Life Science
5 1 (0.74%) Cyberattack
Operating Systems
1 99 (73.33%) Linux
2 9 (6.67%) Windows
3 7 (5.19%) CentOS
3 7 (5.19%) Ubuntu
4 4 (2.96%) Red Hat Enterprise Linux
5 2 (1.48%) Mac OS X
Processes & Methodologies
1 51 (37.78%) Software Engineering
2 40 (29.63%) Open Source
3 39 (28.89%) Microservices
4 36 (26.67%) Agile Software Development
5 26 (19.26%) Cybersecurity
6 23 (17.04%) DevOps
7 19 (14.07%) Multithreading
8 16 (11.85%) OO
9 15 (11.11%) Continuous Integration
9 15 (11.11%) SDLC
10 14 (10.37%) Multithreaded Programming
10 14 (10.37%) Root Cause Analysis
11 10 (7.41%) EAI
11 10 (7.41%) Enterprise Search
11 10 (7.41%) SOA
11 10 (7.41%) Software Testing
11 10 (7.41%) TOGAF
12 9 (6.67%) Artificial Intelligence
12 9 (6.67%) Front End Development
12 9 (6.67%) Innovative Thinking
Programming Languages
1 61 (45.19%) SQL
2 43 (31.85%) C++
3 29 (21.48%) C#
4 28 (20.74%) Bash Shell
4 28 (20.74%) Java
5 24 (17.78%) Ruby
6 21 (15.56%) JavaScript
7 18 (13.33%) Perl
8 15 (11.11%) C
9 7 (5.19%) PHP
10 4 (2.96%) Go
11 3 (2.22%) Shell Script
12 2 (1.48%) Java 8
12 2 (1.48%) TypeScript
13 1 (0.74%) VB
Qualifications
1 10 (7.41%) Degree
2 4 (2.96%) Computer Science Degree
3 2 (1.48%) DV Cleared
3 2 (1.48%) Security Cleared
4 1 (0.74%) SC Cleared
Quality Assurance & Compliance
1 10 (7.41%) QA
System Software
1 8 (5.93%) Docker
2 1 (0.74%) Postfix
Systems Management
1 25 (18.52%) Kibana
1 25 (18.52%) logstash
2 15 (11.11%) Opscode Chef
3 14 (10.37%) HAProxy
4 7 (5.19%) Puppet
4 7 (5.19%) Terraform
5 1 (0.74%) Ansible
Vendors
1 14 (10.37%) New Relic
2 5 (3.70%) Red Hat
3 2 (1.48%) Microsoft
4 1 (0.74%) Cisco
4 1 (0.74%) Juniper