Period
to 21 June 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for boto skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited boto over the 6 months to 21 June 2018 with a comparison to the same period in the previous 2 years.

AWS SDK for Python (Boto)
England > London
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 815 815 877
Rank change year-on-year 0 +62 +23
Permanent jobs citing boto 12 9 4
As % of all permanent IT jobs advertised in London 0.017% 0.013% 0.005%
As % of the Libraries, Frameworks & Software Standards category 0.043% 0.032% 0.012%
Number of salaries quoted 8 9 4
London median annual salary £82,500 £77,500 £58,000
Median salary % change year-on-year +6.45% +33.62% +22.11%
10th Percentile £57,750 £71,250 £44,000
90th Percentile £90,000 £101,250 £72,500
England median annual salary £70,000 £77,500 £45,000
% change year-on-year -9.68% +72.22% -5.26%

boto is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 28,163 28,392 33,150
As % of all permanent IT jobs advertised in London 40.55% 40.51% 40.33%
Number of salaries quoted 23,090 23,977 29,090
London median annual salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.17% +9.09% -
10th Percentile £37,500 £36,250 £35,000
90th Percentile £92,500 £87,500 £85,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

boto
Job Vacancy Trend in London

Job postings citing boto as a percentage of all IT jobs advertised in London.

Job vacancy trend for boto in London

boto
Salary Trend in London

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

Salary trend for boto in London

boto
Salary Histogram in London

The salary distribution of IT jobs citing boto in London over the 6 months to 21 June 2018.

Salary histogram for boto in London

boto
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing boto within the London region over the 6 months to 21 June 2018. 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
Central London - 2 £62,500 -
boto
England

For the 6 months to 21 June 2018, IT jobs citing boto 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 London region with a requirement for boto.

1 12 (100.00%) Python
1 12 (100.00%) Amazon AWS
1 12 (100.00%) Puppet
2 9 (75.00%) Linux
3 8 (66.67%) Java
3 8 (66.67%) Microsoft
3 8 (66.67%) Microsoft Azure
3 8 (66.67%) VMware
3 8 (66.67%) Opscode Chef
3 8 (66.67%) Ansible
3 8 (66.67%) DevOps
3 8 (66.67%) Bash Shell
4 6 (50.00%) IaaS
4 6 (50.00%) RabbitMQ
4 6 (50.00%) OpenStack
4 6 (50.00%) Google
4 6 (50.00%) Xen
4 6 (50.00%) Degree
4 6 (50.00%) AMQP
4 6 (50.00%) PostgreSQL
4 6 (50.00%) Agile Software Development
4 6 (50.00%) Unix
4 6 (50.00%) TCP/IP
4 6 (50.00%) Linode
4 6 (50.00%) Fintech
4 6 (50.00%) Terraform
4 6 (50.00%) Virtual Team
4 6 (50.00%) Salt
4 6 (50.00%) Google Cloud Platform
4 6 (50.00%) DigitalOcean

boto
Co-occurring IT Skills in London 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 6 (50.00%) OpenStack
2 3 (25.00%) Apache
2 3 (25.00%) Elasticsearch
3 2 (16.67%) Apache Solr
3 2 (16.67%) JBoss
3 2 (16.67%) Tomcat
Cloud Services
1 12 (100.00%) Amazon AWS
2 8 (66.67%) Microsoft Azure
3 6 (50.00%) AWS CloudFormation
3 6 (50.00%) DigitalOcean
3 6 (50.00%) Google Cloud Platform
3 6 (50.00%) IaaS
3 6 (50.00%) Linode
4 2 (16.67%) SaaS
Communications & Networking
1 6 (50.00%) AMQP
1 6 (50.00%) TCP/IP
2 3 (25.00%) HTTP
Database & Business Intelligence
1 6 (50.00%) PostgreSQL
2 5 (41.67%) Relational Database
3 2 (16.67%) Hadoop
3 2 (16.67%) MySQL
3 2 (16.67%) RDBMS
3 2 (16.67%) SQL Server
4 1 (8.33%) MongoDB
4 1 (8.33%) NoSQL
Development Applications
1 3 (25.00%) Jenkins
1 3 (25.00%) Selenium
2 2 (16.67%) CA Release Automation
2 2 (16.67%) Git (software)
2 2 (16.67%) gulp
2 2 (16.67%) JIRA
2 2 (16.67%) JUnit
General
1 5 (41.67%) Finance
1 5 (41.67%) Marketing
2 2 (16.67%) Law
3 1 (8.33%) Back Office
Job Titles
1 7 (58.33%) DevOps Engineer
2 3 (25.00%) AWS Engineer
2 3 (25.00%) Linux Engineer
3 2 (16.67%) Cloud Engineer
3 2 (16.67%) Operations Engineer
4 1 (8.33%) DevOps Engineer - Fintech
4 1 (8.33%) Head of DevOps
4 1 (8.33%) Senior Linux Engineer
4 1 (8.33%) Senior Operations Engineer
Libraries, Frameworks & Software Standards
1 6 (50.00%) RabbitMQ
2 4 (33.33%) Web Services
3 2 (16.67%) AngularJS
3 2 (16.67%) LDAP
3 2 (16.67%) Node.js
4 1 (8.33%) Elastic Stack
4 1 (8.33%) LAMP
4 1 (8.33%) LAPP Stack
4 1 (8.33%) Lucene
4 1 (8.33%) Spring
4 1 (8.33%) Spring Boot
Miscellaneous
1 6 (50.00%) Fintech
1 6 (50.00%) Virtual Team
2 4 (33.33%) Analytical Skills
3 2 (16.67%) Public Cloud
Operating Systems
1 9 (75.00%) Linux
2 6 (50.00%) Unix
3 3 (25.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 8 (66.67%) DevOps
2 6 (50.00%) Agile Software Development
3 5 (41.67%) Continuous Integration
3 5 (41.67%) Deployment Automation
3 5 (41.67%) Test Automation
4 3 (25.00%) Migration
4 3 (25.00%) Scrum
5 2 (16.67%) Infrastructure Monitoring
5 2 (16.67%) Problem-Solving
5 2 (16.67%) SDLC
5 2 (16.67%) Software Delivery
5 2 (16.67%) TDD
5 2 (16.67%) Workload Management
6 1 (8.33%) Business Intelligence
Programming Languages
1 12 (100.00%) Python
2 8 (66.67%) Bash Shell
2 8 (66.67%) Java
3 4 (33.33%) Perl
4 2 (16.67%) JavaScript
4 2 (16.67%) PowerShell
4 2 (16.67%) Ruby
4 2 (16.67%) SQL
Qualifications
1 6 (50.00%) Degree
System Software
1 6 (50.00%) Xen
2 3 (25.00%) VMware Workstation
3 2 (16.67%) VMware Infrastructure
Systems Management
1 12 (100.00%) Puppet
2 8 (66.67%) Ansible
2 8 (66.67%) Opscode Chef
3 6 (50.00%) Salt
3 6 (50.00%) Terraform
4 3 (25.00%) Nagios
5 2 (16.67%) logstash
5 2 (16.67%) Rundeck
5 2 (16.67%) Single Sign-On
6 1 (8.33%) Grafana
6 1 (8.33%) Graphite
Vendors
1 8 (66.67%) Microsoft
1 8 (66.67%) VMware
2 6 (50.00%) Google
3 3 (25.00%) Red Hat
4 2 (16.67%) Ab Initio
4 2 (16.67%) Oracle