Period
to 20 June 2018

The following table provides summary statistics for permanent job vacancies 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 20 June 2018 with a comparison to the same period in the previous 2 years.

AWS SDK for Python (Boto)
UK
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 1164 1168 1269
Rank change year-on-year +4 +101 +32
Permanent jobs citing boto 19 17 8
As % of all permanent IT jobs advertised in the UK 0.011% 0.010% 0.004%
As % of the Libraries, Frameworks & Software Standards category 0.027% 0.024% 0.010%
Number of salaries quoted 12 17 8
UK median annual salary £70,000 £77,500 £45,000
Median salary % change year-on-year -9.68% +72.22% -5.26%
10th Percentile £53,750 £27,500 £37,500
90th Percentile £90,000 £101,250 £72,500
UK excluding London median annual salary £61,250 £40,000 £40,000
% change year-on-year +53.13% - -

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 with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 70,442 70,131 78,182
As % of all permanent IT jobs advertised in the UK 40.87% 40.69% 38.89%
Number of salaries quoted 58,886 59,363 67,566
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £28,750 £28,500
90th Percentile £80,000 £76,250 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

boto
Job Vacancy Trend

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

Job vacancy trend for boto in the UK

boto
Salary Trend

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

Salary trend for boto in the UK

boto
Salary Histogram

The salary distribution of IT jobs citing boto over the 6 months to 20 June 2018.

Salary histogram for boto in the UK

boto
Top 7 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing boto within the UK over the 6 months to 20 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
England -7 19 £70,000 -9.68% 1
London -9 12 £82,500 +6.45%
UK excluding London -9 7 £61,250 +53.13% 1
East of England - 4 £61,250 -
East Midlands - 3 - - 1
Midlands - 3 - - 1
Northern Ireland - 1 - -

For the 6 months to 20 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 with a requirement for boto.

1 19 (100.00%) Python
1 19 (100.00%) Amazon AWS
2 15 (78.95%) DevOps
2 15 (78.95%) Java
2 15 (78.95%) Bash Shell
2 15 (78.95%) Puppet
3 13 (68.42%) Agile Software Development
3 13 (68.42%) Linux
4 11 (57.89%) VMware
4 11 (57.89%) Microsoft Azure
4 11 (57.89%) Ansible
4 11 (57.89%) Opscode Chef
5 10 (52.63%) Google Cloud Platform
5 10 (52.63%) Google
6 9 (47.37%) Continuous Integration
6 9 (47.37%) Microsoft
6 9 (47.37%) Public Cloud
7 8 (42.11%) Deployment Automation
7 8 (42.11%) Finance
7 8 (42.11%) Web Services
7 8 (42.11%) Marketing
7 8 (42.11%) Degree
8 7 (36.84%) HTTP
9 6 (31.58%) TCP/IP
9 6 (31.58%) Unix
9 6 (31.58%) PostgreSQL
9 6 (31.58%) Xen
9 6 (31.58%) AMQP
9 6 (31.58%) Test Automation
9 6 (31.58%) Virtual Team

boto
Co-occurring IT Skills 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 (31.58%) OpenStack
2 4 (21.05%) Apache
2 4 (21.05%) Elasticsearch
3 3 (15.79%) Apache Solr
3 3 (15.79%) JBoss
3 3 (15.79%) Tomcat
Cloud Services
1 19 (100.00%) Amazon AWS
2 11 (57.89%) Microsoft Azure
3 10 (52.63%) Google Cloud Platform
4 6 (31.58%) AWS CloudFormation
4 6 (31.58%) DigitalOcean
4 6 (31.58%) IaaS
4 6 (31.58%) Linode
5 5 (26.32%) SaaS
Communications & Networking
1 7 (36.84%) HTTP
2 6 (31.58%) AMQP
2 6 (31.58%) TCP/IP
3 4 (21.05%) DNS
3 4 (21.05%) Internet
3 4 (21.05%) Network Security
Database & Business Intelligence
1 6 (31.58%) PostgreSQL
1 6 (31.58%) Relational Database
2 5 (26.32%) MySQL
2 5 (26.32%) SQL Server
3 3 (15.79%) Hadoop
3 3 (15.79%) RDBMS
4 1 (5.26%) MongoDB
4 1 (5.26%) NoSQL
Development Applications
1 6 (31.58%) Jenkins
2 4 (21.05%) Selenium
3 3 (15.79%) CA Release Automation
3 3 (15.79%) Git (software)
3 3 (15.79%) gulp
3 3 (15.79%) JIRA
3 3 (15.79%) JUnit
General
1 8 (42.11%) Finance
1 8 (42.11%) Marketing
2 4 (21.05%) Retail
3 3 (15.79%) Law
4 1 (5.26%) Back Office
Job Titles
1 10 (52.63%) DevOps Engineer
2 6 (31.58%) Cloud Engineer
3 3 (15.79%) AWS Engineer
3 3 (15.79%) Linux Engineer
4 2 (10.53%) Operations Engineer
5 1 (5.26%) DevOps Engineer - Fintech
5 1 (5.26%) Head of DevOps
5 1 (5.26%) Senior Linux Engineer
5 1 (5.26%) Senior Operations Engineer
Libraries, Frameworks & Software Standards
1 8 (42.11%) Web Services
2 6 (31.58%) RabbitMQ
3 5 (26.32%) Node.js
4 4 (21.05%) Django
5 3 (15.79%) AngularJS
6 2 (10.53%) LDAP
7 1 (5.26%) Elastic Stack
7 1 (5.26%) LAMP
7 1 (5.26%) LAPP Stack
7 1 (5.26%) Lucene
7 1 (5.26%) Spring
7 1 (5.26%) Spring Boot
Miscellaneous
1 9 (47.37%) Public Cloud
2 6 (31.58%) Analytical Skills
2 6 (31.58%) Fintech
2 6 (31.58%) Virtual Team
3 2 (10.53%) Computer Science
3 2 (10.53%) Enterprise Software
3 2 (10.53%) Self-Motivation
4 1 (5.26%) User Experience
Operating Systems
1 13 (68.42%) Linux
2 6 (31.58%) Unix
3 3 (15.79%) Red Hat Enterprise Linux
Processes & Methodologies
1 15 (78.95%) DevOps
2 13 (68.42%) Agile Software Development
3 9 (47.37%) Continuous Integration
4 8 (42.11%) Deployment Automation
5 6 (31.58%) Test Automation
6 5 (26.32%) SDLC
6 5 (26.32%) Software Delivery
7 4 (21.05%) Disaster Recovery
7 4 (21.05%) Infrastructure Monitoring
7 4 (21.05%) Load Balancing
7 4 (21.05%) MVC
7 4 (21.05%) Problem-Solving
7 4 (21.05%) Scrum
7 4 (21.05%) Web Application Development
8 3 (15.79%) Migration
8 3 (15.79%) TDD
8 3 (15.79%) Workload Management
9 2 (10.53%) Time Management
10 1 (5.26%) Business Intelligence
Programming Languages
1 19 (100.00%) Python
2 15 (78.95%) Bash Shell
2 15 (78.95%) Java
3 5 (26.32%) PowerShell
3 5 (26.32%) Ruby
3 5 (26.32%) SQL
4 4 (21.05%) Perl
5 3 (15.79%) JavaScript
Qualifications
1 8 (42.11%) Degree
System Software
1 6 (31.58%) Xen
2 5 (26.32%) VMware Infrastructure
3 3 (15.79%) VMware Workstation
Systems Management
1 15 (78.95%) Puppet
2 11 (57.89%) Ansible
2 11 (57.89%) Opscode Chef
3 6 (31.58%) Salt
3 6 (31.58%) Terraform
4 5 (26.32%) Nagios
4 5 (26.32%) Rundeck
5 3 (15.79%) logstash
6 2 (10.53%) Single Sign-On
7 1 (5.26%) Grafana
7 1 (5.26%) Graphite
Vendors
1 11 (57.89%) VMware
2 10 (52.63%) Google
3 9 (47.37%) Microsoft
4 5 (26.32%) Oracle
5 3 (15.79%) Ab Initio
5 3 (15.79%) Red Hat