Period
to 21 September 2017

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 21 September 2017 with a comparison to the same period in the previous 2 years.

AWS SDK for Python (Boto)
UK
6 months to
21 Sep 2017
Same period 2016 Same period 2015
Rank 1160 1227 1298
Rank change year-on-year +67 +71 +18
Permanent jobs citing boto 9 25 27
As % of all permanent IT jobs advertised in the UK 0.005% 0.013% 0.012%
As % of the Libraries, Frameworks & Software Standards category 0.013% 0.033% 0.032%
Number of salaries quoted 9 25 21
UK median annual salary £40,000 £65,000 £47,500
Median salary % change year-on-year -38.46% +36.84% -20.83%
10th Percentile £27,500 £44,000 £37,500
90th Percentile £101,250 £77,500 £52,500
UK excluding London median annual salary £40,000 £40,000 -

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 70934 75637 83268
As % of all permanent IT jobs advertised in the UK 40.20% 38.88% 37.95%
Number of salaries quoted 58724 65649 71404
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £29,000 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 21 September 2017.

Salary histogram for boto in the UK

boto
Top 4 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 21 September 2017. 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 +41 9 £40,000 -38.46%
South East +72 6 £40,000 -
UK excluding London +56 6 £40,000 -
London -7 3 £92,500 +32.14%

For the 6 months to 21 September 2017, IT jobs citing boto also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for boto.

1 9 (100.00%) Linux
1 9 (100.00%) Python
1 9 (100.00%) Ruby
1 9 (100.00%) DevOps
2 8 (88.89%) Continuous Integration
2 8 (88.89%) PHP
3 7 (77.78%) Open Source
4 6 (66.67%) MongoDB
4 6 (66.67%) Node.js
4 6 (66.67%) High Availability
4 6 (66.67%) CSS3
4 6 (66.67%) Web Development
4 6 (66.67%) Docker
4 6 (66.67%) Analytics
4 6 (66.67%) HTML5
4 6 (66.67%) Memcached
4 6 (66.67%) AngularJS
4 6 (66.67%) MySQL
4 6 (66.67%) CSS
4 6 (66.67%) Web Services
4 6 (66.67%) HTML
4 6 (66.67%) JavaScript
4 6 (66.67%) TDD
4 6 (66.67%) Ruby on Rails
4 6 (66.67%) Analytical Skills
5 5 (55.56%) Data Analytics
6 3 (33.33%) Puppet
6 3 (33.33%) Jenkins
6 3 (33.33%) Amazon AWS
6 3 (33.33%) Finance

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 1 (11.11%) Apache
1 1 (11.11%) nginx
1 1 (11.11%) OpenStack
Cloud Services
1 3 (33.33%) Amazon AWS
1 3 (33.33%) AWS CloudFormation
2 2 (22.22%) Virtual Private Cloud
3 1 (11.11%) DigitalOcean
3 1 (11.11%) Google Cloud Platform
3 1 (11.11%) IaaS
3 1 (11.11%) Linode
3 1 (11.11%) Microsoft Azure
Communications & Networking
1 1 (11.11%) TCP/IP
Database & Business Intelligence
1 6 (66.67%) MongoDB
1 6 (66.67%) MySQL
Development Applications
1 3 (33.33%) Jenkins
General
1 3 (33.33%) Finance
Job Titles
1 6 (66.67%) Developer
1 6 (66.67%) Python Developer
2 2 (22.22%) Consultant
2 2 (22.22%) DevOps Consultant
2 2 (22.22%) Junior
2 2 (22.22%) Junior Developer
2 2 (22.22%) Junior Python Developer
2 2 (22.22%) Managing Consultant
2 2 (22.22%) Security Consultant
2 2 (22.22%) Trainee
2 2 (22.22%) Trainee Developer
3 1 (11.11%) DevOps Engineer
3 1 (11.11%) Programmer
3 1 (11.11%) Python Programmer
Libraries, Frameworks & Software Standards
1 6 (66.67%) AngularJS
1 6 (66.67%) CSS
1 6 (66.67%) CSS3
1 6 (66.67%) HTML
1 6 (66.67%) HTML5
1 6 (66.67%) Memcached
1 6 (66.67%) Node.js
1 6 (66.67%) Ruby on Rails
1 6 (66.67%) Web Services
2 1 (11.11%) LAMP
2 1 (11.11%) LEMP Stack
2 1 (11.11%) Symfony
Miscellaneous
1 6 (66.67%) Analytical Skills
2 1 (11.11%) Computer Science
2 1 (11.11%) Fintech
2 1 (11.11%) Virtual Team
Operating Systems
1 9 (100.00%) Linux
2 1 (11.11%) Unix
Processes & Methodologies
1 9 (100.00%) DevOps
2 8 (88.89%) Continuous Integration
3 7 (77.78%) Open Source
4 6 (66.67%) Analytics
4 6 (66.67%) High Availability
4 6 (66.67%) TDD
4 6 (66.67%) Web Development
5 5 (55.56%) Data Analytics
6 2 (22.22%) Agile Software Development
6 2 (22.22%) Change Control
6 2 (22.22%) Configuration Management
6 2 (22.22%) Cybersecurity
6 2 (22.22%) Information Security
6 2 (22.22%) SDLC
6 2 (22.22%) Secure Coding
6 2 (22.22%) Security Architecture
6 2 (22.22%) Security Management
6 2 (22.22%) Security Operations
6 2 (22.22%) Target Operating Model
7 1 (11.11%) Mathematics
Programming Languages
1 9 (100.00%) Python
1 9 (100.00%) Ruby
2 8 (88.89%) PHP
3 6 (66.67%) JavaScript
4 3 (33.33%) Perl
5 1 (11.11%) Bash Shell
5 1 (11.11%) C
Qualifications
1 2 (22.22%) CISA
1 2 (22.22%) CISM
1 2 (22.22%) CISSP
1 2 (22.22%) GSLC
Quality Assurance & Compliance
1 2 (22.22%) COBIT
1 2 (22.22%) HMG Security Policy Framework
1 2 (22.22%) ISO/IEC 27001
1 2 (22.22%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
1 2 (22.22%) PCI DSS
System Software
1 6 (66.67%) Docker
Systems Management
1 3 (33.33%) Ansible
1 3 (33.33%) Puppet
2 1 (11.11%) Opscode Chef
2 1 (11.11%) Salt
2 1 (11.11%) Terraform
Vendors
1 1 (11.11%) Google
1 1 (11.11%) Microsoft