Period
to 24 February 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 24 February 2018 with a comparison to the same period in the previous 2 years.

AWS SDK for Python (Boto)
UK
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 1170 1164 1302
Rank change year-on-year -6 +138 +5
Permanent jobs citing boto 2 8 2
As % of all permanent IT jobs advertised in the UK 0.001% 0.005% 0.001%
As % of the Libraries, Frameworks & Software Standards category 0.003% 0.012% 0.002%
Number of salaries quoted 1 8 1
UK median annual salary £57,500 £77,500 £45,000
Median salary % change year-on-year -25.81% +72.22% -28.00%
10th Percentile £53,750 £61,000 £40,000
90th Percentile £61,250 £83,750 £50,000
UK excluding London median annual salary £57,500 - £45,000

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 71,359 69,455 81,372
As % of all permanent IT jobs advertised in the UK 40.74% 39.54% 38.55%
Number of salaries quoted 60,296 59,787 69,786
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,000
90th Percentile £78,750 £76,250 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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
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 24 February 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 0 2 £57,500 -25.81% 4
London -7 1 - - 3
East of England - 1 £57,500 - 1
UK excluding London - 1 £57,500 - 1

For the 6 months to 24 February 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 2 (100.00%) Web Services
1 2 (100.00%) Linux
1 2 (100.00%) Python
1 2 (100.00%) Java
1 2 (100.00%) Continuous Integration
1 2 (100.00%) Amazon AWS
1 2 (100.00%) Bash Shell
1 2 (100.00%) DevOps
2 1 (50.00%) AWS Data Pipeline
2 1 (50.00%) Google Cloud Platform
2 1 (50.00%) GitLab
2 1 (50.00%) Datadog
2 1 (50.00%) Virtual Private Cloud
2 1 (50.00%) Amazon CloudWatch
2 1 (50.00%) AWS Elastic Beanstalk
2 1 (50.00%) Public Cloud
2 1 (50.00%) Dashboard Development
2 1 (50.00%) AWS Lambda
2 1 (50.00%) Linux Command Line
2 1 (50.00%) Serverless
2 1 (50.00%) Amazon Athena
2 1 (50.00%) Web Application Development
2 1 (50.00%) Jenkins
2 1 (50.00%) Amazon EMR
2 1 (50.00%) Relational Database
2 1 (50.00%) New Relic
2 1 (50.00%) Amazon Redshift
2 1 (50.00%) Network Security
2 1 (50.00%) Git (software)
2 1 (50.00%) Amazon EC2

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:

Cloud Services
1 2 (100.00%) Amazon AWS
2 1 (50.00%) Amazon CloudWatch
2 1 (50.00%) Amazon EC2
2 1 (50.00%) Amazon EMR
2 1 (50.00%) Amazon S3
2 1 (50.00%) AWS Data Pipeline
2 1 (50.00%) AWS Elastic Beanstalk
2 1 (50.00%) AWS Lambda
2 1 (50.00%) Datadog
2 1 (50.00%) Google Cloud Platform
2 1 (50.00%) Serverless
2 1 (50.00%) Virtual Private Cloud
Communications & Networking
1 1 (50.00%) DNS
1 1 (50.00%) HTTP
1 1 (50.00%) Internet
1 1 (50.00%) Network Security
Database & Business Intelligence
1 1 (50.00%) Amazon Athena
1 1 (50.00%) Amazon Redshift
1 1 (50.00%) MySQL
1 1 (50.00%) PostgreSQL
1 1 (50.00%) Relational Database
Development Applications
1 1 (50.00%) Git (software)
1 1 (50.00%) GitLab
1 1 (50.00%) Jenkins
General
1 1 (50.00%) Retail
Job Titles
1 1 (50.00%) Cloud Engineer
1 1 (50.00%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 2 (100.00%) Web Services
2 1 (50.00%) Django
Miscellaneous
1 1 (50.00%) Linux Command Line
1 1 (50.00%) Public Cloud
Operating Systems
1 2 (100.00%) Linux
Processes & Methodologies
1 2 (100.00%) Continuous Integration
1 2 (100.00%) DevOps
2 1 (50.00%) Agile Software Development
2 1 (50.00%) Dashboard Development
2 1 (50.00%) Disaster Recovery
2 1 (50.00%) Load Balancing
2 1 (50.00%) MVC
2 1 (50.00%) Performance Testing
2 1 (50.00%) Web Application Development
Programming Languages
1 2 (100.00%) Bash Shell
1 2 (100.00%) Java
1 2 (100.00%) Python
2 1 (50.00%) JavaScript
2 1 (50.00%) SQL
Qualifications
1 1 (50.00%) Degree
Vendors
1 1 (50.00%) Google
1 1 (50.00%) New Relic