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September 20, 2021 15:56
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Save samrocketman/765d46b12870e4eb26f1e7a0ae8ecd65 to your computer and use it in GitHub Desktop.
https://salaries.devops-jobs.net/download/ and https://www.reddit.com/r/devops/comments/prq6yj/a_first_update_on_our_devopscloudsre_salary_survey/
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import groovy.json.JsonSlurper | |
// criteria | |
String title_contains = 'DevOps' // required | |
String salary_currency = 'USD' // or null; example: CAD, CHF, DKK, EUR, GBP, HKD, INR, NZD, PHP, USD | |
String company_location = 'US' // or null; example: AT, BG, CA, CH, CR, DE, DK, ES, FR, GB, IL, IN, IT, LT, NL, NZ, PH, PT, RO, RU, US | |
Boolean display_usd = true // false for native currency | |
List salaries = new JsonSlurper().parse(new File('/home/sam/Downloads/salaries.json')) | |
//stuff | |
salaries.findAll { | |
(!company_location || it.company_location == company_location) && | |
it.job_title.toLowerCase().contains(title_contains.toLowerCase()) && | |
(!salary_currency || it.salary_currency == salary_currency) | |
}*.experience_level.sort().unique().each { experience_level -> | |
double average = 0.0 | |
double max = 0.0 | |
double min = 0.0 | |
int dataset = 0 | |
salaries.findAll { | |
(!company_location || it.company_location == company_location) && | |
it.job_title.toLowerCase().contains(title_contains.toLowerCase()) && | |
(!salary_currency || it.salary_currency == salary_currency) && | |
it.experience_level == experience_level | |
}.with { | |
display_usd ? it*.salary_in_usd : it*.salary | |
}*.toInteger().with { s -> | |
average = s.sum() / s.size() | |
max = s.max() | |
min = s.min() | |
dataset = s.size() | |
} | |
println ("${experience_level}: min ${min}, max ${max}, average ${average} (${dataset} salary entr${(dataset == 1)?'y':'ies'})") | |
} | |
null |
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