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PhOWORk Kurt Theyel 3rd Experienced Data Engineer and … 11h Edited Follow Just saw this requirement in a Lead Data Engineer job posting "Required: 12 years of experience with Snowflake, dbt, Airflow, and Python." Herein lies the problem with this requirement: Snowflake public launch date October 2014 (9.25 years ago) Airflow public launch date June 2015 (8.5 years ago) dbt public launch date March 2016 (7.75 years ago) 1 wish I could say this is an anomaly; however, I have seen countless job postings requiring 10 or more years of experience in these technologies. The only people who might be qualified for these jobs are the creators of the technologies themselves. hmm dataengineering