Experience in Perl, Python, or another scripting language; command line usage · Track record of diving into data to discover hidden patterns and of conducting error/deviation analysis · High-level knowledge of various machine learning techniques and key parameters that affect their performance · Ability to develop experimental and analytic plans for data modeling processes, use of strong baselines, ability to accurately determine cause and effect relations · Understanding of relevant statistical measures such as confidence intervals, significance of error measurements, development and evaluation data sets, etc.
Alexa Science is a small team in Cambridge, MA (next to MIT) please reach out if you would like to learn more! Cheers, Emma ebbounty@amazon.com