Abnormal Security

Abnormally-Precise, Cloud-Native Email Security

Senior Machine Learning Engineer – Attack Detection

Machine Learning EngineerMachine Learning EngineerFull TimeRemoteTeam 501-1,000H1B SponsorCompany SiteLinkedIn

Location

United States

Posted

45 days ago

Salary

$195K - $230K / year

Bachelor Degree4 yrs expEnglishNumpyPandasPythonScikit LearnSparkSQL

Job Description

• Design and implement systems that combine rules, models, feature engineering, and business and product inputs into an email detection product. • Identify and recommend new features groups or ML model approaches that can significantly improve detection efficacy for a product. • Understand features that distinguish safe emails from email attacks. • Train models on well-defined datasets to improve model efficacy on specialized attacks • Actively monitor and improve False Positive rates and efficacy rates for our message detection product attack categories.

Job Requirements

  • 4+ Experience with production ML systems
  • Fluent with Python and machine learning libraries like numpy and scikit-learn.
  • Experience with data analytics and wielding SQL+pandas+spark framework to both build data and metric generation pipelines, and answer critical questions about system efficacy or counterfactual treatments.
  • Independently responsible for the entire lifecycle of projects or features including eng design, development, and deployment.
  • Machine learning academic background (Bachelor's degree in Computer Science or related fields).

Benefits

  • Eligible for bonuses, restricted stock units (RSUs), and benefits

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