Machine Learning Engineer II
Abnormal Security
22 days ago
Remote, United States
Mid Level / Senior
H1B Sponsor
Base Salary
$168k - $198k/yr
Responsibilities
- Design and implement systems for email detection products with senior engineer guidance.
- Understand features that distinguish safe emails from attacks.
- Identify and recommend new feature groups or ML model approaches.
- Write code with testability, readability, and error handling in mind.
- Train models on well-defined datasets to improve efficacy.
- Monitor and improve false negative and efficacy rates for detection categories.
- Analyze datasets to categorize capability gaps and recommend improvements.
- Contribute to building and debugging data pipelines.
Requirements
- 3+ years of experience in machine learning applications in text understanding, NLP, or related fields.
- 1+ years of experience with production-level pipelines for model training and evaluation.
- Experience with SQL, pandas, and spark for data analytics.
- Ability to understand business requirements and design generalizable ML models.
- Systematic approach to debugging data and system issues.
- Fluency in Python and machine learning toolkits like numpy, sklearn, pytorch, and tensorflow.
- Effective software engineering skills with structured and efficient code writing.
- BS degree in Computer Science, Applied Sciences, or related field.
Tech Stack
Apache SparkNumPyPandasPythonPyTorchscikit-learnSQLTensorFlow
Categories
AI & MLData Science