Machine Learning Engineer II - Behavioral Security Products
Core
Build and maintain production machine learning systems for proactive detection and prevention of account takeover attempts in cybersecurity.
Role type
Machine Learning Engineer (Cybersecurity)
Builds
Behavioral modeling systems and ML-based features for account takeover detection
Domain
Cybersecurity / Behavioral AI
Deliverable
production ML models
Required skills
Machine learning algorithms, Python, pandas, scikit-learn, MLOps, SQL, Spark, feature engineering, model evaluation
Preferred skills
LLMs, Airflow, large-scale ML infrastructure, behavioral modeling techniques, cloud platforms (AWS, Azure)
Technologies
Python, pandas, scikit-learn, PyTorch, TensorFlow, SQL, Spark, Airflow, AWS, Azure
Responsibilities
Develop ML algorithms for attack detection, conduct exploratory data analysis and feature engineering, productionize models with infrastructure engineers, monitor and improve production models, participate in code reviews
Seniority
Mid-level (3+ years experience)
