Senior Machine Learning Engineer, Shield
Seniority
Senior (5+ years experience)
Domain
Machine Learning, Security, Threat Detection, Anomaly Detection, User Behavior Analytics
Technologies
Python, Go, Java, Apache Spark, GCP (Vertex AI, BigQuery, Dataflow, Dataproc), TensorFlow, PyTorch, Kubernetes
Required skills
Applied machine learning, scalable ML systems design, GCP experience, feature engineering, model evaluation, MLOps, Python programming
Preferred skills
Security/threat or fraud detection, sequential data and behavioral modeling (anomaly detection, time-series forecasting, LSTM, Transformers), streaming/real-time ML systems, FedRAMP/compliance experience, Java stack familiarity
Responsibilities
Build threat detection models (ransomware, suspicious sessions, user behavior), scale data pipelines, feature engineering, production ML system deployment and monitoring, cross-functional collaboration, on-call rotation
