Machine Learning Security Expert (WebSec)
Core
Design and scale innovative, secure systems to protect internal ML/AI models throughout their lifecycle and deploy anomaly detection models.
Role type
Machine Learning Security Expert (WebSec)
Builds
Production ML models for anomaly detection, classification, scoring, and automation; secure ML/AI systems.
Domain
E-commerce and financial services in Latin America
Deliverable
production ML models
Required skills
ML/AI model design, training, evaluation, and operations; statistics; supervised and unsupervised learning; anomaly detection; rare events; ML security; adversarial ML; detection engineering; anti-fraud; anti-abuse
Preferred skills
AppSec
Responsibilities
Define risks, standards, and controls to protect ML/AI models; guide threat modeling and mitigations against attacks like data poisoning, evasion, model extraction, and information leakage; lead production of proprietary models for detection, classification, scoring, and automation.
