Вакансия из Hirify Global, списка международных tech-компаний Для мэтча и отклика нужен Plus
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Зарплата и рынок
$176к-220к/год
$200к$230кмедиана$270к
По похожим ролям (50) ~ $230к/год
На СНГ рынке: $4.4к/мес ($3.6к - $5.6к)
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Крутая вакансия
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Чётко очерченная роль в продакшн-машинном обучении в крупной продуктовой компании, с фокусом на значимые задачи AI-безопасности; основные компромиссы - работа из офиса минимум три дня в неделю и дежурства.
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ДежурстваСовременный стекНа стыке AI и защитыПонятные задачи
Оценка от Hirify AI
Мэтч & Сопровод
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Описание вакансии
Текст:
Hirify AI/Оригинал
TL;DR
Machine Learning Engineer III (AI Security) (Machine Learning/Threat Detection): Building and scaling ML systems that detect ransomware, suspicious sessions, anomalous behavior, and AI-based attacks across high-volume enterprise security data with an accent on production machine learning, feature engineering, and real-time detection. Focus on designing threat detection models, operating end-to-end data pipelines, and maintaining reliable ML services for millions of users and billions of files.
Location: Redwood City, California, United States; hybrid schedule with a minimum of 3 days per week in the assigned office.
Base salary: $175,500–$219,500 USD per year, plus equity and benefits.
Company
hirify.global provides an intelligent content management platform for collaboration, content lifecycle management, security, and enterprise AI.
What you will do
Design, train, and deploy machine learning models for ransomware detection, suspicious session identification, and user behavior analytics.
Own end-to-end ML pipelines processing high-volume security event streams with Apache Spark, GCP Dataflow, and Vertex AI.
Create and maintain feature stores supporting real-time and batch anomaly detection.
Deploy, monitor, and iterate on production ML models serving enterprise customers at scale.
Collaborate with Platform, Application Engineering, and Product teams to translate security requirements into ML solutions.
Participate in an on-call rotation and respond to and triage production issues.
Requirements
3+ years of experience in applied machine learning.
Strong programming skills in Python.
Experience deploying and maintaining ML models serving real traffic.
Experience with GCP, including Vertex AI, BigQuery, and Dataflow, or equivalent experience with AWS SageMaker or Azure ML.
Deep understanding of feature engineering, model evaluation, and MLOps.
Strong communication skills and the ability to explain complex ML concepts to non-technical stakeholders.
Ability to work from the assigned office at least 3 days per week and participate in an on-call rotation.
Nice to have
Experience in security or threat detection, anomaly detection, or fraud detection.
Experience with sequential data, behavioral modeling, time-series forecasting, LSTM, Transformers, or similar methods.
Knowledge of LLMs and AI safety, including prompt injection, guardrails, and red-teaming.
Experience with streaming or real-time ML systems.
Familiarity with Java for service integrations.
Publications or contributions in ML security.
Culture & Benefits
In-person collaboration and community are core parts of the working culture.
Equity and employee benefits are available.
hirify.global promotes diversity, inclusion, equal opportunity, and reasonable accommodations.
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