Staff Machine Learning Engineer
Core
Design, build, and scale production-grade ML systems and AI platforms for identity security, translating research into scalable solutions.
Role type
Staff Machine Learning Engineer (Strategic IC & Technical Lead)
Builds
AI-powered identity security capabilities, ML infrastructure, and reusable ML services for enterprise SaaS.
Domain
Identity Security / Cloud Enterprise / Generative AI & Graph ML
Deliverable
production ML models | infrastructure
Required skills
Python, PyTorch/TensorFlow, Spark/Airflow/dbt, MLOps, statistical analysis, software engineering best practices
Preferred skills
LLMs, embeddings, RAG, identity/security domain expertise, platform design
Technologies
SQL, Python, Go, AWS (SageMaker, Bedrock), Snowflake, Kafka, Jenkins, Tableau
Responsibilities
Design and optimize ML models (supervised, unsupervised, LLM-based); build ML infrastructure and pipelines; drive technical strategy for reproducibility and CI/CD; mentor engineers on scalable ML patterns; partner with product teams to deliver high-impact AI capabilities; advance model lifecycle management and responsible AI practices.
Seniority
Staff, hands-on IC with strategic leadership and mentorship
