1 час назад
AI Researcher (Cybersecurity)
313 000 - 369 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Researcher (Cybersecurity): Building autonomous agents that convert proven attack paths into safe defensive control changes and verify remediation through repeated attacks with an accent on production AI, security-control reasoning, and outcome-based evaluation. Focus on designing agentic systems across heterogeneous security APIs, counterfactual experiments, and safety mechanisms for autonomous production changes.
Location: US, Remote
Base salary: $313,000–$369,000 annually, plus equity in the form of stock options.
Company
is a remote cybersecurity product company developing NodeZero, a platform for autonomous penetration testing and security assessment operations.
What you will do
- Build reasoning systems that map proven attack paths and exploitation telemetry to effective security-control changes.
- Convert penetration-testing data into training and evaluation datasets, identifying why attacks succeed or fail across environments.
- Design counterfactual experiments to measure remediation effectiveness, operational cost, and generalization.
- Develop reasoning layers that operate across heterogeneous vendor APIs and security control planes.
- Design safety architecture for autonomous changes, including simulation, blast-radius classification, approval gates, staged rollout, rollback, and audit trails.
- Collaborate with attack, detection, product, and infrastructure engineers to diagnose agent failure modes and deliver production-quality systems.
Requirements
- Strong ML engineering experience building, evaluating, and deploying production AI systems.
- Hands-on experience with deep learning, transformer models, and PyTorch.
- Experience with post-training large language models or agentic systems using tools, planning, and long-horizon execution.
- Production-quality Python engineering experience, including data pipelines, distributed systems, and cloud infrastructure; AWS is preferred.
- Experience evaluating open-ended tasks, reasoning over structured real-world data, and working across models, APIs, and infrastructure.
- Master’s degree in computer science, machine learning, or a related field, or equivalent practical experience, plus 4+ years of professional engineering experience.
Nice to have
- Background in detection engineering, purple teaming, security engineering, offensive security, or incident response.
- Familiarity with EDR, firewalls, identity and conditional access, SIEM, cloud IAM, WAF, MDM, GPO, Neo4j, and attack-path analysis.
- Experience with causal or counterfactual inference, graph reasoning, planning, search, production write actions, adversarial robustness, or prompt injection.
- Experience integrating ML into production SaaS or customer-controlled and air-gapped environments.
Culture & Benefits
- Remote work for this US-based role, with hybrid and office-based arrangements varying by role and location.
- Inclusive, collaborative culture focused on respect, ownership, creativity, and results.
- Health, vision, and dental insurance for employees and families.
- Flexible vacation policy and generous parental leave.
- Career development opportunities and equity for full-time employees.
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