19 часов назад
AI Research Scientist (Remote) (Cybersecurity)
140 000 - 215 000$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
AI Research Scientist (Remote) (Cybersecurity): Building agentic systems for cybersecurity by training generative models, post-training LLMs, and developing evaluation pipelines with an accent on reinforcement learning, agentic planning, and rigorous statistical measurement. Focus on designing tool-using workflows, optimizing inference and prompts, and moving research prototypes toward production.
Location: USA - Remote
Salary: $140,000–$215,000 per year, plus eligibility for bonuses and equity grants.
Company
Cybersecurity company protecting organizations with an AI-native platform that processes nearly a trillion behavioral events per day.
What you will do
- Build the next generation of agentic systems for cybersecurity using machine learning, big data, and threat research.
- Train and post-train LLMs and agents using supervised fine-tuning, reinforcement learning, reward modeling, and policy optimization.
- Design agent workflows with planning and reasoning loops, tool and function calling, retrieval, and memory.
- Research agentic planning methods and prototype approaches from current machine learning literature.
- Develop rigorous benchmarks, LLM-as-judge pipelines, and trajectory-level metrics for agentic systems.
- Collaborate with Engineering, Data Science, and Managed Services teams to take prototypes toward production.
Requirements
- Strong foundations in machine learning, probability, statistics, uncertainty, and experimental design.
- PhD-level mastery of modern machine learning research or equivalent expertise, including the ability to implement and improve research papers.
- Experience training generative models and strong knowledge of LLM architecture, optimization, tokenization, data, and scaling behavior.
- Core experience with reinforcement learning and post-training, including RLHF/RLAIF, PPO/GRPO/DPO, reward modeling, and RL environments.
- Experience building agentic systems, prompt optimization, and LLM evaluations.
- Fluency with GPUs, PyTorch, Python, and common LLM training and serving tools such as Hugging Face Transformers, TRL, PEFT, DeepSpeed, FSDP, vLLM, TGI, or SGLang.
Nice to have
- Experience with synthetic data, agent trajectories, rollouts, and task simulators.
- Familiarity with inference-time scaling, test-time compute, search, self-consistency, and verifier-guided decoding.
- Experience with agent safety, guardrails, sandboxing, jailbreak resistance, interpretability, and failure analysis.
- Open-source contributions, strong technical writing, or cybersecurity experience.
Culture & Benefits
- Flexible and autonomous work environment with a focus on responsible AI adoption, experimentation, and innovation.
- Health and wellness programs covering physical and mental well-being.
- Competitive vacation, holidays, and paid parental and adoption leave.
- Professional development opportunities, employee networks, geographic groups, and volunteer programs.
- Compensation package including bonuses, equity grants, health insurance, 401(k), and paid time off.
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