4 дня назад
Principal Machine Learning Engineer (AI)
163 200 - 264 000$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Principal Machine Learning Engineer (AI/Cybersecurity): Building production-grade AI capabilities for a cybersecurity data exploration platform with an accent on LLMs, RAG, agentic workflows, and natural-language-to-query generation. Focus on designing evaluation frameworks, guardrails, scalable retrieval systems, and reliable low-latency AI infrastructure.
Location: Santa Clara, California, United States of America; most teams work from the office full time
Salary: $163,200–$264,000 per year
Company
develops cybersecurity products designed to protect digital environments and help security teams manage complex security data.
What you will do
- Own the architecture and development of the AI layer for the AI Canvas cybersecurity data exploration platform.
- Build production-grade systems using LLMs, retrieval-augmented generation, AI agents, assistants, tools, skills, and agent harnesses.
- Develop natural-language-to-query workflows for investigation, clarification, troubleshooting, and exploration of security data.
- Design agentic AI architectures covering orchestration, context management, tool invocation, memory, reasoning, and multi-step execution.
- Build evaluation frameworks, guardrails, safety mechanisms, monitoring, tracing, and observability for AI systems.
- Mentor engineers and lead technical initiatives across ML, backend, UI, product, and design teams.
Requirements
- Bachelor’s degree in Computer Science, Machine Learning, Engineering, or a related technical field, or equivalent practical experience.
- 7+ years of software engineering, machine learning engineering, or related industry experience, including production systems development.
- Hands-on experience building scalable machine learning or AI-powered applications using LLMs and generative AI.
- Experience with RAG, AI agents, AI assistants, tool-calling systems, agent orchestration, or LLM-based workflows.
- Strong Python skills and experience developing production-grade backend or ML services on public cloud platforms such as GCP, AWS, or Azure.
- Strong software engineering fundamentals, including system design, distributed systems, APIs, testing, CI/CD, evaluation, and observability.
Nice to have
- Master’s or PhD in Computer Science, Machine Learning, Artificial Intelligence, or a related field.
- Experience with natural-language-to-SQL or natural-language-to-query systems, semantic layers, or AI-powered data exploration products.
- Experience with vector databases, search and retrieval infrastructure, embeddings, evaluation harnesses, and human-in-the-loop evaluation.
- Experience with Docker, Kubernetes, highly available low-latency AI services, and enterprise AI security.
- Experience in cybersecurity, security analytics, observability, large-scale data platforms, or open-source AI and infrastructure projects.
Culture & Benefits
- Work alongside teams focused on cybersecurity innovation, collaboration, execution, integrity, and inclusion.
- Most teams work from the office full time, with flexibility when needed.
- Compensation may include restricted stock units and a bonus in addition to base salary.
- Immigration sponsorship is available for this role.
- Reasonable accommodations are available for qualified individuals with disabilities or special needs.
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