обновлено 9 дней назад
Staff Machine Learning Engineer, AI Agent Platform (AI)
115 000 - 260 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Machine Learning Engineer, AI Agent Platform (AI): Building scalable backend systems, AI agent operating-system infrastructure, SDKs, skill ecosystems, and agent workflows with an accent on multi-tenant architecture, context engineering, observability, and governance. Focus on designing reliable agent harnesses, implementing guardrails against prompt injection and data exfiltration, and leading technical standards for production AI platforms.
Location: New York City, NY, United States
Annual salary: $115,000–$260,000
Company
is a large United States auto insurer and a member of the Berkshire Hathaway family of companies.
What you will do
- Architect scalable, multi-tenant backend systems for AI agent configuration, evaluation, workflow simulation, synthetic data generation, MCP registries, A2A communication, and guardrail enforcement.
- Build an enterprise AI agent skill ecosystem with authoring, publishing, discovery, versioning, quality scoring, security vetting, approval workflows, and progressive loading.
- Develop production-grade agent harnesses for tool dispatch, context management, error recovery, session state, and sub-agent coordination.
- Implement context engineering systems including memory hierarchies, RAG pipelines, scratchpads, context compaction, and dynamic skill and tool loading.
- Create LLM observability frameworks with distributed tracing, token usage, latency profiling, hallucination detection, behavior auditing, and skill execution monitoring.
- Lead a sub-team, mentor engineers, establish engineering standards, and collaborate with data science, engineering, and product teams.
Requirements
- Bachelor’s degree in computer science, engineering, or a related field; an advanced degree is highly desirable.
- 6+ years designing, implementing, and maintaining production multi-tenant AI/ML systems.
- 6+ years working with cloud platforms such as Azure or AWS and backend technologies including Kubernetes, Temporal, OpenSearch, PostgreSQL, Redis, and Neo4j.
- Deep proficiency in Python, Java, or Go, with strong knowledge of Docker, Prometheus, and OpenTelemetry.
- Experience with AI/ML and agentic frameworks including TensorFlow, PyTorch, LangGraph, CrewAI, or AutoGen.
- Demonstrated experience mentoring engineers, leading technical initiatives, and communicating with diverse stakeholders.
Nice to have
- Experience with harness engineering, AI agent skill registries or marketplaces, MCP, and A2A.
- Experience with LLM observability tools such as LangSmith, Langfuse, or Arize Phoenix.
- Experience with prompt-injection defense, PII scanning, skill-level security auditing, multi-agent orchestration, and open-source or proprietary LLMs.
- Experience using AI coding tools such as Cursor, Claude Code, or GitHub Copilot.
Culture & Benefits
- Personalized development programs, mentorship, and certification assistance.
- Inclusive and collaborative culture focused on shared success.
- Competitive pay, benefits, and flexibility supporting employee well-being.
- will consider sponsoring a new qualified applicant for employment authorization.
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