4 дня назад
Applied AI Engineer
224 000 - 260 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Applied AI Engineer (Agentic AI/Information Retrieval): Building production AI systems for aviation that reason over heterogeneous operational data, use tools to investigate problems, and produce reliable, explainable results with an accent on agent architectures, retrieval, knowledge representation, and evaluation. Focus on designing multi-stage workflows, preserving provenance and temporal relevance, measuring factual correctness, and improving reliability, latency, and cost through architectural experimentation.
Location: Hybrid in San Carlos, California, with 3+ days per week onsite; all work must be performed in the United States.
Salary: $224,000–$260,000 base salary annually, plus equity.
Company
builds AI-powered systems that help aviation professionals make complex, high-stakes operational decisions, including systems developed with major airlines and the U.S. Department of Defense.
What you will do
- Design and implement agent architectures for tool use, planning, orchestration, state management, memory, and context engineering.
- Build retrieval systems, structured representations, and agent-accessible tools for heterogeneous documents and operational data.
- Develop evaluation frameworks with representative datasets, human annotations, automated assessments, and systematic failure analysis.
- Integrate model inference, retrieval systems, and external data services into reliable production applications and asynchronous workflows.
- Build and operate containerized workloads and event-driven AWS infrastructure with attention to concurrency, fault tolerance, observability, and maintainability.
- Collaborate with engineers and aviation domain experts to develop workflows that identify operational risks and produce traceable AI-generated analyses.
Requirements
- Strong software engineering fundamentals, including production code, architecture, testing, debugging, and operational reliability.
- Substantive applied AI experience beyond basic model API integrations, with an understanding of system architecture, tradeoffs, limitations, and observed behavior.
- Ability to model complex information domains, identify entities and relationships, and design appropriate software abstractions.
- Experimental discipline, independent technical judgment, and clear communication with technical and non-technical stakeholders.
- Experience or demonstrated depth in at least one area such as agentic systems, information retrieval, AI evaluation, knowledge representation, model adaptation, or inference optimization.
- Must be a U.S. Person and already authorized to work in the United States; visa sponsorship and visa transfers are not available.
Nice to have
- Experience with aviation, aerospace, safety-critical systems, computational linguistics, NLP, information science, or knowledge representation.
- Experience designing systems for technical documentation, regulations, or heterogeneous operational data.
- Experience developing distributed, event-driven, and containerized services.
- Experience with Python, LangGraph, BAML, AWS Bedrock, PostgreSQL/pgvector, or event-driven AWS infrastructure.
Culture & Benefits
- Small, focused teams with direct ownership, rapid delivery, and limited organizational silos.
- Hybrid work with remote flexibility on days not spent onsite.
- 100% of employee medical premiums covered and 25% of dependent premiums covered.
- Three weeks of paid time off and 13 or more paid company holidays.
- 401(k) plan available, with no current employer match.
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